#include "../perf_precomp.hpp" #include "opencv2/ts/ocl_perf.hpp" #ifdef HAVE_OPENCL namespace opencv_test { namespace ocl { CV_ENUM(MethodType, TM_SQDIFF, TM_SQDIFF_NORMED, TM_CCORR, TM_CCORR_NORMED, TM_CCOEFF, TM_CCOEFF_NORMED) typedef tuple ImgSize_TmplSize_Method_MatType_t; typedef TestBaseWithParam ImgSize_TmplSize_Method_MatType; OCL_PERF_TEST_P(ImgSize_TmplSize_Method_MatType, MatchTemplate, ::testing::Combine( testing::Values(cv::Size(640, 480), cv::Size(1280, 1024)), testing::Values(cv::Size(11, 11), cv::Size(16, 16), cv::Size(41, 41)), MethodType::all(), testing::Values(CV_8UC1, CV_8UC3, CV_32FC1, CV_32FC3) ) ) { const ImgSize_TmplSize_Method_MatType_t params = GetParam(); const Size imgSz = get<0>(params), tmplSz = get<1>(params); const int method = get<2>(params); int type = get<3>(GetParam()); UMat img(imgSz, type), tmpl(tmplSz, type); UMat result(imgSz - tmplSz + Size(1, 1), CV_32F); declare.in(img, tmpl, WARMUP_RNG).out(result); OCL_TEST_CYCLE() matchTemplate(img, tmpl, result, method); bool isNormed = method == TM_CCORR_NORMED || method == TM_SQDIFF_NORMED || method == TM_CCOEFF_NORMED; double eps = isNormed ? 3e-2 : 255 * 255 * tmpl.total() * 1e-4; SANITY_CHECK(result, eps, ERROR_RELATIVE); } /////////// matchTemplate (performance tests from 2.4) //////////////////////// typedef Size_MatType CV_TM_CCORRFixture; OCL_PERF_TEST_P(CV_TM_CCORRFixture, matchTemplate, ::testing::Combine(::testing::Values(Size(1000, 1000), Size(2000, 2000)), OCL_PERF_ENUM(CV_32FC1, CV_32FC4))) { const Size_MatType_t params = GetParam(); const Size srcSize = get<0>(params), templSize(5, 5); const int type = get<1>(params); UMat src(srcSize, type), templ(templSize, type); const Size dstSize(src.cols - templ.cols + 1, src.rows - templ.rows + 1); UMat dst(dstSize, CV_32F); declare.in(src, templ, WARMUP_RNG).out(dst); OCL_TEST_CYCLE() cv::matchTemplate(src, templ, dst, CV_TM_CCORR); SANITY_CHECK(dst, 1e-4); } typedef TestBaseWithParam CV_TM_CCORR_NORMEDFixture; OCL_PERF_TEST_P(CV_TM_CCORR_NORMEDFixture, matchTemplate, ::testing::Values(Size(1000, 1000), Size(2000, 2000), Size(4000, 4000))) { const Size srcSize = GetParam(), templSize(5, 5); UMat src(srcSize, CV_8UC1), templ(templSize, CV_8UC1); const Size dstSize(src.cols - templ.cols + 1, src.rows - templ.rows + 1); UMat dst(dstSize, CV_8UC1); declare.in(src, templ, WARMUP_RNG).out(dst); OCL_TEST_CYCLE() cv::matchTemplate(src, templ, dst, CV_TM_CCORR_NORMED); SANITY_CHECK(dst, 3e-2); } } } // namespace #endif // HAVE_OPENCL