#include <opencv2/opencv.hpp> #include <opencv2/tracking.hpp> #include <opencv2/core/ocl.hpp> using namespace cv; using namespace std; // Convert to string #define SSTR(x) static_cast<ostringstream &>((ostringstream() << dec << x)).str() int main(int argc, char **argv) { // List of tracker types in OpenCV 3.2 // NOTE: GOTURN implementation is buggy and does not work. string trackerTypes[7] = {"BOOSTING", "MIL", "KCF", "TLD", "MEDIANFLOW", "GOTURN", "CSRT"}; // Create a tracker string trackerType = trackerTypes[2]; // You can change the index to try different tracker types Ptr<Tracker> tracker; #if (CV_MINOR_VERSION < 3) { tracker = Tracker::create(trackerType); } #else { // Create a tracker based on the selected type if (trackerType == "BOOSTING") tracker = TrackerBoosting::create(); if (trackerType == "MIL") tracker = TrackerMIL::create(); if (trackerType == "KCF") tracker = TrackerKCF::create(); if (trackerType == "TLD") tracker = TrackerTLD::create(); if (trackerType == "MEDIANFLOW") tracker = TrackerMedianFlow::create(); if (trackerType == "GOTURN") tracker = TrackerGOTURN::create(); if (trackerType == "CSRT") tracker = TrackerCSRT::create(); } #endif // Read video VideoCapture video("videos/chaplin.mp4"); // Exit if video is not opened if (!video.isOpened()) { cout << "Could not read video file" << endl; return 1; } // Read first frame Mat frame; bool ok = video.read(frame); // Define initial bounding box Rect2d bbox(287, 23, 86, 320); // Uncomment the line below to select a different bounding box interactively // bbox = selectROI(frame, false); // Display initial bounding box rectangle(frame, bbox, Scalar(255, 0, 0), 2, 1); imshow("Tracking", frame); // Initialize the tracker with the selected bounding box tracker->init(frame, bbox); while (video.read(frame)) { // Start timer double timer = (double)getTickCount(); // Update the tracking result bool ok = tracker->update(frame, bbox); // Calculate Frames per second (FPS) float fps = getTickFrequency() / ((double)getTickCount() - timer); if (ok) { // Tracking success: Draw the tracked object rectangle(frame, bbox, Scalar(255, 0, 0), 2, 1); } else { // Tracking failure detected. putText(frame, "Tracking failure detected", Point(100, 80), FONT_HERSHEY_SIMPLEX, 0.75, Scalar(0, 0, 255), 2); } // Display tracker type on frame putText(frame, trackerType + " Tracker", Point(100, 20), FONT_HERSHEY_SIMPLEX, 0.75, Scalar(50, 170, 50), 2); // Display FPS on frame putText(frame, "FPS : " + SSTR(int(fps)), Point(100, 50), FONT_HERSHEY_SIMPLEX, 0.75, Scalar(50, 170, 50), 2); // Display frame. imshow("Tracking", frame); // Exit if ESC pressed. int k = waitKey(1); if (k == 27) { break; } } return 0; }
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