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test_f1.cpp

test_f1.cpp 52 KB
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  1. /*M///////////////////////////////////////////////////////////////////////////////////////
    2. 

  2. //
    3. 

  3. //  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
    4. 

  4. //
    5. 

  5. //  By downloading, copying, installing or using the software you agree to this license.
    6. 

  6. //  If you do not agree to this license, do not download, install,
    7. 

  7. //  copy or use the software.
    8. 

  8. //
    9. 

  9. //
    10. 

  10. //                           License Agreement
    11. 

  11. //                For Open Source Computer Vision Library
    12. 

  12. //
    13. 

  13. // Copyright (C) 2015, University of Ostrava, Institute for Research and Applications of Fuzzy Modeling,
    14. 

  14. // Pavel Vlasanek, all rights reserved. Third party copyrights are property of their respective owners.
    15. 

  15. //
    16. 

  16. // Redistribution and use in source and binary forms, with or without modification,
    17. 

  17. // are permitted provided that the following conditions are met:
    18. 

  18. //
    19. 

  19. //   * Redistribution's of source code must retain the above copyright notice,
    20. 

  20. //     this list of conditions and the following disclaimer.
    21. 

  21. //
    22. 

  22. //   * Redistribution's in binary form must reproduce the above copyright notice,
    23. 

  23. //     this list of conditions and the following disclaimer in the documentation
    24. 

  24. //     and/or other materials provided with the distribution.
    25. 

  25. //
    26. 

  26. //   * The name of the copyright holders may not be used to endorse or promote products
    27. 

  27. //     derived from this software without specific prior written permission.
    28. 

  28. //
    29. 

  29. // This software is provided by the copyright holders and contributors "as is" and
    30. 

  30. // any express or implied warranties, including, but not limited to, the implied
    31. 

  31. // warranties of merchantability and fitness for a particular purpose are disclaimed.
    32. 

  32. // In no event shall the Intel Corporation or contributors be liable for any direct,
    33. 

  33. // indirect, incidental, special, exemplary, or consequential damages
    34. 

  34. // (including, but not limited to, procurement of substitute goods or services;
    35. 

  35. // loss of use, data, or profits; or business interruption) however caused
    36. 

  36. // and on any theory of liability, whether in contract, strict liability,
    37. 

  37. // or tort (including negligence or otherwise) arising in any way out of
    38. 

  38. // the use of this software, even if advised of the possibility of such damage.
    39. 

  39. //
    40. 

  40. //M*/
    41. 

  41. 

  42. #include "test_precomp.hpp"
    43. 

  43. 

  44. namespace opencv_test { namespace {
    45. 

  45. 

  46. TEST(fuzzy_f1, elements)
    47. 

  47. {
    48. 

  48.     float arI[16][16] =
    49. 

  49.     {
    50. 

  50.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    51. 

  51.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    52. 

  52.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    53. 

  53.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    54. 

  54.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    55. 

  55.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    56. 

  56.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    57. 

  57.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    58. 

  58.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    59. 

  59.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    60. 

  60.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    61. 

  61.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    62. 

  62.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    63. 

  63.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    64. 

  64.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255},
    65. 

  65.         {0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255}
    66. 

  66.     };
    67. 

  67.     Mat I = Mat(16, 16, CV_32F, arI);
    68. 

  68. 

  69.     float arDemandedC00[9][9] =
    70. 

  70.     {
    71. 

  71.         {0, 2.5, 33.75, 80.25, 127, 173.75, 220.75, 252.25, 255},
    72. 

  72.         {0, 2.5, 33.75, 80.25, 127, 173.75, 220.75, 252.25, 255},
    73. 

  73.         {0, 2.5, 33.75, 80.25, 127, 173.75, 220.75, 252.25, 255},
    74. 

  74.         {0, 2.5, 33.75, 80.25, 127, 173.75, 220.75, 252.25, 255},
    75. 

  75.         {0, 2.5, 33.75, 80.25, 127, 173.75, 220.75, 252.25, 255},
    76. 

