tutorial-mb-generic-tracker.cpp

#include <visp3/core/vpConfig.h>
#include <visp3/core/vpIoTools.h>
#include <visp3/gui/vpDisplayGDI.h>
#include <visp3/gui/vpDisplayOpenCV.h>
#include <visp3/gui/vpDisplayX.h>
#include <visp3/io/vpImageIo.h>
#include <visp3/mbt/vpMbGenericTracker.h>
#include <visp3/io/vpVideoReader.h>
 
int main(int argc, char **argv)
{
#if defined(VISP_HAVE_OPENCV)
#ifdef ENABLE_VISP_NAMESPACE
  using namespace VISP_NAMESPACE_NAME;
#endif
 
  try {
    std::string opt_videoname = "model/teabox/teabox.mp4";
    std::string opt_modelname = "model/teabox/teabox.cao";
    int opt_tracker = 2; // Hybrid tracker
 
    for (int i = 0; i < argc; i++) {
      if (std::string(argv[i]) == "--video")
        opt_videoname = std::string(argv[i + 1]);
      else if (std::string(argv[i]) == "--model")
        opt_modelname = std::string(argv[i + 1]);
      else if (std::string(argv[i]) == "--tracker")
        opt_tracker = atoi(argv[i + 1]);
      else if (std::string(argv[i]) == "--help" || std::string(argv[i]) == "-h") {
        std::cout << "\nUsage: " << argv[0]
          << " [--video <video name>] [--model <model name>]"
          " [--tracker <0=egde|1=keypoint|2=hybrid>] [--help] [-h]\n"
          << std::endl;
        return EXIT_SUCCESS;
      }
    }
    std::string parentname = vpIoTools::getParent(opt_modelname);
    std::string objectname = vpIoTools::getNameWE(opt_modelname);
 
    if (!parentname.empty())
      objectname = parentname + "/" + objectname;
 
    std::cout << "Video name: " << opt_videoname << std::endl;
    std::cout << "Tracker requested config files: " << objectname << ".[init, cao]" << std::endl;
    std::cout << "Tracker optional config files: " << objectname << ".[ppm]" << std::endl;
 
    vpImage<unsigned char> I;
    vpCameraParameters cam;
    vpHomogeneousMatrix cMo;
 
    vpVideoReader g;
    g.setFileName(opt_videoname);
    g.open(I);
 
    vpDisplay *display = nullptr;
#if defined(VISP_HAVE_X11)
    display = new vpDisplayX;
#elif defined(VISP_HAVE_GDI)
    display = new vpDisplayGDI;
#elif defined(HAVE_OPENCV_HIGHGUI)
    display = new vpDisplayOpenCV;
#endif
    display->init(I, 100, 100, "Model-based tracker");
 
    vpMbGenericTracker tracker;
    if (opt_tracker == 0)
      tracker.setTrackerType(vpMbGenericTracker::EDGE_TRACKER);
#if defined(VISP_HAVE_MODULE_KLT) && defined(HAVE_OPENCV_IMGPROC) && defined(HAVE_OPENCV_VIDEO)
    else if (opt_tracker == 1)
      tracker.setTrackerType(vpMbGenericTracker::KLT_TRACKER);
    else
      tracker.setTrackerType(vpMbGenericTracker::EDGE_TRACKER | vpMbGenericTracker::KLT_TRACKER);
#else
    else {
      std::cout << "klt and hybrid model-based tracker are not available since visp_klt module is not available. "
        "In CMakeGUI turn visp_klt module ON, configure and build ViSP again."
        << std::endl;
      return EXIT_FAILURE;
    }
#endif
 
    if (opt_tracker == 0 || opt_tracker == 2) {
      vpMe me;
      me.setMaskSize(5);
      me.setMaskNumber(180);
      me.setRange(8);
      me.setLikelihoodThresholdType(vpMe::NORMALIZED_THRESHOLD);
      me.setThreshold(20);
      me.setMu1(0.5);
      me.setMu2(0.5);
      me.setSampleStep(4);
      tracker.setMovingEdge(me);
      // Print moving-edges settings
      me = tracker.getMovingEdge();
      me.print();
    }
 
#if defined(VISP_HAVE_MODULE_KLT) && defined(HAVE_OPENCV_IMGPROC) && defined(HAVE_OPENCV_VIDEO)
    if (opt_tracker == 1 || opt_tracker == 2) {
      vpKltOpencv klt_settings;
      klt_settings.setMaxFeatures(300);
      klt_settings.setWindowSize(5);
      klt_settings.setQuality(0.015);
      klt_settings.setMinDistance(8);
      klt_settings.setHarrisFreeParameter(0.01);
      klt_settings.setBlockSize(3);
      klt_settings.setPyramidLevels(3);
      tracker.setKltOpencv(klt_settings);
      tracker.setKltMaskBorder(5);
    }
#endif
 
    cam.initPersProjWithoutDistortion(839, 839, 325, 243);
    tracker.setCameraParameters(cam);
 
    tracker.loadModel(objectname + ".cao");
    tracker.setDisplayFeatures(true);
    tracker.initClick(I, objectname + ".init", true);
 
    while (!g.end()) {
      g.acquire(I);
      vpDisplay::display(I);
      tracker.track(I);
      tracker.getPose(cMo);
      tracker.getCameraParameters(cam);
      tracker.display(I, cMo, cam, vpColor::red, 2);
      vpDisplay::displayFrame(I, cMo, cam, 0.025, vpColor::none, 3);
      vpDisplay::displayText(I, 10, 10, "A click to exit...", vpColor::red);
      vpDisplay::flush(I);
 
      if (vpDisplay::getClick(I, false)) {
        break;
      }
    }
    vpDisplay::getClick(I);
    delete display;
  }
  catch (const vpException &e) {
    std::cout << "Catch a ViSP exception: " << e << std::endl;
    return EXIT_FAILURE;
  }
#else
  (void)argc;
  (void)argv;
  std::cout << "Install OpenCV and rebuild ViSP to use this example." << std::endl;
#endif
  return EXIT_SUCCESS;
}