#include #include #include #include #include #include #include #include using namespace cv; using namespace std; char iKey = 0; int detect( string imagePath, string cascadePath, vector & rois, int minNbr, bool equalize, bool greyscale, int aspect_x, int aspect_y, bool interactive, string windowName) { Mat img = imread(imagePath.c_str(),1); Size sz = img.size(); if ( sz.height < 1 || sz.width < 1 ) { return -1; } CascadeClassifier cascade; if (cascade.load(cascadePath)) { //vector rois; //std::vector v; Mat frame_gray; cvtColor( img, frame_gray, COLOR_BGR2GRAY ); equalizeHist( frame_gray, frame_gray ); cascade.detectMultiScale(frame_gray, rois, 1.2, minNbr, CV_HAAR_FIND_BIGGEST_OBJECT, Size(aspect_x, aspect_y), Size((aspect_x*70),(aspect_y*70))); //rois = &v; if ( interactive ) { for (int i = 0; i < rois.size(); i++) { Rect r = rois[i]; rectangle(img, r, Scalar(0,255,0), 2); } imshow( windowName, img ); iKey=waitKey(0); if (iKey == 27 ) { img.release(); exit(1); } } } img.release(); return 0; } void printJSON(string imagePath, vector & rois){ printf("{\n"); printf("\"path\": \"%s\",\n", imagePath.c_str()); printf("\"count\": %zd", rois.size()); if ( rois.size() > 0 ) { printf(",\n\"objects\": [\n"); for (int i = 0; i < rois.size(); i++) { Rect r = rois[i]; printf("\t{\"x\": %d, \"y\": %d, \"width\": %d, \"height\": %d }", r.x, r.y, r.width, r.height); if (i < (rois.size() - 1)) { printf(",\n"); } } printf("\n\t]"); } printf("\n}\n"); } int main (int argc, char** argv) { int c; string optString = "c:n:x:y:ieg"; string needsArgs = "cxyn"; string cascadeXML = ""; string inputNode = ""; int minNbr = 3; int aspect_x = 24; int aspect_y = 24; bool interactive = false; bool equalize = false; bool greyscale = false; struct stat nodeStat; struct dirent *dir_entry_p; string imagePath = ""; string windowName = "Detect Multiscale"; bool firstFile = true; std::vector rois; while ( optind < argc) { if ((c = getopt(argc, argv, optString.c_str())) != -1 ) { switch (c) { case 'c': cascadeXML = optarg; break; case 'i': interactive = true; break; case 'e': equalize = true; break; case 'g': greyscale = true; break; case 'x': aspect_x = std::stoi(optarg); break; case 'y': aspect_y = std::stoi(optarg); break; case 'n': minNbr = std::stoi(optarg); break; case '?': if (needsArgs.find(optopt) != std::string::npos) fprintf (stderr, "Option -%c requires an argument.\n", optopt); else if (isprint (optopt)) fprintf (stderr, "Unknown option `-%c'.\n", optopt); else fprintf (stderr, "Unknown option character `\\x%x'.\n", optopt); return 1; default: abort (); } } else { inputNode = argv[optind]; optind++; } } // Hit our input node and see what we're dealing with if( stat(inputNode.c_str(),&nodeStat) == 0 ) { if( nodeStat.st_mode & S_IFDIR ) { // Directory DIR *dir_p = opendir( inputNode.c_str() ); printf("{\n\"files\": [\n" ); while((dir_entry_p = readdir(dir_p)) != NULL) { // Skip directories string relPath = inputNode + "/" + dir_entry_p->d_name; if ( stat( relPath.c_str(), &nodeStat ) == -1 ) continue; if (S_ISDIR( nodeStat.st_mode )) continue; if(!strcmp(dir_entry_p->d_name, "")) continue; if ( detect(relPath, cascadeXML, rois, minNbr, equalize, greyscale, aspect_x, aspect_y, interactive, windowName) != -1 ) { if (!firstFile) printf(",\n"); printJSON(relPath, rois); firstFile = false; } } printf("]\n}\n"); } else if( nodeStat.st_mode & S_IFREG ) { // Single file detect(inputNode, cascadeXML, rois, minNbr, equalize, greyscale, aspect_x, aspect_y, interactive, windowName); } else { fprintf(stderr, "%s is neither a file nor directory\n", inputNode.c_str()); } } else { fprintf(stderr, "Could not open %s\n", inputNode.c_str()); } if (interactive) destroyWindow(windowName); return 0; }