#include "perf_precomp.hpp" using namespace std; using namespace testing; ////////////////////////////////////////////////////////////////////// // StereoBM typedef std::tr1::tuple pair_string; DEF_PARAM_TEST_1(ImagePair, pair_string); PERF_TEST_P(ImagePair, Calib3D_StereoBM, Values(pair_string("gpu/perf/aloe.png", "gpu/perf/aloeR.png"))) { declare.time(5.0); const cv::Mat imgLeft = readImage(GET_PARAM(0), cv::IMREAD_GRAYSCALE); ASSERT_FALSE(imgLeft.empty()); const cv::Mat imgRight = readImage(GET_PARAM(1), cv::IMREAD_GRAYSCALE); ASSERT_FALSE(imgRight.empty()); const int preset = 0; const int ndisp = 256; if (PERF_RUN_GPU()) { cv::gpu::StereoBM_GPU d_bm(preset, ndisp); const cv::gpu::GpuMat d_imgLeft(imgLeft); const cv::gpu::GpuMat d_imgRight(imgRight); cv::gpu::GpuMat dst; TEST_CYCLE() d_bm(d_imgLeft, d_imgRight, dst); GPU_SANITY_CHECK(dst); } else { cv::StereoBM bm(preset, ndisp); cv::Mat dst; TEST_CYCLE() bm(imgLeft, imgRight, dst); CPU_SANITY_CHECK(dst); } } ////////////////////////////////////////////////////////////////////// // StereoBeliefPropagation PERF_TEST_P(ImagePair, Calib3D_StereoBeliefPropagation, Values(pair_string("gpu/stereobp/aloe-L.png", "gpu/stereobp/aloe-R.png"))) { declare.time(10.0); const cv::Mat imgLeft = readImage(GET_PARAM(0)); ASSERT_FALSE(imgLeft.empty()); const cv::Mat imgRight = readImage(GET_PARAM(1)); ASSERT_FALSE(imgRight.empty()); const int ndisp = 64; if (PERF_RUN_GPU()) { cv::gpu::StereoBeliefPropagation d_bp(ndisp); const cv::gpu::GpuMat d_imgLeft(imgLeft); const cv::gpu::GpuMat d_imgRight(imgRight); cv::gpu::GpuMat dst; TEST_CYCLE() d_bp(d_imgLeft, d_imgRight, dst); GPU_SANITY_CHECK(dst); } else { FAIL_NO_CPU(); } } ////////////////////////////////////////////////////////////////////// // StereoConstantSpaceBP PERF_TEST_P(ImagePair, Calib3D_StereoConstantSpaceBP, Values(pair_string("gpu/stereobm/aloe-L.png", "gpu/stereobm/aloe-R.png"))) { declare.time(10.0); const cv::Mat imgLeft = readImage(GET_PARAM(0), cv::IMREAD_GRAYSCALE); ASSERT_FALSE(imgLeft.empty()); const cv::Mat imgRight = readImage(GET_PARAM(1), cv::IMREAD_GRAYSCALE); ASSERT_FALSE(imgRight.empty()); const int ndisp = 128; if (PERF_RUN_GPU()) { cv::gpu::StereoConstantSpaceBP d_csbp(ndisp); const cv::gpu::GpuMat d_imgLeft(imgLeft); const cv::gpu::GpuMat d_imgRight(imgRight); cv::gpu::GpuMat dst; TEST_CYCLE() d_csbp(d_imgLeft, d_imgRight, dst); GPU_SANITY_CHECK(dst); } else { FAIL_NO_CPU(); } } ////////////////////////////////////////////////////////////////////// // DisparityBilateralFilter PERF_TEST_P(ImagePair, Calib3D_DisparityBilateralFilter, Values(pair_string("gpu/stereobm/aloe-L.png", "gpu/stereobm/aloe-disp.png"))) { const cv::Mat img = readImage(GET_PARAM(0), cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img.empty()); const cv::Mat disp = readImage(GET_PARAM(1), cv::IMREAD_GRAYSCALE); ASSERT_FALSE(disp.empty()); const int ndisp = 128; if (PERF_RUN_GPU()) { cv::gpu::DisparityBilateralFilter d_filter(ndisp); const cv::gpu::GpuMat d_img(img); const cv::gpu::GpuMat d_disp(disp); cv::gpu::GpuMat dst; TEST_CYCLE() d_filter(d_disp, d_img, dst); GPU_SANITY_CHECK(dst); } else { FAIL_NO_CPU(); } } ////////////////////////////////////////////////////////////////////// // TransformPoints DEF_PARAM_TEST_1(Count, int); PERF_TEST_P(Count, Calib3D_TransformPoints, Values(5000, 10000, 20000)) { const int count = GetParam(); cv::Mat src(1, count, CV_32FC3); declare.in(src, WARMUP_RNG); const cv::Mat rvec = cv::Mat::ones(1, 3, CV_32FC1); const cv::Mat tvec = cv::Mat::ones(1, 3, CV_32FC1); if (PERF_RUN_GPU()) { const cv::gpu::GpuMat d_src(src); cv::gpu::GpuMat dst; TEST_CYCLE() cv::gpu::transformPoints(d_src, rvec, tvec, dst); GPU_SANITY_CHECK(dst); } else { FAIL_NO_CPU(); } } ////////////////////////////////////////////////////////////////////// // ProjectPoints PERF_TEST_P(Count, Calib3D_ProjectPoints, Values(5000, 10000, 20000)) { const int count = GetParam(); cv::Mat src(1, count, CV_32FC3); declare.in(src, WARMUP_RNG); const cv::Mat rvec = cv::Mat::ones(1, 3, CV_32FC1); const cv::Mat tvec = cv::Mat::ones(1, 3, CV_32FC1); const cv::Mat camera_mat = cv::Mat::ones(3, 3, CV_32FC1); if (PERF_RUN_GPU()) { const cv::gpu::GpuMat d_src(src); cv::gpu::GpuMat dst; TEST_CYCLE() cv::gpu::projectPoints(d_src, rvec, tvec, camera_mat, cv::Mat(), dst); GPU_SANITY_CHECK(dst); } else { cv::Mat dst; TEST_CYCLE() cv::projectPoints(src, rvec, tvec, camera_mat, cv::noArray(), dst); CPU_SANITY_CHECK(dst); } } ////////////////////////////////////////////////////////////////////// // SolvePnPRansac PERF_TEST_P(Count, Calib3D_SolvePnPRansac, Values(5000, 10000, 20000)) { declare.time(10.0); const int count = GetParam(); cv::Mat object(1, count, CV_32FC3); declare.in(object, WARMUP_RNG); cv::Mat camera_mat(3, 3, CV_32FC1); cv::randu(camera_mat, 0.5, 1); camera_mat.at(0, 1) = 0.f; camera_mat.at(1, 0) = 0.f; camera_mat.at(2, 0) = 0.f; camera_mat.at(2, 1) = 0.f; const cv::Mat dist_coef(1, 8, CV_32F, cv::Scalar::all(0)); cv::Mat rvec_gold(1, 3, CV_32FC1); cv::randu(rvec_gold, 0, 1); cv::Mat tvec_gold(1, 3, CV_32FC1); cv::randu(tvec_gold, 0, 1); std::vector image_vec; cv::projectPoints(object, rvec_gold, tvec_gold, camera_mat, dist_coef, image_vec); const cv::Mat image(1, count, CV_32FC2, &image_vec[0]); cv::Mat rvec; cv::Mat tvec; if (PERF_RUN_GPU()) { TEST_CYCLE() cv::gpu::solvePnPRansac(object, image, camera_mat, dist_coef, rvec, tvec); GPU_SANITY_CHECK(rvec, 1e-3); GPU_SANITY_CHECK(tvec, 1e-3); } else { TEST_CYCLE() cv::solvePnPRansac(object, image, camera_mat, dist_coef, rvec, tvec); CPU_SANITY_CHECK(rvec, 1e-6); CPU_SANITY_CHECK(tvec, 1e-6); } } ////////////////////////////////////////////////////////////////////// // ReprojectImageTo3D PERF_TEST_P(Sz_Depth, Calib3D_ReprojectImageTo3D, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16S))) { const cv::Size size = GET_PARAM(0); const int depth = GET_PARAM(1); cv::Mat src(size, depth); declare.in(src, WARMUP_RNG); cv::Mat Q(4, 4, CV_32FC1); cv::randu(Q, 0.1, 1.0); if (PERF_RUN_GPU()) { const cv::gpu::GpuMat d_src(src); cv::gpu::GpuMat dst; TEST_CYCLE() cv::gpu::reprojectImageTo3D(d_src, dst, Q); GPU_SANITY_CHECK(dst); } else { cv::Mat dst; TEST_CYCLE() cv::reprojectImageTo3D(src, dst, Q); CPU_SANITY_CHECK(dst); } } ////////////////////////////////////////////////////////////////////// // DrawColorDisp PERF_TEST_P(Sz_Depth, Calib3D_DrawColorDisp, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16S))) { const cv::Size size = GET_PARAM(0); const int type = GET_PARAM(1); cv::Mat src(size, type); declare.in(src, WARMUP_RNG); if (PERF_RUN_GPU()) { const cv::gpu::GpuMat d_src(src); cv::gpu::GpuMat dst; TEST_CYCLE() cv::gpu::drawColorDisp(d_src, dst, 255); GPU_SANITY_CHECK(dst); } else { FAIL_NO_CPU(); } }