testMatrixConvolution.cpp

Test matrix convolution.

/****************************************************************************
 *
 * ViSP, open source Visual Servoing Platform software.
 * Copyright (C) 2005 - 2023 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
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 * 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 matrix convolution.
 *
*****************************************************************************/
 
#include <visp3/core/vpMatrix.h>
#include <visp3/core/vpTime.h>
 
namespace
{
bool compareMatrix(const vpMatrix &m, const double *const array)
{
  for (unsigned int i = 0; i < m.getRows(); i++) {
    for (unsigned int j = 0; j < m.getCols(); j++) {
      if (!vpMath::equal(m[i][j], array[i * m.getCols() + j], std::numeric_limits<double>::epsilon()))
        return false;
    }
  }
 
  return true;
}
} // namespace
 
int main()
{
  try {
    {
      vpMatrix A(4, 4);
      A[0][0] = 16;
      A[0][1] = 2;
      A[0][2] = 3;
      A[0][3] = 13;
      A[1][0] = 5;
      A[1][1] = 11;
      A[1][2] = 10;
      A[1][3] = 8;
      A[2][0] = 9;
      A[2][1] = 7;
      A[2][2] = 6;
      A[2][3] = 12;
      A[3][0] = 4;
      A[3][1] = 14;
      A[3][2] = 15;
      A[3][3] = 1;
 
      vpMatrix B(2, 2);
      B[0][0] = 1;
      B[0][1] = 3;
      B[1][0] = 4;
      B[1][1] = 2;
 
      {
        vpMatrix res = vpMatrix::conv2(A, B, "full");
        double ground_truth[5 * 5] = {16, 50, 9,  22, 39, 69,  66, 59, 96, 50, 29, 88, 89,
                                      82, 52, 40, 72, 95, 106, 27, 16, 64, 88, 34, 2};
 
        std::cout << "A:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(A, B, full):\n" << res << std::endl;
 
        if (res.getRows() != 5 || res.getCols() != 5 || !compareMatrix(res, ground_truth)) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
      {
        vpMatrix res = vpMatrix::conv2(A, B, "same");
        double ground_truth[4 * 4] = {66, 59, 96, 50, 88, 89, 82, 52, 72, 95, 106, 27, 64, 88, 34, 2};
 
        std::cout << "\nA:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(A, B, same):\n" << res << std::endl;
 
        if (res.getRows() != 4 || res.getCols() != 4 || !compareMatrix(res, ground_truth)) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
      {
        vpMatrix res = vpMatrix::conv2(A, B, "valid");
        double ground_truth[3 * 3] = {66, 59, 96, 88, 89, 82, 72, 95, 106};
 
        std::cout << "\nA:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(A, B, valid):\n" << res << std::endl;
 
        if (res.getRows() != 3 || res.getCols() != 3 || !compareMatrix(res, ground_truth)) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
    }
 
    {
      vpMatrix A(2, 6);
      for (unsigned int i = 0; i < A.getRows(); i++)
        for (unsigned int j = 0; j < A.getCols(); j++)
          A[i][j] = i * A.getCols() + j;
 
      vpMatrix B(4, 2);
      for (unsigned int i = 0; i < B.getRows(); i++)
        for (unsigned int j = 0; j < B.getCols(); j++)
          B[i][j] = i * B.getCols() + j;
 
      {
        vpMatrix res = vpMatrix::conv2(A, B, "full");
        double ground_truth[5 * 7] = {0,  0,  1,  2,  3,  4,  5,   0,   8,   14, 20, 26, 32, 26,  12,  36,  50, 64,
                                      78, 92, 58, 24, 64, 86, 108, 130, 152, 90, 36, 84, 97, 110, 123, 136, 77};
 
        std::cout << "A:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(A, B, full):\n" << res << std::endl;
 
        if (res.getRows() != 5 || res.getCols() != 7 || !compareMatrix(res, ground_truth)) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
      {
        vpMatrix res = vpMatrix::conv2(A, B, "same");
        double ground_truth[2 * 6] = {36, 50, 64, 78, 92, 58, 64, 86, 108, 130, 152, 90};
 
        std::cout << "\nA:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(A, B, same):\n" << res << std::endl;
 
        if (res.getRows() != 2 || res.getCols() != 6 || !compareMatrix(res, ground_truth)) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
      {
        vpMatrix res = vpMatrix::conv2(A, B, "valid");
 
        std::cout << "\nA:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(A, B, valid):\n" << res << std::endl;
 
        if (res.getRows() != 0 || res.getCols() != 0) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
 
