cameracv/libs/opencv/modules/features2d/test/test_detectors_invariance.cpp

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2023-05-18 21:39:43 +03:00
// 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_detectors_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__))
/*
* Detector's rotation invariance check
*/
INSTANTIATE_TEST_CASE_P(SIFT, DetectorRotationInvariance,
Value(IMAGE_TSUKUBA, SIFT::create(), 0.45f, 0.70f));
INSTANTIATE_TEST_CASE_P(BRISK, DetectorRotationInvariance,
Value(IMAGE_TSUKUBA, BRISK::create(), 0.45f, 0.76f));
INSTANTIATE_TEST_CASE_P(ORB, DetectorRotationInvariance,
Value(IMAGE_TSUKUBA, ORB::create(), 0.5f, 0.76f));
INSTANTIATE_TEST_CASE_P(AKAZE, DetectorRotationInvariance,
Value(IMAGE_TSUKUBA, AKAZE::create(), 0.5f, 0.71f));
INSTANTIATE_TEST_CASE_P(AKAZE_DESCRIPTOR_KAZE, DetectorRotationInvariance,
Value(IMAGE_TSUKUBA, AKAZE::create(AKAZE::DESCRIPTOR_KAZE), 0.5f, 0.71f));
/*
* Detector's scale invariance check
*/
INSTANTIATE_TEST_CASE_P(SIFT, DetectorScaleInvariance,
Value(IMAGE_BIKES, SIFT::create(0, 3, 0.09), 0.65f, 0.98f));
INSTANTIATE_TEST_CASE_P(BRISK, DetectorScaleInvariance,
Value(IMAGE_BIKES, BRISK::create(), 0.08f, 0.49f));
INSTANTIATE_TEST_CASE_P(ORB, DetectorScaleInvariance,
Value(IMAGE_BIKES, ORB::create(), 0.08f, 0.49f));
INSTANTIATE_TEST_CASE_P(KAZE, DetectorScaleInvariance,
Value(IMAGE_BIKES, KAZE::create(), 0.08f, 0.49f));
INSTANTIATE_TEST_CASE_P(AKAZE, DetectorScaleInvariance,
Value(IMAGE_BIKES, AKAZE::create(), 0.08f, 0.49f));
INSTANTIATE_TEST_CASE_P(AKAZE_DESCRIPTOR_KAZE, DetectorScaleInvariance,
Value(IMAGE_BIKES, AKAZE::create(AKAZE::DESCRIPTOR_KAZE), 0.08f, 0.49f));
}} // namespace