#include "../perf_precomp.hpp" #include "opencv2/ts/ocl_perf.hpp" #ifdef HAVE_OPENCL namespace cvtest { namespace ocl { typedef ::perf::TestBaseWithParam ORBFixture; #define ORB_IMAGES OCL_PERF_ENUM("cv/detectors_descriptors_evaluation/images_datasets/leuven/img1.png", "stitching/a3.png") OCL_PERF_TEST_P(ORBFixture, ORB_Detect, ORB_IMAGES) { string filename = getDataPath(GetParam()); Mat mframe = imread(filename, IMREAD_GRAYSCALE); if (mframe.empty()) FAIL() << "Unable to load source image " << filename; UMat frame, mask; mframe.copyTo(frame); declare.in(frame); Ptr detector = ORB::create(1500, 1.3f, 1); vector points; OCL_TEST_CYCLE() detector->detect(frame, points, mask); std::sort(points.begin(), points.end(), comparators::KeypointGreater()); SANITY_CHECK_KEYPOINTS(points, 1e-5); } OCL_PERF_TEST_P(ORBFixture, ORB_Extract, ORB_IMAGES) { string filename = getDataPath(GetParam()); Mat mframe = imread(filename, IMREAD_GRAYSCALE); if (mframe.empty()) FAIL() << "Unable to load source image " << filename; UMat mask, frame; mframe.copyTo(frame); declare.in(frame); Ptr detector = ORB::create(1500, 1.3f, 1); vector points; detector->detect(frame, points, mask); std::sort(points.begin(), points.end(), comparators::KeypointGreater()); UMat descriptors; OCL_TEST_CYCLE() detector->compute(frame, points, descriptors); SANITY_CHECK(descriptors); } OCL_PERF_TEST_P(ORBFixture, ORB_Full, ORB_IMAGES) { string filename = getDataPath(GetParam()); Mat mframe = imread(filename, IMREAD_GRAYSCALE); double desc_eps = 1e-6; #ifdef ANDROID if (cv::ocl::Device::getDefault().isNVidia()) desc_eps = 2; #endif if (mframe.empty()) FAIL() << "Unable to load source image " << filename; UMat mask, frame; mframe.copyTo(frame); declare.in(frame); Ptr detector = ORB::create(1500, 1.3f, 1); vector points; UMat descriptors; OCL_TEST_CYCLE() detector->detectAndCompute(frame, mask, points, descriptors, false); ::perf::sort(points, descriptors); SANITY_CHECK_KEYPOINTS(points, 1e-5); SANITY_CHECK(descriptors, desc_eps); } } // ocl } // cvtest #endif // HAVE_OPENCL