  76.         {0, 2.5, 33.75, 80.25, 127, 173.75, 220.75, 252.25, 255},
    77. 

  77.         {0, 2.5, 33.75, 80.25, 127, 173.75, 220.75, 252.25, 255},
    78. 

  78.         {0, 2.5, 33.75, 80.25, 127, 173.75, 220.75, 252.25, 255},
    79. 

  79.         {0, 2.5, 33.75, 80.25, 127, 173.75, 220.75, 252.25, 255}
    80. 

  80.     };
    81. 

  81.     Mat demandedC00 = Mat(9, 9, CV_32F, arDemandedC00);
    82. 

  82. 

  83.     float arDemandedC10[9][9] =
    84. 

  84.     {
    85. 

  85.         {0, 5, 23.5, 23.5, 23, 23.5, 23.5, 5.5, -255},
    86. 

  86.         {0, 5, 23.5, 23.5, 23, 23.5, 23.5, 5.5, -255},
    87. 

  87.         {0, 5, 23.5, 23.5, 23, 23.5, 23.5, 5.5, -255},
    88. 

  88.         {0, 5, 23.5, 23.5, 23, 23.5, 23.5, 5.5, -255},
    89. 

  89.         {0, 5, 23.5, 23.5, 23, 23.5, 23.5, 5.5, -255},
    90. 

  90.         {0, 5, 23.5, 23.5, 23, 23.5, 23.5, 5.5, -255},
    91. 

  91.         {0, 5, 23.5, 23.5, 23, 23.5, 23.5, 5.5, -255},
    92. 

  92.         {0, 5, 23.5, 23.5, 23, 23.5, 23.5, 5.5, -255},
    93. 

  93.         {0, 5, 23.5, 23.5, 23, 23.5, 23.5, 5.5, -255}
    94. 

  94.     };
    95. 

  95.     Mat demandedC10 = Mat(9, 9, CV_32F, arDemandedC10);
    96. 

  96. 

  97.     float arDemandedC01[9][9] =
    98. 

  98.     {
    99. 

  99.         {0, 2.5, 33.75, 80.25, 127, 173.75, 220.75, 252.25, 255},
    100. 

  100.         {0, 0, 0, 0, 0, 0, 0, 0, 0},
    101. 

  101.         {0, 0, 0, 0, 0, 0, 0, 0, 0},
    102. 

  102.         {0, 0, 0, 0, 0, 0, 0, 0, 0},
    103. 

  103.         {0, 0, 0, 0, 0, 0, 0, 0, 0},
    104. 

  104.         {0, 0, 0, 0, 0, 0, 0, 0, 0},
    105. 

  105.         {0, 0, 0, 0, 0, 0, 0, 0, 0},
    106. 

  106.         {0, 0, 0, 0, 0, 0, 0, 0, 0},
    107. 

  107.         {0, -2.5, -33.75, -80.25, -127, -173.75, -220.75, -252.25, -255}
    108. 

  108.     };
    109. 

  109.     Mat demandedC01 = Mat(9, 9, CV_32F, arDemandedC01);
    110. 

  110. 

  111.     float arDemandedComp[45][45] =
    112. 

  112.     {
    113. 

  113.         {0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255},
    114. 

  114.         {0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255},
    115. 

  115.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    116. 

  116.         {0, 0, 0, 0, 0, -5, 0, 5, 10, 15, 20.5, 44, 67.5, 91, 114.5, 113.5, 137, 160.5, 184, 207.5, 208, 231, 254, 277, 300, 300.5, 324, 347.5, 371, 394.5, 394.5, 418, 441.5, 465, 488.5, 493.5, 499, 504.5, 510, 252.25, 1020, 765, 255, 255, 255},
    117. 

