#include "perf_precomp.hpp" using namespace std; using namespace testing; using namespace perf; #if defined(HAVE_OPENCV_GPU) && defined(HAVE_CUDA) ////////////////////////////////////////////////////////////////////// // SURF DEF_PARAM_TEST_1(Image, string); PERF_TEST_P(Image, GPU_SURF, Values("gpu/perf/aloe.png")) { declare.time(50.0); const cv::Mat img = readImage(GetParam(), cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img.empty()); if (PERF_RUN_GPU()) { cv::gpu::SURF_GPU d_surf; const cv::gpu::GpuMat d_img(img); cv::gpu::GpuMat d_keypoints, d_descriptors; TEST_CYCLE() d_surf(d_img, cv::gpu::GpuMat(), d_keypoints, d_descriptors); std::vector gpu_keypoints; d_surf.downloadKeypoints(d_keypoints, gpu_keypoints); cv::Mat gpu_descriptors(d_descriptors); sortKeyPoints(gpu_keypoints, gpu_descriptors); SANITY_CHECK_KEYPOINTS(gpu_keypoints); SANITY_CHECK(gpu_descriptors, 1e-3); } else { cv::SURF surf; std::vector cpu_keypoints; cv::Mat cpu_descriptors; TEST_CYCLE() surf(img, cv::noArray(), cpu_keypoints, cpu_descriptors); SANITY_CHECK_KEYPOINTS(cpu_keypoints); SANITY_CHECK(cpu_descriptors); } } ////////////////////////////////////////////////////// // VIBE DEF_PARAM_TEST(Video_Cn, string, int); PERF_TEST_P(Video_Cn, GPU_VIBE, Combine(Values("gpu/video/768x576.avi", "gpu/video/1920x1080.avi"), GPU_CHANNELS_1_3_4)) { const string inputFile = perf::TestBase::getDataPath(GET_PARAM(0)); const int cn = GET_PARAM(1); cv::VideoCapture cap(inputFile); ASSERT_TRUE(cap.isOpened()); cv::Mat frame; cap >> frame; ASSERT_FALSE(frame.empty()); if (cn != 3) { cv::Mat temp; if (cn == 1) cv::cvtColor(frame, temp, cv::COLOR_BGR2GRAY); else cv::cvtColor(frame, temp, cv::COLOR_BGR2BGRA); cv::swap(temp, frame); } if (PERF_RUN_GPU()) { cv::gpu::GpuMat d_frame(frame); cv::gpu::VIBE_GPU vibe; cv::gpu::GpuMat foreground; vibe(d_frame, foreground); for (int i = 0; i < 10; ++i) { cap >> frame; ASSERT_FALSE(frame.empty()); if (cn != 3) { cv::Mat temp; if (cn == 1) cv::cvtColor(frame, temp, cv::COLOR_BGR2GRAY); else cv::cvtColor(frame, temp, cv::COLOR_BGR2BGRA); cv::swap(temp, frame); } d_frame.upload(frame); startTimer(); next(); vibe(d_frame, foreground); stopTimer(); } GPU_SANITY_CHECK(foreground); } else { FAIL_NO_CPU(); } } #endif