OpenCV_4.2.0/opencv_contrib-4.2.0/modules/xfeatures2d/perf/perf_surf.cuda.cpp

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#include "perf_precomp.hpp"
#if defined(HAVE_CUDA) && defined(OPENCV_ENABLE_NONFREE)
#include "opencv2/ts/cuda_perf.hpp"
namespace opencv_test { namespace {
//////////////////////////////////////////////////////////////////////
// SURF
#ifdef HAVE_OPENCV_CUDAARITHM
DEF_PARAM_TEST_1(Image, string);
PERF_TEST_P(Image, CUDA_SURF,
Values<std::string>("gpu/perf/aloe.png"))
{
declare.time(50.0);
const cv::Mat img = readImage(GetParam(), cv::IMREAD_GRAYSCALE);
ASSERT_FALSE(img.empty());
if (PERF_RUN_CUDA())
{
cv::cuda::SURF_CUDA d_surf;
const cv::cuda::GpuMat d_img(img);
cv::cuda::GpuMat d_keypoints, d_descriptors;
TEST_CYCLE() d_surf(d_img, cv::cuda::GpuMat(), d_keypoints, d_descriptors);
std::vector<cv::KeyPoint> 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::Ptr<cv::Feature2D> surf = cv::xfeatures2d::SURF::create();
std::vector<cv::KeyPoint> cpu_keypoints;
cv::Mat cpu_descriptors;
TEST_CYCLE() surf->detect(img, cpu_keypoints);
TEST_CYCLE() surf->compute(img, cpu_keypoints, cpu_descriptors);
SANITY_CHECK_KEYPOINTS(cpu_keypoints);
SANITY_CHECK(cpu_descriptors);
}
}
#endif // HAVE_OPENCV_CUDAARITHM
}} // namespace
#endif // HAVE_CUDA && OPENCV_ENABLE_NONFREE