  117.         {0, 0, 0, 0, 0, -2.5, 2.5, 7.5, 12.5, 17.5, 54.25, 77.75, 101.25, 124.75, 148.25, 193.75, 217.25, 240.75, 264.25, 287.75, 335, 358, 381, 404, 427, 474.25, 497.75, 521.25, 544.75, 568.25, 615.25, 638.75, 662.25, 685.75, 709.25, 745.75, 751.25, 756.75, 762.25, 252.25, 1275, 1020, 255, 255, 255},
    118. 

  118.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    119. 

  119.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    120. 

  120.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    121. 

  121.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    122. 

  122.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    123. 

  123.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    124. 

  124.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    125. 

  125.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    126. 

  126.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    127. 

  127.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    128. 

  128.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    129. 

  129.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    130. 

  130.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    131. 

  131.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    132. 

  132.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    133. 

  133.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    134. 

  134.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    135. 

  135.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    136. 

  136.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    137. 

  137.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    138. 

  138.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    139. 

  139.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    140. 

  140.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    141. 

  141.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    142. 

  142.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    143. 

  143.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    144. 

  144.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    145. 

  145.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    146. 

  146.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    147. 

  147.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    148. 

  148.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    149. 

  149.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    150. 

  150.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    151. 

  151.         {0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255},
    152. 

  152.         {0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255},
    153. 

  153.         {0, 0, 0, 0, 0, -2.5, 2.5, 7.5, 12.5, 17.5, 54.25, 77.75, 101.25, 124.75, 148.25, 193.75, 217.25, 240.75, 264.25, 287.75, 335, 358, 381, 404, 427, 474.25, 497.75, 521.25, 544.75, 568.25, 615.25, 638.75, 662.25, 685.75, 709.25, 745.75, 751.25, 756.75, 762.25, 252.25, 1275, 1020, 255, 255, 255},
    154. 

  154.         {0, 0, 0, 0, 0, -5, 0, 5, 10, 15, 20.5, 44, 67.5, 91, 114.5, 113.5, 137, 160.5, 184, 207.5, 208, 231, 254, 277, 300, 300.5, 324, 347.5, 371, 394.5, 394.5, 418, 441.5, 465, 488.5, 493.5, 499, 504.5, 510, 252.25, 1020, 765, 255, 255, 255},
    155. 

  155.         {0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255},
    156. 

  156.         {0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255},
    157. 

  157.         {0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255}
    158. 

  158.     };
    159. 

  159.     Mat demandedComp = Mat(45, 45, CV_32F, arDemandedComp);
    160. 

  160. 

  161.     Mat kernel;
    162. 

  162.     ft::createKernel(ft::LINEAR, 2, kernel, 1);
    163. 

  163. 

  164.     Mat c00, c10, c01, f1comp;
    165. 

  165.     ft::FT12D_polynomial(I, kernel, c00, c10, c01, f1comp);
    166. 

  166. 

  167.     double n1 = cvtest::norm(demandedC00, c00, NORM_INF);
    168. 

  168.     double n2 = cvtest::norm(demandedC10, c10, NORM_INF);
    169. 

  169.     double n3 = cvtest::norm(demandedC01, c01, NORM_INF);
    170. 

  170.     double n4 = cvtest::norm(demandedComp, f1comp, NORM_INF);
    171. 

  171. 

  172.     EXPECT_DOUBLE_EQ(n1 + n2 + n3 + n4, 0);
    173. 

  173. }
    174. 

  174. 

  175. TEST(fuzzy_f1, components)
    176. 

  176. {
    177. 

  177.     float arI[16][16] =
    178. 

  178.     {
    179. 

  179.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    180. 

  180.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    181. 

  181.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    182. 

  182.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    183. 

  183.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    184. 

  184.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    185. 

  185.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    186. 

  186.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    187. 

  187.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    188. 

  188.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    189. 

  189.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    190. 

  190.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    191. 

  191.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    192. 

  192.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    193. 

  193.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    194. 

  194.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 }
    195. 

  195.     };
    196. 

  196.     Mat I = Mat(16, 16, CV_32F, arI);
    197. 

  197. 

  198.     float arDemandedComp[45][45] =
    199. 

