// This file is part of OpenCV project. // It is subject to the license terms in the LICENSE file found in the top-level directory // of this distribution and at http://opencv.org/license.html. #include "perf_precomp.hpp" namespace opencv_test { typedef tuple Size_MatType_kSize_t; typedef perf::TestBaseWithParam Size_MatType_kSize; PERF_TEST_P(Size_MatType_kSize, medianBlur, testing::Combine( testing::Values(szODD, szQVGA, szVGA, sz720p), testing::Values(CV_8UC1, CV_8UC4, CV_16UC1, CV_16SC1, CV_32FC1), testing::Values(3, 5) ) ) { Size size = get<0>(GetParam()); int type = get<1>(GetParam()); int ksize = get<2>(GetParam()); Mat src(size, type); Mat dst(size, type); declare.in(src, WARMUP_RNG).out(dst); if (CV_MAT_DEPTH(type) > CV_16S || CV_MAT_CN(type) > 1) declare.time(15); TEST_CYCLE() medianBlur(src, dst, ksize); SANITY_CHECK(dst); } CV_ENUM(BorderType3x3, BORDER_REPLICATE, BORDER_CONSTANT) CV_ENUM(BorderType, BORDER_REPLICATE, BORDER_CONSTANT, BORDER_REFLECT, BORDER_REFLECT101) typedef tuple Size_MatType_BorderType3x3_t; typedef perf::TestBaseWithParam Size_MatType_BorderType3x3; typedef tuple Size_MatType_BorderType_t; typedef perf::TestBaseWithParam Size_MatType_BorderType; typedef tuple Size_ksize_BorderType_t; typedef perf::TestBaseWithParam Size_ksize_BorderType; typedef tuple Size_MatType_BorderType_ksize_t; typedef perf::TestBaseWithParam Size_MatType_BorderType_ksize; PERF_TEST_P(Size_MatType_BorderType3x3, gaussianBlur3x3, testing::Combine( testing::Values(szODD, szQVGA, szVGA, sz720p), testing::Values(CV_8UC1, CV_8UC4, CV_16UC1, CV_16SC1, CV_32FC1), BorderType3x3::all() ) ) { Size size = get<0>(GetParam()); int type = get<1>(GetParam()); BorderType3x3 btype = get<2>(GetParam()); Mat src(size, type); Mat dst(size, type); declare.in(src, WARMUP_RNG).out(dst); TEST_CYCLE() GaussianBlur(src, dst, Size(3,3), 0, 0, btype); SANITY_CHECK(dst, 1); } PERF_TEST_P(Size_MatType_BorderType3x3, blur3x3, testing::Combine( testing::Values(szODD, szQVGA, szVGA, sz720p), testing::Values(CV_8UC1, CV_8UC4, CV_16UC1, CV_16SC1, CV_32FC1), BorderType3x3::all() ) ) { Size size = get<0>(GetParam()); int type = get<1>(GetParam()); BorderType3x3 btype = get<2>(GetParam()); Mat src(size, type); Mat dst(size, type); declare.in(src, WARMUP_RNG).out(dst); TEST_CYCLE() blur(src, dst, Size(3,3), Point(-1,-1), btype); SANITY_CHECK(dst, 1); } PERF_TEST_P(Size_MatType_BorderType, blur16x16, testing::Combine( testing::Values(szVGA, sz720p), testing::Values(CV_8UC1, CV_8UC4, CV_16UC1, CV_16SC1, CV_32FC1), BorderType::all() ) ) { Size size = get<0>(GetParam()); int type = get<1>(GetParam()); BorderType btype = get<2>(GetParam()); double eps = 1e-3; eps = CV_MAT_DEPTH(type) <= CV_32S ? 1 : eps; Mat src(size, type); Mat dst(size, type); declare.in(src, WARMUP_RNG).out(dst); TEST_CYCLE() blur(src, dst, Size(16,16), Point(-1,-1), btype); SANITY_CHECK(dst, eps); } PERF_TEST_P(Size_MatType_BorderType_ksize, box, testing::Combine( testing::Values(szODD, szQVGA, szVGA, sz720p), testing::Values(CV_8UC1, CV_16SC1, CV_32SC1, CV_32FC1, CV_32FC3), BorderType::all(), testing::Values(3, 5) ) ) { auto p = GetParam(); Size size = get<0>(p); int type = get<1>(p); BorderType btype = get<2>(p); int ksize = get<3>(p); Mat src(size, type); Mat dst(size, type); declare.in(src, WARMUP_RNG).out(dst); TEST_CYCLE() boxFilter(src, dst, -1, Size(ksize, ksize), Point(-1,-1), false, btype); SANITY_CHECK(dst, 1e-6, ERROR_RELATIVE); } PERF_TEST_P(Size_ksize_BorderType, box_CV8U_CV16U, testing::Combine( testing::Values(szODD, szQVGA, szVGA, sz720p), testing::Values(3, 