2012-08-29 20:49:07 +08:00
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#include "perf_precomp.hpp"
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using namespace std;
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using namespace testing;
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2013-02-26 17:49:35 +08:00
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#define GPU_DENOISING_IMAGE_SIZES testing::Values(perf::szVGA, perf::sz720p)
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2012-08-29 20:49:07 +08:00
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//////////////////////////////////////////////////////////////////////
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// BilateralFilter
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2012-10-08 17:58:03 +08:00
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DEF_PARAM_TEST(Sz_Depth_Cn_KernelSz, cv::Size, MatDepth, MatCn, int);
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2012-08-29 20:49:07 +08:00
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2012-10-10 17:34:50 +08:00
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PERF_TEST_P(Sz_Depth_Cn_KernelSz, Denoising_BilateralFilter,
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2013-02-26 17:49:35 +08:00
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Combine(GPU_DENOISING_IMAGE_SIZES,
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Values(CV_8U, CV_32F),
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GPU_CHANNELS_1_3,
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Values(3, 5, 9)))
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2012-08-29 20:49:07 +08:00
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{
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2012-10-04 23:36:48 +08:00
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declare.time(60.0);
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2012-08-29 20:49:07 +08:00
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2013-02-26 17:49:35 +08:00
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const cv::Size size = GET_PARAM(0);
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const int depth = GET_PARAM(1);
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const int channels = GET_PARAM(2);
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const int kernel_size = GET_PARAM(3);
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2012-08-29 20:49:07 +08:00
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2013-02-26 17:49:35 +08:00
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const float sigma_color = 7;
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const float sigma_spatial = 5;
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const int borderMode = cv::BORDER_REFLECT101;
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2012-08-29 20:49:07 +08:00
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2013-02-26 17:49:35 +08:00
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const int type = CV_MAKE_TYPE(depth, channels);
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2012-08-29 20:49:07 +08:00
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cv::Mat src(size, type);
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2013-02-26 17:49:35 +08:00
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declare.in(src, WARMUP_RNG);
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2012-08-29 20:49:07 +08:00
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2013-02-26 17:49:35 +08:00
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if (PERF_RUN_GPU())
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2012-08-29 20:49:07 +08:00
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{
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2013-02-26 17:49:35 +08:00
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const cv::gpu::GpuMat d_src(src);
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cv::gpu::GpuMat dst;
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2012-08-29 20:49:07 +08:00
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2013-02-26 17:49:35 +08:00
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TEST_CYCLE() cv::gpu::bilateralFilter(d_src, dst, kernel_size, sigma_color, sigma_spatial, borderMode);
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2012-10-10 17:34:50 +08:00
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2013-02-26 17:49:35 +08:00
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GPU_SANITY_CHECK(dst);
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2012-08-29 20:49:07 +08:00
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}
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else
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{
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cv::Mat dst;
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2013-02-26 17:49:35 +08:00
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TEST_CYCLE() cv::bilateralFilter(src, dst, kernel_size, sigma_color, sigma_spatial, borderMode);
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2012-10-10 17:34:50 +08:00
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CPU_SANITY_CHECK(dst);
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2012-08-29 20:49:07 +08:00
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}
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}
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//////////////////////////////////////////////////////////////////////
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// nonLocalMeans
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2012-10-08 17:58:03 +08:00
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DEF_PARAM_TEST(Sz_Depth_Cn_WinSz_BlockSz, cv::Size, MatDepth, MatCn, int, int);
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2012-08-29 20:49:07 +08:00
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2012-10-10 17:34:50 +08:00
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PERF_TEST_P(Sz_Depth_Cn_WinSz_BlockSz, Denoising_NonLocalMeans,
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2013-02-26 17:49:35 +08:00
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Combine(GPU_DENOISING_IMAGE_SIZES,
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Values<MatDepth>(CV_8U),
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GPU_CHANNELS_1_3,
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Values(21),
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Values(5)))
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2012-08-29 20:49:07 +08:00
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{
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2012-10-04 23:36:48 +08:00
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declare.time(60.0);
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2012-08-29 20:49:07 +08:00
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2013-02-26 17:49:35 +08:00
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const cv::Size size = GET_PARAM(0);
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const int depth = GET_PARAM(1);
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const int channels = GET_PARAM(2);
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const int search_widow_size = GET_PARAM(3);
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const int block_size = GET_PARAM(4);
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2012-08-29 20:49:07 +08:00
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2013-02-26 17:49:35 +08:00
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const float h = 10;
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const int borderMode = cv::BORDER_REFLECT101;
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2012-10-10 17:34:50 +08:00
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2013-02-26 17:49:35 +08:00
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const int type = CV_MAKE_TYPE(depth, channels);
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2012-08-29 20:49:07 +08:00
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cv::Mat src(size, type);
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2013-02-26 17:49:35 +08:00
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declare.in(src, WARMUP_RNG);
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2012-08-29 20:49:07 +08:00
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2012-10-10 17:34:50 +08:00
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if (PERF_RUN_GPU())
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2012-08-29 20:49:07 +08:00
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{
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2013-02-26 17:49:35 +08:00
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const cv::gpu::GpuMat d_src(src);
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cv::gpu::GpuMat dst;
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2012-08-29 20:49:07 +08:00
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2013-02-26 17:49:35 +08:00
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TEST_CYCLE() cv::gpu::nonLocalMeans(d_src, dst, h, search_widow_size, block_size, borderMode);
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2012-08-29 20:49:07 +08:00
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2013-02-26 17:49:35 +08:00
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GPU_SANITY_CHECK(dst);
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2012-08-29 20:49:07 +08:00
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}
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else
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{
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2013-02-26 17:49:35 +08:00
