tutorial-munkres-assignment.cpp

 
#include <functional>
 
// Display
#include <visp3/gui/vpDisplayD3D.h>
#include <visp3/gui/vpDisplayGDI.h>
#include <visp3/gui/vpDisplayGTK.h>
#include <visp3/gui/vpDisplayOpenCV.h>
#include <visp3/gui/vpDisplayX.h>
 
#include <visp3/core/vpColor.h>
 
// Munkres
#include <visp3/core/vpMunkres.h>
 
// Math
#include <visp3/core/vpUniRand.h>
 
int main()
{
#if (VISP_CXX_STANDARD >= VISP_CXX_STANDARD_17) &&                                                                     \
    (!defined(_MSC_VER) || ((VISP_CXX_STANDARD >= VISP_CXX_STANDARD_17) && (_MSC_VER >= 1911)))
 
#if defined(VISP_HAVE_DISPLAY)
  // Create base img
  vpImage<unsigned char> I(480, 640, 255);
 
  // Generate random points
  vpUniRand rand{};
  std::vector<vpImagePoint> rand_ips{};
  while (rand_ips.size() < 10) {
    rand_ips.emplace_back(rand.uniform(10, I.getHeight() - 10), rand.uniform(10, I.getWidth() - 10));
  }
 
  try {
    // Init display
    const auto disp_scale_type = vpDisplay::SCALE_AUTO;
#if defined(VISP_HAVE_X11)
    vpDisplayX d(I, disp_scale_type);
#elif defined(VISP_HAVE_GDI)
    vpDisplayGDI d(I, disp_scale_type);
#elif defined(VISP_HAVE_OPENCV)
    vpDisplayOpenCV d(I, disp_scale_type);
#elif defined(VISP_HAVE_GTK)
    vpDisplayGTK d(I, disp_scale_type);
#elif defined(VISP_HAVE_D3D9)
    vpDisplayD3D d(I, disp_scale_type);
#else
    std::cout << "No image viewer is available..." << std::endl;
#endif
    vpDisplay::setTitle(I, "Munkres Assignment Algorithm");
 
    // Local helper to display a point in the image
    auto display_point = [&I](const vpImagePoint &ip, const vpColor &color) {
      I.display->displayCircle(ip, 5, color, true, 1);
    };
 
    vpDisplay::display(I);
 
    auto disp_lane{0};
    vpDisplay::displayText(I, 15 * ++disp_lane, 15, "Left click to add a point", vpColor::black);
    vpDisplay::displayText(I, 15 * ++disp_lane, 15, "Middle click to continue (run Munkres)", vpColor::black);
    vpDisplay::displayText(I, 15 * ++disp_lane, 15, "Right click to quit", vpColor::black);
 
    std::for_each(begin(rand_ips), end(rand_ips), std::bind(display_point, std::placeholders::_1, vpColor::red));
    vpDisplay::flush(I);
 
    // Ask user to clic on point
    std::vector<vpImagePoint> user_ips{};
    vpMouseButton::vpMouseButtonType button{};
    while (button != vpMouseButton::button2) {
      vpImagePoint ip{};
      vpDisplay::getClick(I, ip, button, true);
      if (button == vpMouseButton::button1) {
        user_ips.push_back(ip);
      } else if (button == vpMouseButton::button3) {
        return EXIT_SUCCESS;
      }
 
      std::for_each(begin(user_ips), end(user_ips), std::bind(display_point, std::placeholders::_1, vpColor::green));
 
      vpDisplay::flush(I);
    }
 
    // Prepare Munkres (init cost matrix with random ip / user ip distances)
    std::vector<std::vector<double> > cost_matrix(rand_ips.size(), std::vector<double>(user_ips.size()));
    for (auto i = 0u; i < rand_ips.size(); i++) {
      for (auto j = 0u; j < user_ips.size(); j++) {
        cost_matrix.at(i).at(j) = vpImagePoint::distance(rand_ips.at(i), user_ips.at(j));
      }
    }
 
    // Display results
    vpDisplay::display(I);
    std::for_each(begin(rand_ips), end(rand_ips), std::bind(display_point, std::placeholders::_1, vpColor::red));
    std::for_each(begin(user_ips), end(user_ips), std::bind(display_point, std::placeholders::_1, vpColor::green));
 
    for (const auto &[i, j] : vpMunkres::run(cost_matrix)) {
      I.display->displayLine(rand_ips.at(i), user_ips.at(j), vpColor::blue, 1);
    }
 
    vpDisplay::displayText(I, 15, 15, "Click to quit", vpColor::black);
    vpDisplay::flush(I);
    vpDisplay::getClick(I);
 
  } catch (const vpException &e) {
    std::cout << "Catch an exception: " << e << std::endl;
  }
#endif // defined(VISP_HAVE_DISPLAY)
#endif
  return EXIT_SUCCESS;
}