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3rdparty/opencv-4.5.4/modules/video/perf/perf_ecc.cpp 2.28 KB
f4334277   Hu Chunming   提交3rdparty
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  #include "perf_precomp.hpp"
  
  namespace opencv_test
  {
  using namespace perf;
  
  CV_ENUM(MotionType, MOTION_TRANSLATION, MOTION_EUCLIDEAN, MOTION_AFFINE, MOTION_HOMOGRAPHY)
  
  typedef tuple<MotionType> MotionType_t;
  typedef perf::TestBaseWithParam<MotionType_t> TransformationType;
  
  
  PERF_TEST_P(TransformationType, findTransformECC, /*testing::ValuesIn(MotionType::all())*/
              testing::Values((int) MOTION_TRANSLATION, (int) MOTION_EUCLIDEAN,
              (int) MOTION_AFFINE, (int) MOTION_HOMOGRAPHY)
              )
  {
      Mat img = imread(getDataPath("cv/shared/fruits_ecc.png"),0);
      Mat templateImage;
  
      int transform_type = get<0>(GetParam());
  
      Mat warpMat;
      Mat warpGround;
  
      double angle;
      switch (transform_type) {
          case MOTION_TRANSLATION:
              warpGround = (Mat_<float>(2,3) << 1.f, 0.f, 7.234f,
                  0.f, 1.f, 11.839f);
  
              warpAffine(img, templateImage, warpGround,
                  Size(200,200), INTER_LINEAR + WARP_INVERSE_MAP);
              break;
          case MOTION_EUCLIDEAN:
              angle = CV_PI/30;
  
              warpGround = (Mat_<float>(2,3) << (float)cos(angle), (float)-sin(angle), 12.123f,
                  (float)sin(angle), (float)cos(angle), 14.789f);
              warpAffine(img, templateImage, warpGround,
                  Size(200,200), INTER_LINEAR + WARP_INVERSE_MAP);
              break;
          case MOTION_AFFINE:
              warpGround = (Mat_<float>(2,3) << 0.98f, 0.03f, 15.523f,
                  -0.02f, 0.95f, 10.456f);
              warpAffine(img, templateImage, warpGround,
                  Size(200,200), INTER_LINEAR + WARP_INVERSE_MAP);
              break;
          case MOTION_HOMOGRAPHY:
              warpGround = (Mat_<float>(3,3) << 0.98f, 0.03f, 15.523f,
                  -0.02f, 0.95f, 10.456f,
                  0.0002f, 0.0003f, 1.f);
              warpPerspective(img, templateImage, warpGround,
                  Size(200,200), INTER_LINEAR + WARP_INVERSE_MAP);
              break;
      }
  
      TEST_CYCLE()
      {
          if (transform_type<3)
              warpMat = Mat::eye(2,3, CV_32F);
          else
              warpMat = Mat::eye(3,3, CV_32F);
  
          findTransformECC(templateImage, img, warpMat, transform_type,
              TermCriteria(TermCriteria::COUNT+TermCriteria::EPS, 5, -1));
      }
      SANITY_CHECK(warpMat, 3e-3);
  }
  
  } // namespace