  199.     {
    200. 

  200.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 },
    201. 

  201.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 },
    202. 

  202.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    203. 

  203.         { 0, 0, 0, 0, 0, -5, 0, 5, 10, 15, 20.5, 44, 67.5, 91, 114.5, 113.5, 137, 160.5, 184, 207.5, 208, 231, 254, 277, 300, 300.5, 324, 347.5, 371, 394.5, 394.5, 418, 441.5, 465, 488.5, 493.5, 499, 504.5, 510, 252.25, 1020, 765, 255, 255, 255 },
    204. 

  204.         { 0, 0, 0, 0, 0, -2.5, 2.5, 7.5, 12.5, 17.5, 54.25, 77.75, 101.25, 124.75, 148.25, 193.75, 217.25, 240.75, 264.25, 287.75, 335, 358, 381, 404, 427, 474.25, 497.75, 521.25, 544.75, 568.25, 615.25, 638.75, 662.25, 685.75, 709.25, 745.75, 751.25, 756.75, 762.25, 252.25, 1275, 1020, 255, 255, 255 },
    205. 

  205.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    206. 

  206.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    207. 

  207.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    208. 

  208.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    209. 

  209.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    210. 

  210.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    211. 

  211.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    212. 

  212.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    213. 

  213.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    214. 

  214.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    215. 

  215.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    216. 

  216.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    217. 

  217.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    218. 

  218.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    219. 

  219.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    220. 

  220.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    221. 

  221.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    222. 

  222.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    223. 

  223.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    224. 

  224.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    225. 

  225.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    226. 

  226.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    227. 

  227.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    228. 

  228.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    229. 

  229.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    230. 

  230.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    231. 

  231.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    232. 

  232.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    233. 

  233.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    234. 

  234.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    235. 

  235.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    236. 

  236.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    237. 

  237.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    238. 

  238.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    239. 

  239.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 },
    240. 

  240.         { 0, 0, 0, 0, 0, -2.5, 2.5, 7.5, 12.5, 17.5, 54.25, 77.75, 101.25, 124.75, 148.25, 193.75, 217.25, 240.75, 264.25, 287.75, 335, 358, 381, 404, 427, 474.25, 497.75, 521.25, 544.75, 568.25, 615.25, 638.75, 662.25, 685.75, 709.25, 745.75, 751.25, 756.75, 762.25, 252.25, 1275, 1020, 255, 255, 255 },
    241. 

  241.         { 0, 0, 0, 0, 0, -5, 0, 5, 10, 15, 20.5, 44, 67.5, 91, 114.5, 113.5, 137, 160.5, 184, 207.5, 208, 231, 254, 277, 300, 300.5, 324, 347.5, 371, 394.5, 394.5, 418, 441.5, 465, 488.5, 493.5, 499, 504.5, 510, 252.25, 1020, 765, 255, 255, 255 },
    242. 

  242.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 },
    243. 

  243.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 },
    244. 

  244.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 }
    245. 

  245.     };
    246. 

  246.     Mat demandedComp = Mat(45, 45, CV_32F, arDemandedComp);
    247. 

  247. 

  248.     Mat kernel;
    249. 

  249.     ft::createKernel(ft::LINEAR, 2, kernel, 1);
    250. 

  250. 

  251.     Mat f1comp;
    252. 

  252.     ft::FT12D_components(I, kernel, f1comp);
    253. 

  253. 

  254.     double n1 = cvtest::norm(demandedComp, f1comp, NORM_INF);
    255. 

  255. 

  256.     EXPECT_DOUBLE_EQ(n1, 0);
    257. 

  257. }
    258. 

  258. 

  259. TEST(fuzzy_f1, process)
    260. 

  260. {
    261. 

  261.     float arI[16][16] =
    262. 

  262.     {
    263. 

  263.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    264. 

  264.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    265. 

  265.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    266. 

  266.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    267. 

  267.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    268. 

  268.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    269. 

  269.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    270. 

  270.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    271. 

