//! \example tutorial-matching-keypoint.cpp #include #include #include //! [Include] #include //! [Include] int main() { //! [Define] #if (VISP_HAVE_OPENCV_VERSION >= 0x020101) //! [Define] vpImage I; vpVideoReader reader; reader.setFileName("video-postcard.mpeg"); reader.acquire(I); //! [Construction] const std::string detectorName = "ORB"; const std::string extractorName = "ORB"; // Hamming distance must be used with ORB const std::string matcherName = "BruteForce-Hamming"; vpKeyPoint::vpFilterMatchingType filterType = vpKeyPoint::ratioDistanceThreshold; vpKeyPoint keypoint(detectorName, extractorName, matcherName, filterType); std::cout << "Reference keypoints=" << keypoint.buildReference(I) << std::endl; //! [Construction] //! [Create image] vpImage Idisp; Idisp.resize(I.getHeight(), 2 * I.getWidth()); Idisp.insert(I, vpImagePoint(0, 0)); Idisp.insert(I, vpImagePoint(0, I.getWidth())); //! [Create image] //! [Init display] vpDisplayOpenCV d(Idisp, 0, 0, "Matching keypoints with ORB keypoints"); vpDisplay::display(Idisp); vpDisplay::flush(Idisp); //! [Init display] while (!reader.end()) { //! [Acquisition] reader.acquire(I); Idisp.insert(I, vpImagePoint(0, I.getWidth())); //! [Acquisition] //! [Display] vpDisplay::display(Idisp); vpDisplay::displayLine(Idisp, vpImagePoint(0, I.getWidth()), vpImagePoint(I.getHeight(), I.getWidth()), vpColor::white, 2); //! [Display] //! [Matching] unsigned int nbMatch = keypoint.matchPoint(I); //! [Matching] std::cout << "Matches=" << nbMatch << std::endl; //! [Get matches] vpImagePoint iPref, iPcur; for (unsigned int i = 0; i < nbMatch; i++) { keypoint.getMatchedPoints(i, iPref, iPcur); //! [Get matches] //! [Display matches] vpDisplay::displayLine(Idisp, iPref, iPcur + vpImagePoint(0, I.getWidth()), vpColor::green); //! [Display matches] } //! [Display flush] vpDisplay::flush(Idisp); //! [Display flush] if (vpDisplay::getClick(Idisp, false)) break; } vpDisplay::getClick(Idisp); #endif return 0; }