testImageTemplateMatching.cpp

Test vpImageTools::templateMatching().

/*
 * ViSP, open source Visual Servoing Platform software.
 * Copyright (C) 2005 - 2024 by Inria. All rights reserved.
 *
 * This software is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 2 of the License, or
 * (at your option) any later version.
 * See the file LICENSE.txt at the root directory of this source
 * distribution for additional information about the GNU GPL.
 *
 * For using ViSP with software that can not be combined with the GNU
 * GPL, please contact Inria about acquiring a ViSP Professional
 * Edition License.
 *
 * See https://visp.inria.fr for more information.
 *
 * This software was developed at:
 * Inria Rennes - Bretagne Atlantique
 * Campus Universitaire de Beaulieu
 * 35042 Rennes Cedex
 * France
 *
 * If you have questions regarding the use of this file, please contact
 * Inria at visp@inria.fr
 *
 * This file is provided AS IS with NO WARRANTY OF ANY KIND, INCLUDING THE
 * WARRANTY OF DESIGN, MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.
 *
 * Description:
 * Test vpImageTools::templateMatching().
 */
 
#include <visp3/core/vpImage.h>
#include <visp3/core/vpImageTools.h>
#include <visp3/core/vpIoTools.h>
#include <visp3/gui/vpDisplayGDI.h>
#include <visp3/gui/vpDisplayOpenCV.h>
#include <visp3/gui/vpDisplayX.h>
#include <visp3/io/vpParseArgv.h>
#include <visp3/io/vpVideoReader.h>
 
// List of allowed command line options
#define GETOPTARGS "cdi:th"
 
#ifdef ENABLE_VISP_NAMESPACE
using namespace VISP_NAMESPACE_NAME;
#endif
 
namespace
{
void usage(const char *name, const char *badparam, std::string ipath)
{
  fprintf(stdout, "\n\
  Test vpImageTools::templateMatching().\n\
  \n\
  SYNOPSIS\n\
    %s [-i <VISP_IMAGES directory>]                           \n\
       [-c] [-t]                                              \n\
       [-h]\n            \
  ",
          name);
 
  fprintf(stdout, "\n\
  OPTIONS:                                               Default\n\
    -i <VISP_IMAGES directory>                                %s\n\
       Set VISP_IMAGES input path.\n\
       Setting the VISP_INPUT_IMAGE_PATH environment\n\
       variable produces the same behaviour than using\n\
       this option.\n\
  \n\
    -c \n\
       Mouse click.\n\
    -t \n\
       Perform template matching on cube sequence.\n\
    -h\n\
       Print the help.\n\n",
          ipath.c_str());
 
  if (badparam)
    fprintf(stdout, "\nERROR: Bad parameter [%s]\n", badparam);
}
 
bool getOptions(int argc, const char **argv, std::string &ipath, bool &click, bool &doTemplateMatching)
{
  const char *optarg_;
  int c;
  while ((c = vpParseArgv::parse(argc, argv, GETOPTARGS, &optarg_)) > 1) {
 
    switch (c) {
    case 'i':
      ipath = optarg_;
      break;
    case 'h':
      usage(argv[0], nullptr, ipath);
      return false;
      break;
    case 't':
      doTemplateMatching = true;
      break;
 
    case 'c':
      click = true;
      break;
    case 'd':
      break;
 
    default:
      usage(argv[0], optarg_, ipath);
      return false;
      break;
    }
  }
 
  if ((c == 1) || (c == -1)) {
    // standalone param or error
    usage(argv[0], nullptr, ipath);
    std::cerr << "ERROR: " << std::endl;
    std::cerr << "  Bad argument " << optarg_ << std::endl << std::endl;
    return false;
  }
 
  return true;
}
} // namespace
 
int main(int argc, const char **argv)
{
#if defined(VISP_HAVE_OPENCV) && (VISP_HAVE_OPENCV_VERSION >= 0x030000) && defined(HAVE_OPENCV_IMGPROC)
  {
    const int h = 5, w = 5;
    vpImage<unsigned char> I(h, w);
    I[0][0] = 1;
    I[0][1] = 2;
    I[0][2] = 2;
    I[0][3] = 4;
    I[0][4] = 1;
    I[1][0] = 3;
    I[1][1] = 4;
    I[1][2] = 1;
    I[1][3] = 5;
    I[1][4] = 2;
    I[2][0] = 2;
    I[2][1] = 3;
    I[2][2] = 3;
    I[2][3] = 2;
    I[2][4] = 4;
    I[3][0] = 4;
    I[3][1] = 1;
    I[3][2] = 5;
    I[3][3] = 4;
    I[3][4] = 6;
    I[4][0] = 6;
    I[4][1] = 3;
    I[4][2] = 2;
    I[4][3] = 1;
    I[4][4] = 3;
 