  271.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    272. 

  272.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    273. 

  273.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    274. 

  274.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    275. 

  275.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    276. 

  276.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    277. 

  277.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 },
    278. 

  278.         { 0, 0, 0, 10, 34, 57, 80, 104, 127, 150, 174, 197, 221, 244, 255, 255 }
    279. 

  279.     };
    280. 

  280.     Mat I = Mat(16, 16, CV_32F, arI);
    281. 

  281. 

  282.     float arDemandedO[16][16] =
    283. 

  283.     {
    284. 

  284.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    285. 

  285.         { 0, -0.625, 3.75, 17.9375, 50.625, 85.5, 120.375, 155.6875, 190.5, 225.3125, 260.625, 295.875, 331.125, 363.75, 378.375, 510.6875 },
    286. 

  286.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    287. 

  287.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    288. 

  288.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    289. 

  289.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    290. 

  290.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    291. 

  291.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    292. 

  292.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    293. 

  293.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    294. 

  294.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    295. 

  295.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    296. 

  296.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    297. 

  297.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    298. 

  298.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    299. 

  299.         { 0, -0.625, 3.75, 17.9375, 50.625, 85.5, 120.375, 155.6875, 190.5, 225.3125, 260.625, 295.875, 331.125, 363.75, 378.375, 510.6875 }
    300. 

  300.     };
    301. 

  301.     Mat demandedO = Mat(16, 16, CV_32F, arDemandedO);
    302. 

  302. 

  303.     Mat kernel;
    304. 

  304.     ft::createKernel(ft::LINEAR, 2, kernel, 1);
    305. 

  305. 

  306.     Mat O;
    307. 

  307.     ft::FT12D_process(I, kernel, O);
    308. 

  308. 

  309.     double n1 = cvtest::norm(demandedO, O, NORM_INF);
    310. 

  310. 

  311.     EXPECT_DOUBLE_EQ(n1, 0);
    312. 

  312. }
    313. 

  313. 

  314. TEST(fuzzy_f1, inversion)
    315. 

  315. {
    316. 

  316.     float arDemandedO[16][16] =
    317. 

  317.     {
    318. 

  318.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    319. 

  319.         { 0, -0.625, 3.75, 17.9375, 50.625, 85.5, 120.375, 155.6875, 190.5, 225.3125, 260.625, 295.875, 331.125, 363.75, 378.375, 510.6875 },
    320. 

  320.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    321. 

  321.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    322. 

  322.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    323. 

  323.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    324. 

  324.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    325. 

  325.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    326. 

  326.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    327. 

  327.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    328. 

  328.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    329. 

  329.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    330. 

  330.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    331. 

  331.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    332. 

  332.         { 0, -1.25, 2.5, 8.875, 33.75, 57, 80.25, 103.875, 127, 150.125, 173.75, 197.25, 220.75, 245.5, 252.25, 383.875 },
    333. 

  333.         { 0, -0.625, 3.75, 17.9375, 50.625, 85.5, 120.375, 155.6875, 190.5, 225.3125, 260.625, 295.875, 331.125, 363.75, 378.375, 510.6875 }
    334. 

  334.     };
    335. 

  335.     Mat demandedO = Mat(16, 16, CV_32F, arDemandedO);
    336. 

  336. 

  337.     float arComp[45][45] =
    338. 

  338.     {
    339. 

  339.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 },
    340. 

  340.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 },
    341. 

  341.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    342. 

  342.         { 0, 0, 0, 0, 0, -5, 0, 5, 10, 15, 20.5, 44, 67.5, 91, 114.5, 113.5, 137, 160.5, 184, 207.5, 208, 231, 254, 277, 300, 300.5, 324, 347.5, 371, 394.5, 394.5, 418, 441.5, 465, 488.5, 493.5, 499, 504.5, 510, 252.25, 1020, 765, 255, 255, 255 },
    343. 

