#include #include "opencv2/imgproc.hpp" #include "opencv2/imgcodecs.hpp" #include "opencv2/highgui.hpp" #include using namespace cv; using namespace std; Mat img; int threshval = 100; static void on_trackbar(int, void*) { Mat bw = threshval < 128 ? (img < threshval) : (img > threshval); Mat labelImage(img.size(), CV_32S); int nLabels = connectedComponents(bw, labelImage, 8); std::vector colors(nLabels); colors[0] = Vec3b(0, 0, 0);//background for(int label = 1; label < nLabels; ++label){ colors[label] = Vec3b( (rand()&255), (rand()&255), (rand()&255) ); } Mat dst(img.size(), CV_8UC3); for(int r = 0; r < dst.rows; ++r){ for(int c = 0; c < dst.cols; ++c){ int label = labelImage.at(r, c); Vec3b &pixel = dst.at(r, c); pixel = colors[label]; } } imshow( "Connected Components", dst ); } static void help() { cout << "\n This program demonstrates connected components and use of the trackbar\n" "Usage: \n" " ./connected_components \n" "The image is converted to grayscale and displayed, another image has a trackbar\n" "that controls thresholding and thereby the extracted contours which are drawn in color\n"; } const char* keys = { "{@image|stuff.jpg|image for converting to a grayscale}" }; int main( int argc, const char** argv ) { help(); CommandLineParser parser(argc, argv, keys); string inputImage = parser.get(0); img = imread(inputImage.c_str(), 0); if(img.empty()) { cout << "Could not read input image file: " << inputImage << endl; return -1; } namedWindow( "Image", 1 ); imshow( "Image", img ); namedWindow( "Connected Components", 1 ); createTrackbar( "Threshold", "Connected Components", &threshval, 255, on_trackbar ); on_trackbar(threshval, 0); waitKey(0); return 0; }