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3rdparty/opencv-4.5.4/modules/features2d/test/test_descriptors_invariance.cpp 1.95 KB
f4334277   Hu Chunming   提交3rdparty
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  // This file is part of OpenCV project.
  // It is subject to the license terms in the LICENSE file found in the top-level directory
  // of this distribution and at http://opencv.org/license.html
  
  #include "test_precomp.hpp"
  #include "test_invariance_utils.hpp"
  
  #include "test_descriptors_invariance.impl.hpp"
  
  namespace opencv_test { namespace {
  
  const static std::string IMAGE_TSUKUBA = "features2d/tsukuba.png";
  const static std::string IMAGE_BIKES = "detectors_descriptors_evaluation/images_datasets/bikes/img1.png";
  #define Value(...) Values(make_tuple(__VA_ARGS__))
  
  /*
   * Descriptors's rotation invariance check
   */
  
  INSTANTIATE_TEST_CASE_P(SIFT, DescriptorRotationInvariance,
                          Value(IMAGE_TSUKUBA, SIFT::create(), SIFT::create(), 0.98f));
  
  INSTANTIATE_TEST_CASE_P(BRISK, DescriptorRotationInvariance,
                          Value(IMAGE_TSUKUBA, BRISK::create(), BRISK::create(), 0.99f));
  
  INSTANTIATE_TEST_CASE_P(ORB, DescriptorRotationInvariance,
                          Value(IMAGE_TSUKUBA, ORB::create(), ORB::create(), 0.99f));
  
  INSTANTIATE_TEST_CASE_P(AKAZE, DescriptorRotationInvariance,
                          Value(IMAGE_TSUKUBA, AKAZE::create(), AKAZE::create(), 0.99f));
  
  INSTANTIATE_TEST_CASE_P(AKAZE_DESCRIPTOR_KAZE, DescriptorRotationInvariance,
                          Value(IMAGE_TSUKUBA, AKAZE::create(AKAZE::DESCRIPTOR_KAZE), AKAZE::create(AKAZE::DESCRIPTOR_KAZE), 0.99f));
  
  /*
   * Descriptor's scale invariance check
   */
  
  INSTANTIATE_TEST_CASE_P(SIFT, DescriptorScaleInvariance,
                          Value(IMAGE_BIKES, SIFT::create(0, 3, 0.09), SIFT::create(0, 3, 0.09), 0.78f));
  
  INSTANTIATE_TEST_CASE_P(AKAZE, DescriptorScaleInvariance,
                          Value(IMAGE_BIKES, AKAZE::create(), AKAZE::create(), 0.6f));
  
  INSTANTIATE_TEST_CASE_P(AKAZE_DESCRIPTOR_KAZE, DescriptorScaleInvariance,
                          Value(IMAGE_BIKES, AKAZE::create(AKAZE::DESCRIPTOR_KAZE), AKAZE::create(AKAZE::DESCRIPTOR_KAZE), 0.55f));
  
  }} // namespace