      {
        vpMatrix res = vpMatrix::conv2(B, A, "full");
        double ground_truth[5 * 7] = {0,  0,  1,  2,  3,  4,  5,   0,   8,   14, 20, 26, 32, 26,  12,  36,  50, 64,
                                      78, 92, 58, 24, 64, 86, 108, 130, 152, 90, 36, 84, 97, 110, 123, 136, 77};
 
        std::cout << "A:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(B, A, full):\n" << res << std::endl;
 
        if (res.getRows() != 5 || res.getCols() != 7 || !compareMatrix(res, ground_truth)) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
      {
        vpMatrix res = vpMatrix::conv2(B, A, "same");
        double ground_truth[4 * 2] = {20, 26, 64, 78, 108, 130, 110, 123};
 
        std::cout << "\nA:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(B, A, same):\n" << res << std::endl;
 
        if (res.getRows() != 4 || res.getCols() != 2 || !compareMatrix(res, ground_truth)) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
      {
        vpMatrix res = vpMatrix::conv2(B, A, "valid");
 
        std::cout << "\nA:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(B, A, valid):\n" << res << std::endl;
 
        if (res.getRows() != 0 || res.getCols() != 0) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
    }
 
    {
      vpMatrix A(4, 4);
      A[0][0] = 16;
      A[0][1] = 2;
      A[0][2] = 3;
      A[0][3] = 13;
      A[1][0] = 5;
      A[1][1] = 11;
      A[1][2] = 10;
      A[1][3] = 8;
      A[2][0] = 9;
      A[2][1] = 7;
      A[2][2] = 6;
      A[2][3] = 12;
      A[3][0] = 4;
      A[3][1] = 14;
      A[3][2] = 15;
      A[3][3] = 1;
 
      vpMatrix B(3, 3);
      B[0][0] = 8;
      B[0][1] = 1;
      B[0][2] = 6;
      B[1][0] = 3;
      B[1][1] = 5;
      B[1][2] = 7;
      B[2][0] = 4;
      B[2][1] = 9;
      B[2][2] = 2;
 
      {
        vpMatrix res = vpMatrix::conv2(A, B, "full");
        double ground_truth[6 * 6] = {128, 32,  122, 119, 31,  78,  88, 179, 252, 208, 154, 139,
                                      151, 275, 291, 378, 281, 154, 79, 271, 423, 366, 285, 106,
                                      48,  171, 248, 292, 230, 31,  16, 92,  194, 167, 39,  2};
 
        std::cout << "A:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(A, B, full):\n" << res << std::endl;
 
        if (res.getRows() != 6 || res.getCols() != 6 || !compareMatrix(res, ground_truth)) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
      {
        vpMatrix res = vpMatrix::conv2(A, B, "same");
        double ground_truth[4 * 4] = {179, 252, 208, 154, 275, 291, 378, 281, 271, 423, 366, 285, 171, 248, 292, 230};
 
        std::cout << "\nA:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(A, B, same):\n" << res << std::endl;
 
        if (res.getRows() != 4 || res.getCols() != 4 || !compareMatrix(res, ground_truth)) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
      {
        vpMatrix res = vpMatrix::conv2(A, B, "valid");
        double ground_truth[2 * 2] = {291, 378, 423, 366};
 
        std::cout << "\nA:\n" << A << "\nB:\n" << B << "\nvpMatrix::conv2(A, B, valid):\n" << res << std::endl;
 
        if (res.getRows() != 2 || res.getCols() != 2 || !compareMatrix(res, ground_truth)) {
          throw vpException(vpException::badValue, "Issue with vpMatrix::conv2()");
        }
      }
    }
  } catch (const vpException &e) {
    std::cout << "Catch an exception: " << e.what() << std::endl;
    return EXIT_FAILURE;
  }
}