/*M/////////////////////////////////////////////////////////////////////////////////////// // // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. // // By downloading, copying, installing or using the software you agree to this license. // If you do not agree to this license, do not download, install, // copy or use the software. // // // License Agreement // For Open Source Computer Vision Library // // Copyright (C) 2015, Itseez Inc, all rights reserved. // Third party copyrights are property of their respective owners. // // Redistribution and use in source and binary forms, with or without modification, // are permitted provided that the following conditions are met: // // * Redistribution's of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // // * Redistribution's in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // // * The name of the copyright holders may not be used to endorse or promote products // derived from this software without specific prior written permission. // // This software is provided by the copyright holders and contributors "as is" and // any express or implied warranties, including, but not limited to, the implied // warranties of merchantability and fitness for a particular purpose are disclaimed. // In no event shall the Itseez Inc or contributors be liable for any direct, // indirect, incidental, special, exemplary, or consequential damages // (including, but not limited to, procurement of substitute goods or services; // loss of use, data, or profits; or business interruption) however caused // and on any theory of liability, whether in contract, strict liability, // or tort (including negligence or otherwise) arising in any way out of // the use of this software, even if advised of the possibility of such damage. // // Author: Jiaolong Xu //M*/ #include #include #include #include #include #include #include using namespace cv; using namespace cv::dpm; using namespace std; int save_results(const string id, const vector ds, ofstream &out); static void help() { cout << "\nThis example shows object detection on image sequences using \"Deformable Part-based Model (DPM) cascade detection API\n" "Call:\n" "./example_dpm_cascade_detect_sequence \n" "The image names has to be provided in \"files.txt\" under .\n" << endl; } static bool readImageLists( const string &file, vector &imgFileList) { ifstream in(file.c_str(), ios::binary); if (in.is_open()) { while (in) { string line; getline(in, line); imgFileList.push_back(line); } return true; } else { cerr << "Invalid image index file: " << file << endl; return false; } } void drawBoxes(Mat &frame, vector ds, Scalar color, string text); int main( int argc, char** argv ) { const char* keys = { "{@model_path | | Path of the DPM cascade model}" "{@image_dir | | Directory of the images }" }; CommandLineParser parser(argc, argv, keys); string model_path(parser.get(0)); string image_dir(parser.get(1)); string image_list = image_dir + "/files.txt"; if( model_path.empty() || image_dir.empty() ) { help(); return -1; } vector imgFileList; if ( !readImageLists(image_list, imgFileList) ) return -1; cv::Ptr detector = \ DPMDetector::create(vector(1, model_path)); namedWindow("DPM Cascade Detection", 1); // the color of the rectangle Scalar color(0, 255, 255); // yellow Mat frame; for (size_t i = 0; i < imgFileList.size(); i++) { double t = (double) getTickCount(); vector ds; Mat image = imread(image_dir + "/" + imgFileList[i]); frame = image.clone(); if (image.empty()) { cerr << "\nInvalid image:\n" << imgFileList[i] << endl; return -1; } // detection detector->detect(image, ds); // compute frame per second (fps) t = ((double) getTickCount() - t)/getTickFrequency();//elapsed time // draw boxes string text = format("%0.1f fps", 1.0/t); drawBoxes(frame, ds, color, text); // show detections imshow("DPM Cascade Detection", frame); if ( waitKey(30) >= 0) break; } return 0; } void drawBoxes(Mat &frame, \ vector ds, Scalar color, string text) { for (unsigned int i = 0; i < ds.size(); i++) { rectangle(frame, ds[i].rect, color, 2); } // draw text on image Scalar textColor(0,0,250); putText(frame, text, Point(10,50), FONT_HERSHEY_PLAIN, 2, textColor, 2); }