/* This sample code was originally provided by Liu Liu * Copyright (C) 2009, Liu Liu All rights reserved. */ #include "opencv2/highgui/highgui.hpp" #include "opencv2/features2d/features2d.hpp" #include "opencv2/imgproc/imgproc.hpp" #include #include using namespace cv; using namespace std; static void help() { cout << "\nThis program demonstrates the Maximal Extremal Region interest point detector.\n" "It finds the most stable (in size) dark and white regions as a threshold is increased.\n" "\nCall:\n" "./mser_sample \n\n"; } static const Vec3b bcolors[] = { Vec3b(0,0,255), Vec3b(0,128,255), Vec3b(0,255,255), Vec3b(0,255,0), Vec3b(255,128,0), Vec3b(255,255,0), Vec3b(255,0,0), Vec3b(255,0,255), Vec3b(255,255,255) }; int main( int argc, char** argv ) { string path; Mat img0, img, yuv, gray, ellipses; help(); img0 = imread( argc != 2 ? "puzzle.png" : argv[1], 1 ); if( img0.empty() ) { if( argc != 2 ) cout << "\nUsage: mser_sample \n"; else cout << "Unable to load image " << argv[1] << endl; return 0; } cvtColor(img0, yuv, COLOR_BGR2YCrCb); cvtColor(img0, gray, COLOR_BGR2GRAY); cvtColor(gray, img, COLOR_GRAY2BGR); img.copyTo(ellipses); vector > contours; double t = (double)getTickCount(); MSER()(yuv, contours); t = (double)getTickCount() - t; printf( "MSER extracted %d contours in %g ms.\n", (int)contours.size(), t*1000./getTickFrequency() ); // draw mser's with different colors for( int i = (int)contours.size()-1; i >= 0; i-- ) { const vector& r = contours[i]; for ( int j = 0; j < (int)r.size(); j++ ) { Point pt = r[j]; img.at(pt) = bcolors[i%9]; } // find ellipse (it seems cvfitellipse2 have error or sth?) RotatedRect box = fitEllipse( r ); box.angle=(float)CV_PI/2-box.angle; ellipse( ellipses, box, Scalar(196,255,255), 2 ); } imshow( "original", img0 ); imshow( "response", img ); imshow( "ellipses", ellipses ); waitKey(0); }