/** * @function goodFeaturesToTrack_Demo.cpp * @brief Demo code for detecting corners using Shi-Tomasi method * @author OpenCV team */ #include "opencv2/imgcodecs.hpp" #include "opencv2/highgui.hpp" #include "opencv2/imgproc.hpp" #include using namespace cv; using namespace std; /// Global variables Mat src, src_gray; int maxCorners = 23; int maxTrackbar = 100; RNG rng(12345); const char* source_window = "Image"; /// Function header void goodFeaturesToTrack_Demo( int, void* ); /** * @function main */ int main( int argc, char** argv ) { /// Load source image and convert it to gray CommandLineParser parser( argc, argv, "{@input | pic3.png | input image}" ); src = imread( samples::findFile( parser.get( "@input" ) ) ); if( src.empty() ) { cout << "Could not open or find the image!\n" << endl; cout << "Usage: " << argv[0] << " " << endl; return -1; } cvtColor( src, src_gray, COLOR_BGR2GRAY ); /// Create Window namedWindow( source_window ); /// Create Trackbar to set the number of corners createTrackbar( "Max corners:", source_window, &maxCorners, maxTrackbar, goodFeaturesToTrack_Demo ); imshow( source_window, src ); goodFeaturesToTrack_Demo( 0, 0 ); waitKey(); return 0; } /** * @function goodFeaturesToTrack_Demo.cpp * @brief Apply Shi-Tomasi corner detector */ void goodFeaturesToTrack_Demo( int, void* ) { /// Parameters for Shi-Tomasi algorithm maxCorners = MAX(maxCorners, 1); vector corners; double qualityLevel = 0.01; double minDistance = 10; int blockSize = 3, gradientSize = 3; bool useHarrisDetector = false; double k = 0.04; /// Copy the source image Mat copy = src.clone(); /// Apply corner detection goodFeaturesToTrack( src_gray, corners, maxCorners, qualityLevel, minDistance, Mat(), blockSize, gradientSize, useHarrisDetector, k ); /// Draw corners detected cout << "** Number of corners detected: " << corners.size() << endl; int radius = 4; for( size_t i = 0; i < corners.size(); i++ ) { circle( copy, corners[i], radius, Scalar(rng.uniform(0,255), rng.uniform(0, 256), rng.uniform(0, 256)), FILLED ); } /// Show what you got namedWindow( source_window ); imshow( source_window, copy ); }