#include "perf_cpu_precomp.hpp" #ifdef HAVE_CUDA ////////////////////////////////////////////////////////////////////// // SURF GPU_PERF_TEST_1(SURF, cv::gpu::DeviceInfo) { cv::Mat img = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img.empty()); cv::SURF surf; std::vector keypoints; cv::Mat descriptors; surf(img, cv::noArray(), keypoints, descriptors); declare.time(50.0); TEST_CYCLE() { keypoints.clear(); surf(img, cv::noArray(), keypoints, descriptors); } } INSTANTIATE_TEST_CASE_P(Features2D, SURF, ALL_DEVICES); ////////////////////////////////////////////////////////////////////// // FAST GPU_PERF_TEST_1(FAST, cv::gpu::DeviceInfo) { cv::Mat img = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img.empty()); std::vector keypoints; cv::FAST(img, keypoints, 20); TEST_CYCLE() { keypoints.clear(); cv::FAST(img, keypoints, 20); } } INSTANTIATE_TEST_CASE_P(Features2D, FAST, ALL_DEVICES); ////////////////////////////////////////////////////////////////////// // ORB GPU_PERF_TEST_1(ORB, cv::gpu::DeviceInfo) { cv::Mat img = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img.empty()); cv::ORB orb(4000); std::vector keypoints; cv::Mat descriptors; orb(img, cv::noArray(), keypoints, descriptors); TEST_CYCLE() { keypoints.clear(); orb(img, cv::noArray(), keypoints, descriptors); } } INSTANTIATE_TEST_CASE_P(Features2D, ORB, ALL_DEVICES); ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_match IMPLEMENT_PARAM_CLASS(DescriptorSize, int) GPU_PERF_TEST(BruteForceMatcher_match, cv::gpu::DeviceInfo, DescriptorSize, NormType) { int desc_size = GET_PARAM(1); int normType = GET_PARAM(2); int type = normType == cv::NORM_HAMMING ? CV_8U : CV_32F; cv::Mat query(3000, desc_size, type); fill(query, 0.0, 10.0); cv::Mat train(3000, desc_size, type); fill(train, 0.0, 10.0); cv::BFMatcher matcher(normType); std::vector matches; matcher.match(query, train, matches); declare.time(20.0); TEST_CYCLE() { matcher.match(query, train, matches); } } INSTANTIATE_TEST_CASE_P(Features2D, BruteForceMatcher_match, testing::Combine( ALL_DEVICES, testing::Values(DescriptorSize(64), DescriptorSize(128), DescriptorSize(256)), testing::Values(NormType(cv::NORM_L1), NormType(cv::NORM_L2), NormType(cv::NORM_HAMMING)))); ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_knnMatch IMPLEMENT_PARAM_CLASS(K, int) GPU_PERF_TEST(BruteForceMatcher_knnMatch, cv::gpu::DeviceInfo, DescriptorSize, K, NormType) { int desc_size = GET_PARAM(1); int k = GET_PARAM(2); int normType = GET_PARAM(3); int type = normType == cv::NORM_HAMMING ? CV_8U : CV_32F; cv::Mat query(3000, desc_size, type); fill(query, 0.0, 10.0); cv::Mat train(3000, desc_size, type); fill(train, 0.0, 10.0); cv::BFMatcher matcher(normType); std::vector< std::vector > matches; matcher.knnMatch(query, train, matches, k); declare.time(30.0); TEST_CYCLE() { matcher.knnMatch(query, train, matches, k); } } INSTANTIATE_TEST_CASE_P(Features2D, BruteForceMatcher_knnMatch, testing::Combine( ALL_DEVICES, testing::Values(DescriptorSize(64), DescriptorSize(128), DescriptorSize(256)), testing::Values(K(2), K(3)), testing::Values(NormType(cv::NORM_L1), NormType(cv::NORM_L2), NormType(cv::NORM_HAMMING)))); ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_radiusMatch GPU_PERF_TEST(BruteForceMatcher_radiusMatch, cv::gpu::DeviceInfo, DescriptorSize, NormType) { int desc_size = GET_PARAM(1); int normType = GET_PARAM(2); int type = normType == cv::NORM_HAMMING ? CV_8U : CV_32F; cv::Mat query(3000, desc_size, type); fill(query, 0.0, 1.0); cv::Mat train(3000, desc_size, type); fill(train, 0.0, 1.0); cv::BFMatcher matcher(normType); std::vector< std::vector > matches; matcher.radiusMatch(query, train, matches, 2.0); declare.time(30.0); TEST_CYCLE() { matcher.radiusMatch(query, train, matches, 2.0); } } INSTANTIATE_TEST_CASE_P(Features2D, BruteForceMatcher_radiusMatch, testing::Combine( ALL_DEVICES, testing::Values(DescriptorSize(64), DescriptorSize(128), DescriptorSize(256)), testing::Values(NormType(cv::NORM_L1), NormType(cv::NORM_L2), NormType(cv::NORM_HAMMING)))); #endif