5, 15), BorderType3x3::all() ) ) { Size size = get<0>(GetParam()); int ksize = get<1>(GetParam()); BorderType3x3 btype = get<2>(GetParam()); Mat src(size, CV_8UC1); Mat dst(size, CV_16UC1); declare.in(src, WARMUP_RNG).out(dst); TEST_CYCLE() boxFilter(src, dst, CV_16UC1, Size(ksize, ksize), Point(-1,-1), false, btype); SANITY_CHECK(dst, 1e-6, ERROR_RELATIVE); } PERF_TEST_P(Size_MatType_BorderType_ksize, box_inplace, testing::Combine( testing::Values(szODD, szQVGA, szVGA, sz720p), testing::Values(CV_8UC1, CV_16SC1, CV_32SC1, CV_32FC1, CV_32FC3), BorderType::all(), testing::Values(3, 5) ) ) { auto p = GetParam(); Size size = get<0>(p); int type = get<1>(p); BorderType btype = get<2>(p); int ksize = get<3>(p); Mat src(size, type); Mat dst(size, type); declare.in(src, WARMUP_RNG).out(dst); while(next()) { src.copyTo(dst); startTimer(); boxFilter(dst, dst, -1, Size(ksize, ksize), Point(-1,-1), false, btype); stopTimer(); } SANITY_CHECK(dst, 1e-6, ERROR_RELATIVE); } PERF_TEST_P(Size_MatType_BorderType, gaussianBlur5x5, testing::Combine( testing::Values(szODD, szQVGA, szVGA, sz720p), testing::Values(CV_8UC1, CV_8UC4, CV_16UC1, CV_16SC1, CV_32FC1), BorderType::all() ) ) { Size size = get<0>(GetParam()); int type = get<1>(GetParam()); BorderType btype = get<2>(GetParam()); Mat src(size, type); Mat dst(size, type); declare.in(src, WARMUP_RNG).out(dst); TEST_CYCLE() GaussianBlur(src, dst, Size(5,5), 0, 0, btype); SANITY_CHECK(dst, 1); } PERF_TEST_P(Size_MatType_BorderType, blur5x5, testing::Combine( testing::Values(szVGA, sz720p), testing::Values(CV_8UC1, CV_8UC4, CV_16UC1, CV_16SC1, CV_32FC1, CV_32FC3), BorderType::all() ) ) { Size size = get<0>(GetParam()); int type = get<1>(GetParam()); BorderType btype = get<2>(GetParam()); Mat src(size, type); Mat dst(size, type); declare.in(src, WARMUP_RNG).out(dst); TEST_CYCLE() blur(src, dst, Size(5,5), Point(-1,-1), btype); SANITY_CHECK(dst, 1); } ///////////// BlendLinear //////////////////////// PERF_TEST_P(Size_MatType, BlendLinear, testing::Combine( testing::Values(szVGA, sz720p, sz1080p, sz2160p), testing::Values(CV_8UC1, CV_32FC1, CV_8UC3, CV_32FC3, CV_8UC4, CV_32FC4) ) ) { const Size srcSize = get<0>(GetParam()); const int srcType = get<1>(GetParam()); Mat src1(srcSize, srcType), src2(srcSize, srcType), dst(srcSize, srcType); Mat weights1(srcSize, CV_32FC1), weights2(srcSize, CV_32FC1); declare.in(src1, src2, WARMUP_RNG).in(weights1, weights2, WARMUP_READ).out(dst); randu(weights1, 0, 1); randu(weights2, 0, 1); TEST_CYCLE() blendLinear(src1, src2, weights1, weights2, dst); SANITY_CHECK_NOTHING(); } ///////////// Stackblur //////////////////////// PERF_TEST_P(Size_MatType, stackblur3x3, testing::Combine( testing::Values(sz720p, sz1080p, sz2160p), testing::Values(CV_8UC1, CV_8UC4, CV_16UC1, CV_16SC1, CV_32FC1) ) ) { Size size = get<0>(GetParam()); int type = get<1>(GetParam()); double eps = 1e-3; eps = CV_MAT_DEPTH(type) <= CV_32S ? 1 : eps; Mat src(size, type); Mat dst(size, type); declare.in(src, WARMUP_RNG).out(dst); TEST_CYCLE() stackBlur(src, dst, Size(3,3)); SANITY_CHECK_NOTHING(); } PERF_TEST_P(Size_MatType, stackblur101x101, testing::Combine( testing::Values(sz720p, sz1080p, sz2160p), testing::Values(CV_8UC1, CV_8UC4, CV_16UC1, CV_16SC1, CV_32FC1) ) ) { Size size = get<0>(GetParam()); int type = get<1>(GetParam()); double eps = 1e-3; eps = CV_MAT_DEPTH(type) <= CV_32S ? 1 : eps; Mat src(size, type); Mat dst(size, type); declare.in(src, WARMUP_RNG).out(dst); TEST_CYCLE() stackBlur(src, dst, Size(101,101)); SANITY_CHECK_NOTHING(); } } // namespace