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25.直方图比较

时间:2023-05-28




#include #include #include std::string convertToString(double d);int main(int argc, char** argv){ cv::Mat src1 = cv::imread("../../source/lena.png"); cv::Mat src2 = cv::imread("../../source/matlab.jpeg"); if(src1.empty() && src2.empty()){ std::cout << "could not load image ...." << std::endl; return -1; } cv::cvtColor(src1, src1, cv::COLOR_BGR2HSV); cv::cvtColor(src2, src2, cv::COLOR_BGR2HSV); int h_bins = 50; int s_bins = 60; int histSize[] = {h_bins, s_bins}; // hue varies from 0 to 179, saturation from 0 to 255 float h_ranges[] = {0, 180}; float s_ranges[] = {0, 256}; const float* ranges[] = {h_ranges, s_ranges}; // Use the o-th and 1-st channels int channels[] = {0, 1}; cv::MatND hist_src1, hist_src2; cv::calcHist(&src1, 1, channels, cv::Mat(), hist_src1, 2, histSize, ranges, true, false); cv::normalize(hist_src1, hist_src1, 0, 1, cv::NORM_MINMAX); cv::calcHist(&src2, 1, channels, cv::Mat(), hist_src2, 2, histSize, ranges, true, false); cv::normalize(hist_src2, hist_src2, 0, 1, cv::NORM_MINMAX); double base = cv::compareHist(hist_src1, hist_src1, cv::HISTCMP_CORREL); double base1 = cv::compareHist(hist_src1, hist_src2, cv::HISTCMP_CORREL); cv::putText(src1, convertToString(base), cv::Point(30, 30), cv::FONT_HERSHEY_COMPLEX, 1, cv::Scalar(0, 255, 255)); cv::putText(src2, convertToString(base1), cv::Point(30, 30), cv::FONT_HERSHEY_COMPLEX, 1, cv::Scalar(0, 255, 255)); cv::imshow("src1", src1); cv::imshow("src2", src2); cv::waitKey();}std::string convertToString(double d){ std::ostringstream os; if(os << d){ return os.str(); } return "invalid conversion";}

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