    vpImage<double> II, IIsq;
    vpImageTools::integralImage(I, II, IIsq);
    std::cout << "I:\n" << I << std::endl;
    std::cout << "II:\n" << II << std::endl;
    std::cout << "IIsq:\n" << IIsq << std::endl;
 
    cv::Mat mat(h, w, CV_64F);
    for (int i = 0; i < h; i++) {
      for (int j = 0; j < w; j++) {
        mat.at<double>(i, j) = I[i][j];
      }
    }
 
    cv::Mat sum, sqsum;
    cv::integral(mat, sum, sqsum);
    std::cout << "mat:\n" << mat << std::endl;
    std::cout << "sum:\n" << sum << std::endl;
    std::cout << "sqsum:\n" << sqsum << std::endl;
 
    for (int i = 0; i < h; i++) {
      for (int j = 0; j < w; j++) {
        if (!vpMath::equal(II[i][j], sum.at<double>(i, j), std::numeric_limits<double>::epsilon())) {
          std::cerr << "Error vpImageTools::integralImage(II), reference: " << std::setprecision(17)
            << sum.at<double>(i, j) << " ; compute: " << II[i][j] << std::endl;
          return EXIT_FAILURE;
        }
 
        if (!vpMath::equal(IIsq[i][j], sqsum.at<double>(i, j), std::numeric_limits<double>::epsilon())) {
          std::cerr << "Error vpImageTools::integralImage(IIsq), reference: " << std::setprecision(17)
            << sqsum.at<double>(i, j) << " ; compute: " << IIsq[i][j] << std::endl;
          return EXIT_FAILURE;
        }
      }
    }
  }
#endif
 
try {
  std::string env_ipath;
  std::string opt_ipath;
  std::string ipath;
  std::string filename;
  bool click = false;
  bool doTemplateMatching = false;
 
#if VISP_HAVE_DATASET_VERSION >= 0x030600
  std::string ext("png");
#else
  std::string ext("pgm");
#endif
 
    // Get the visp-images-data package path or VISP_INPUT_IMAGE_PATH
    // environment variable value
  env_ipath = vpIoTools::getViSPImagesDataPath();
 
  // Set the default input path
  if (!env_ipath.empty()) {
    ipath = env_ipath;
  }
 
  // Read the command line options
  if (!getOptions(argc, argv, opt_ipath, click, doTemplateMatching)) {
    exit(EXIT_FAILURE);
  }
 
  // Get the option values
  if (!opt_ipath.empty()) {
    ipath = opt_ipath;
  }
 
  // Compare ipath and env_ipath. If they differ, we take into account
  // the input path coming from the command line option
  if (!opt_ipath.empty() && !env_ipath.empty()) {
    if (ipath != env_ipath) {
      std::cout << std::endl << "WARNING: " << std::endl;
      std::cout << "  Since -i <visp image path=" << ipath << "> "
        << "  is different from VISP_IMAGE_PATH=" << env_ipath << std::endl
        << "  we skip the environment variable." << std::endl;
    }
  }
 
  // Test if an input path is set
  if (opt_ipath.empty() && env_ipath.empty()) {
    usage(argv[0], nullptr, ipath);
    std::cerr << std::endl << "ERROR:" << std::endl;
    std::cerr << "  Use -i <visp image path> option or set VISP_INPUT_IMAGE_PATH " << std::endl
      << "  environment variable to specify the location of the " << std::endl
      << "  image path where test images are located." << std::endl
      << std::endl;
    exit(EXIT_FAILURE);
  }
 