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FAIL_NO_CPU();
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2012-08-29 20:49:07 +08:00
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}
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2012-09-27 22:11:06 +08:00
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}
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//////////////////////////////////////////////////////////////////////
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// fastNonLocalMeans
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2012-10-08 17:58:03 +08:00
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DEF_PARAM_TEST(Sz_Depth_Cn_WinSz_BlockSz, cv::Size, MatDepth, MatCn, int, int);
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2012-09-27 22:11:06 +08:00
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2012-10-10 17:34:50 +08:00
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PERF_TEST_P(Sz_Depth_Cn_WinSz_BlockSz, Denoising_FastNonLocalMeans,
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2013-02-26 17:49:35 +08:00
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Combine(GPU_DENOISING_IMAGE_SIZES,
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Values<MatDepth>(CV_8U),
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GPU_CHANNELS_1_3,
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Values(21),
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Values(7)))
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2012-09-27 22:11:06 +08:00
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{
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2013-02-26 17:49:35 +08:00
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declare.time(60.0);
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2012-10-10 17:34:50 +08:00
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2013-02-26 17:49:35 +08:00
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const cv::Size size = GET_PARAM(0);
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const int depth = GET_PARAM(1);
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const int search_widow_size = GET_PARAM(2);
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const int block_size = GET_PARAM(3);
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2012-10-10 17:34:50 +08:00
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2013-02-26 17:49:35 +08:00
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const float h = 10;
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const int type = CV_MAKE_TYPE(depth, 1);
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2012-10-04 23:36:48 +08:00
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cv::Mat src(size, type);
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2013-02-26 17:49:35 +08:00
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declare.in(src, WARMUP_RNG);
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2012-09-27 22:11:06 +08:00
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2012-10-10 17:34:50 +08:00
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if (PERF_RUN_GPU())
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2012-10-04 23:36:48 +08:00
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{
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cv::gpu::FastNonLocalMeansDenoising fnlmd;
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2013-02-26 17:49:35 +08:00
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const cv::gpu::GpuMat d_src(src);
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cv::gpu::GpuMat dst;
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2012-10-04 23:36:48 +08:00
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2013-02-26 17:49:35 +08:00
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TEST_CYCLE() fnlmd.simpleMethod(d_src, dst, h, search_widow_size, block_size);
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2012-10-10 17:34:50 +08:00
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2013-02-26 17:49:35 +08:00
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GPU_SANITY_CHECK(dst);
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2012-10-04 23:36:48 +08:00
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}
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else
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{
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cv::Mat dst;
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2013-02-26 17:49:35 +08:00
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TEST_CYCLE() cv::fastNlMeansDenoising(src, dst, h, block_size, search_widow_size);
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2012-10-10 17:34:50 +08:00
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CPU_SANITY_CHECK(dst);
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2012-10-04 23:36:48 +08:00
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}
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}
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//////////////////////////////////////////////////////////////////////
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// fastNonLocalMeans (colored)
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2012-10-08 17:58:03 +08:00
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DEF_PARAM_TEST(Sz_Depth_WinSz_BlockSz, cv::Size, MatDepth, int, int);
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2012-10-04 23:36:48 +08:00
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2012-10-10 17:34:50 +08:00
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PERF_TEST_P(Sz_Depth_WinSz_BlockSz, Denoising_FastNonLocalMeansColored,
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2013-02-26 17:49:35 +08:00
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Combine(GPU_DENOISING_IMAGE_SIZES,
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Values<MatDepth>(CV_8U),
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Values(21),
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Values(7)))
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2012-10-04 23:36:48 +08:00
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{
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2013-02-26 17:49:35 +08:00
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declare.time(60.0);
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2012-10-10 17:34:50 +08:00
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2013-02-26 17:49:35 +08:00
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const cv::Size size = GET_PARAM(0);
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const int depth = GET_PARAM(1);
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const int search_widow_size = GET_PARAM(2);
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const int block_size = GET_PARAM(3);
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2012-09-27 22:11:06 +08:00
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2013-02-26 17:49:35 +08:00
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const float h = 10;
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const int type = CV_MAKE_TYPE(depth, 3);
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2012-09-27 22:11:06 +08:00
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cv::Mat src(size, type);
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2013-02-26 17:49:35 +08:00
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declare.in(src, WARMUP_RNG);
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2012-09-27 22:11:06 +08:00
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2012-10-10 17:34:50 +08:00
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if (PERF_RUN_GPU())
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2012-09-27 22:11:06 +08:00
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{
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2012-10-04 23:36:48 +08:00
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cv::gpu::FastNonLocalMeansDenoising fnlmd;
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2013-02-26 17:49:35 +08:00
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const cv::gpu::GpuMat d_src(src);
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cv::gpu::GpuMat dst;
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2012-09-27 22:11:06 +08:00
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2013-02-26 17:49:35 +08:00
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TEST_CYCLE() fnlmd.labMethod(d_src, dst, h, h, search_widow_size, block_size);
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2012-10-10 17:34:50 +08:00
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2013-02-26 17:49:35 +08:00
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GPU_SANITY_CHECK(dst);
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2012-09-27 22:11:06 +08:00
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}
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else
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{
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cv::Mat dst;
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2013-02-26 17:49:35 +08:00
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TEST_CYCLE() cv::fastNlMeansDenoisingColored(src, dst, h, h, block_size, search_widow_size);
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2012-10-10 17:34:50 +08:00
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CPU_SANITY_CHECK(dst);
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2012-09-27 22:11:06 +08:00
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}
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2013-02-26 17:49:35 +08:00
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}
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