  343.         { 0, 0, 0, 0, 0, -2.5, 2.5, 7.5, 12.5, 17.5, 54.25, 77.75, 101.25, 124.75, 148.25, 193.75, 217.25, 240.75, 264.25, 287.75, 335, 358, 381, 404, 427, 474.25, 497.75, 521.25, 544.75, 568.25, 615.25, 638.75, 662.25, 685.75, 709.25, 745.75, 751.25, 756.75, 762.25, 252.25, 1275, 1020, 255, 255, 255 },
    344. 

  344.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    345. 

  345.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    346. 

  346.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    347. 

  347.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    348. 

  348.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    349. 

  349.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    350. 

  350.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    351. 

  351.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    352. 

  352.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    353. 

  353.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    354. 

  354.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    355. 

  355.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    356. 

  356.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    357. 

  357.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    358. 

  358.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    359. 

  359.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    360. 

  360.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    361. 

  361.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    362. 

  362.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    363. 

  363.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    364. 

  364.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    365. 

  365.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    366. 

  366.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    367. 

  367.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    368. 

  368.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    369. 

  369.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    370. 

  370.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    371. 

  371.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    372. 

  372.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    373. 

  373.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    374. 

  374.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    375. 

  375.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    376. 

  376.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    377. 

  377.         { 0, 0, 0, 0, 0, -7.5, -2.5, 2.5, 7.5, 12.5, -13.25, 10.25, 33.75, 57.25, 80.75, 33.25, 56.75, 80.25, 103.75, 127.25, 81, 104, 127, 150, 173, 126.75, 150.25, 173.75, 197.25, 220.75, 173.75, 197.25, 220.75, 244.25, 267.75, 241.25, 246.75, 252.25, 257.75, 252.25, 765, 510, 255, 255, 255 },
    378. 

  378.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 },
    379. 

  379.         { 0, 0, 0, 0, 0, -2.5, 2.5, 7.5, 12.5, 17.5, 54.25, 77.75, 101.25, 124.75, 148.25, 193.75, 217.25, 240.75, 264.25, 287.75, 335, 358, 381, 404, 427, 474.25, 497.75, 521.25, 544.75, 568.25, 615.25, 638.75, 662.25, 685.75, 709.25, 745.75, 751.25, 756.75, 762.25, 252.25, 1275, 1020, 255, 255, 255 },
    380. 

  380.         { 0, 0, 0, 0, 0, -5, 0, 5, 10, 15, 20.5, 44, 67.5, 91, 114.5, 113.5, 137, 160.5, 184, 207.5, 208, 231, 254, 277, 300, 300.5, 324, 347.5, 371, 394.5, 394.5, 418, 441.5, 465, 488.5, 493.5, 499, 504.5, 510, 252.25, 1020, 765, 255, 255, 255 },
    381. 

  381.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 },
    382. 

  382.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 },
    383. 

  383.         { 0, 0, 0, 0, 0, 2.5, 2.5, 2.5, 2.5, 2.5, 33.75, 33.75, 33.75, 33.75, 33.75, 80.25, 80.25, 80.25, 80.25, 80.25, 127, 127, 127, 127, 127, 173.75, 173.75, 173.75, 173.75, 173.75, 220.75, 220.75, 220.75, 220.75, 220.75, 252.25, 252.25, 252.25, 252.25, 252.25, 255, 255, 255, 255, 255 }
    384. 

  384.     };
    385. 

  385.     Mat comp = Mat(45, 45, CV_32F, arComp);
    386. 

  386. 

  387.     Mat kernel;
    388. 

  388.     ft::createKernel(ft::LINEAR, 2, kernel, 1);
    389. 

  389. 

  390.     Mat O;
    391. 

  391.     ft::FT12D_inverseFT(comp, kernel, O, 16, 16);
    392. 

  392. 

  393.     double n1 = cvtest::norm(demandedO, O, NORM_INF);
    394. 

  394. 

  395.     EXPECT_DOUBLE_EQ(n1, 0);
    396. 

  396. }
    397. 

  397. 

  398. }} // namespace
    399.