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Minimal image size is set to 5*5 for OCL path of fastNlMeansDenoising and fastNlMeansDenoisingColored since it breaks tests with test_loop_times=30 and in general doesn't make sense for computation on GPU.
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@ -48,11 +48,13 @@
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void cv::fastNlMeansDenoising( InputArray _src, OutputArray _dst, float h,
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int templateWindowSize, int searchWindowSize)
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{
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CV_OCL_RUN(_src.dims() <= 2 && (_src.isUMat() || _dst.isUMat()),
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Size src_size = _src.size();
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CV_OCL_RUN(_src.dims() <= 2 && (_src.isUMat() || _dst.isUMat()) &&
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src_size.width > 5 && src_size.height > 5, // low accuracy on small sizes
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ocl_fastNlMeansDenoising(_src, _dst, h, templateWindowSize, searchWindowSize))
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Mat src = _src.getMat();
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_dst.create(src.size(), src.type());
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_dst.create(src_size, src.type());
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Mat dst = _dst.getMat();
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#ifdef HAVE_TEGRA_OPTIMIZATION
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@ -87,26 +89,27 @@ void cv::fastNlMeansDenoisingColored( InputArray _src, OutputArray _dst,
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int templateWindowSize, int searchWindowSize)
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{
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int type = _src.type(), depth = CV_MAT_DEPTH(type), cn = CV_MAT_CN(type);
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Size src_size = _src.size();
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if (type != CV_8UC3 && type != CV_8UC4)
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{
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CV_Error(Error::StsBadArg, "Type of input image should be CV_8UC3!");
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return;
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}
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CV_OCL_RUN(_src.dims() <= 2 && (_dst.isUMat() || _src.isUMat()),
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CV_OCL_RUN(_src.dims() <= 2 && (_dst.isUMat() || _src.isUMat()) &&
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src_size.width > 5 && src_size.height > 5, // low accuracy on small sizes
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ocl_fastNlMeansDenoisingColored(_src, _dst, h, hForColorComponents,
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templateWindowSize, searchWindowSize))
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Mat src = _src.getMat();
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_dst.create(src.size(), type);
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_dst.create(src_size, type);
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Mat dst = _dst.getMat();
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Mat src_lab;
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cvtColor(src, src_lab, COLOR_LBGR2Lab);
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Mat l(src.size(), CV_8U);
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Mat ab(src.size(), CV_8UC2);
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Mat l(src_size, CV_8U);
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Mat ab(src_size, CV_8UC2);
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Mat l_ab[] = { l, ab };
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int from_to[] = { 0,0, 1,1, 2,2 };
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mixChannels(&src_lab, 1, l_ab, 2, from_to, 3);
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@ -115,7 +118,7 @@ void cv::fastNlMeansDenoisingColored( InputArray _src, OutputArray _dst,
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fastNlMeansDenoising(ab, ab, hForColorComponents, templateWindowSize, searchWindowSize);
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Mat l_ab_denoised[] = { l, ab };
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Mat dst_lab(src.size(), CV_MAKE_TYPE(depth, 3));
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Mat dst_lab(src_size, CV_MAKE_TYPE(depth, 3));
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mixChannels(l_ab_denoised, 2, &dst_lab, 1, from_to, 3);
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cvtColor(dst_lab, dst, COLOR_Lab2LBGR, cn);
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