  //
  // Here starts really the test
  //
 
  // Load cube sequence
  filename = vpIoTools::createFilePath(ipath, "mbt/cube/image%04d." + ext);
 
  vpVideoReader reader;
  reader.setFileName(filename);
  vpImage<unsigned char> I, I_template;
  reader.open(I);
  vpRect template_roi(vpImagePoint(201, 310), vpImagePoint(201 + 152 - 1, 310 + 138 - 1));
  vpImageTools::crop(I, template_roi, I_template);
 
  if (doTemplateMatching) {
#if defined(VISP_HAVE_X11) || defined(VISP_HAVE_GDI) || defined(VISP_HAVE_OPENCV)
 
#if defined(VISP_HAVE_X11)
    vpDisplayX d;
#elif defined(VISP_HAVE_GDI)
    vpDisplayGDI d;
#elif defined(HAVE_OPENCV_HIGHGUI)
    vpDisplayOpenCV d;
#endif
 
    d.init(I, 0, 0, "Image");
 
    vpImage<double> I_score;
    std::vector<double> benchmark_vec;
    bool quit = false;
    while (!reader.end() && !quit) {
      reader.acquire(I);
 
      vpDisplay::display(I);
 
      std::stringstream ss;
      ss << "Frame: " << reader.getFrameIndex();
      vpDisplay::displayText(I, 20, 20, ss.str(), vpColor::red);
 
      // Basic template matching
      double t_proc = vpTime::measureTimeMs();
      const unsigned int step_u = 5, step_v = 5;
      vpImageTools::templateMatching(I, I_template, I_score, step_u, step_v);
 
      vpImagePoint max_loc;
      double max_correlation = -1.0;
      I_score.getMinMaxLoc(nullptr, &max_loc, nullptr, &max_correlation);
      t_proc = vpTime::measureTimeMs() - t_proc;
      benchmark_vec.push_back(t_proc);
 
      ss.str("");
      ss << "Template matching: " << t_proc << " ms";
      vpDisplay::displayText(I, 40, 20, ss.str(), vpColor::red);
 
      ss.str("");
      ss << "Max correlation: " << max_correlation;
      vpDisplay::displayText(I, 60, 20, ss.str(), vpColor::red);
 
      vpDisplay::displayRectangle(I, max_loc, I_template.getWidth(), I_template.getHeight(), vpColor::red, false, 1);
 
      vpDisplay::flush(I);
 
      vpMouseButton::vpMouseButtonType button;
      if (vpDisplay::getClick(I, button, click)) {
        switch (button) {
        case vpMouseButton::button1:
          quit = !click;
          break;
 
        case vpMouseButton::button3:
          click = !click;
          break;
 
        default:
          break;
        }
      }
    }
 
    if (!benchmark_vec.empty()) {
      std::cout << "Processing time, Mean: " << vpMath::getMean(benchmark_vec)
        << " ms ; Median: " << vpMath::getMedian(benchmark_vec)
        << " ms ; Std: " << vpMath::getStdev(benchmark_vec) << " ms" << std::endl;
    }
#endif
  }
  else {
 // ctest case
 // Basic template matching
    const unsigned int step_u = 5, step_v = 5;
    vpImage<double> I_score, I_score_gold;
 
    double t = vpTime::measureTimeMs();
    vpImageTools::templateMatching(I, I_template, I_score, step_u, step_v, true);
    t = vpTime::measureTimeMs() - t;
 
    double t_gold = vpTime::measureTimeMs();
    vpImageTools::templateMatching(I, I_template, I_score_gold, step_u, step_v, false);
    t_gold = vpTime::measureTimeMs() - t_gold;
 
    std::cout << "Template matching: " << t << " ms" << std::endl;
    std::cout << "Template matching (gold): " << t_gold << " ms" << std::endl;
 
    for (unsigned int i = 0; i < I_score.getHeight(); i++) {
      for (unsigned int j = 0; j < I_score.getWidth(); j++) {
        if (!vpMath::equal(I_score[i][j], I_score_gold[i][j], 1e-9)) {
          std::cerr << "Issue with template matching, gold: " << std::setprecision(17) << I_score_gold[i][j]
            << " ; compute: " << I_score[i][j] << std::endl;
          return EXIT_FAILURE;
        }
      }
    }
  }
 
}
catch (const vpException &e) {
  std::cerr << "\nCatch an exception: " << e << std::endl;
  return EXIT_FAILURE;
}
 
return EXIT_SUCCESS;
}