code_device/hgdriver/ImageProcess/ImageApplyColorRecognition.cpp

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2022-07-29 08:41:34 +00:00
#include "ImageApplyColorRecognition.h"
bool isGray(const cv::Mat& image)
{
//if (image.channels() == 3) return true;
//cv::Mat image_clone;
//cv::resize(image, image_clone, cv::Size(), 0.25, 0.25);
//int channels[] = { 0 };
//int histsize[] = { 256 };
//float range[] = { 0, 256 };
//const float* histRanges[] = { range };
//cv::Mat hist;
//cv::calcHist(&image_clone, 1, channels, cv::Mat(), hist, 1, histsize, histRanges, true, false);
//float pixels[256] = { 0 };
//for (size_t i = 0; i < 256; i++)
// pixels[i] = hist.at<float>(i, 0);
//float sum = 0;
//for (size_t i = 0; i < 40; i++)
//{
//}
//float pixel_count0 = hist.at<float>(0, 0);
//float pixel_count255 = hist.at<float>(255, 0);
//float total = image_clone.total();
//return ((pixel_count0 + pixel_count255) / total) > 0.95;
return false;
}
CImageApplyColorRecognition::CImageApplyColorRecognition(ColorRecognitionMode mode)
: m_mode(mode)
{
}
CImageApplyColorRecognition::~CImageApplyColorRecognition(void)
{
}
#define HSV_S_THRE 30
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void CImageApplyColorRecognition::apply(cv::Mat& pDib, int side)
{
if (pDib.channels() != 3)
{
m_result = Gray;
return;
}
m_result = isColor(pDib, HSV_S_THRE) ? Color : Gray;
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if (m_result == Gray && pDib.channels() == 3)
cv::cvtColor(pDib, pDib, cv::COLOR_BGR2GRAY);
//<2F><><EFBFBD>ж<EFBFBD><D0B6>Ƿ<EFBFBD><C7B7><EFBFBD>Ҫ<EFBFBD>ж<EFBFBD><D0B6>Dz<EFBFBD>ɫ
//if (m_mode == AllColor || m_mode == Color_Gray || m_mode == Color_Mono)
//{
// //<2F><><EFBFBD><EFBFBD><EFBFBD>Dz<EFBFBD>ɫ<EFBFBD><C9AB>ֱ<EFBFBD><D6B1><EFBFBD>˳<EFBFBD>
// if (isColor(pDib))
// {
// m_result = Color;
// return;
// }
//}
//if (pDib.channels() == 3)
// cv::cvtColor(pDib, pDib, cv::COLOR_BGR2GRAY);
//if (m_mode == Color_Gray)
//{
// m_result = Gray;
// return;
//}
//if (m_mode == Color_Mono)
//{
// m_bw.apply(pDib, side);
// m_result = Mono;
// return;
//}
//if (isGray(pDib))
// m_result = Gray;
//else
//{
// m_bw.apply(pDib, side);
// m_result = Mono;
//}
}
void CImageApplyColorRecognition::apply(std::vector<cv::Mat>& mats, bool isTwoSide)
{
m_results.clear();
if (mats.empty()) return;
if (!mats[0].empty())
apply(mats[0], 0);
m_results.push_back(m_result);
if (isTwoSide && mats.size() > 1)
if (!mats[1].empty())
apply(mats[1], 1);
m_results.push_back(m_result);
}
CImageApplyColorRecognition::ColorType CImageApplyColorRecognition::getResult()
{
return m_result;
}
std::vector<CImageApplyColorRecognition::ColorType> CImageApplyColorRecognition::getResults()
{
return m_results;
}
/// <summary>
/// <20><><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD>Ƿ<EFBFBD><C7B7>Dz<EFBFBD>ɫ<EFBFBD><C9AB><EFBFBD><EFBFBD>ǰ<EFBFBD>߼<EFBFBD><DFBC><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ժ<EFBFBD>ɫ<EFBFBD><C9AB><EFBFBD>ؽ<EFBFBD><D8BD><EFBFBD><EFBFBD>жϣ<D0B6><CFA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ں<EFBFBD>ɫ<EFBFBD><C9AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ɫ<EFBFBD><C9AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>Dz<EFBFBD>ɫ
/// </summary>
/// <param name="image"><3E><><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC></param>
/// <returns>trueΪ<65><CEAA>ɫ<EFBFBD><C9AB>falseΪ<65>Dz<EFBFBD>ɫ</returns>
bool CImageApplyColorRecognition::isColor(const cv::Mat& image, double threshold)
{
if (image.channels() != 3) return false;
cv::Mat pDib_resize;
cv::resize(image, pDib_resize, cv::Size(200, 200), 0, 0, cv::INTER_AREA);
//cv::imwrite("pDib_resize.bmp", pDib_resize);
cv::Mat hsv;
cv::cvtColor(pDib_resize, hsv, cv::COLOR_BGR2HSV_FULL);
std::vector<cv::Mat> hsv_channels;
cv::split(hsv, hsv_channels);
double minVal, maxVal;
cv::minMaxLoc(hsv_channels[1], &minVal, &maxVal);
return maxVal > threshold;
}