static bool ocl_fastNlMeansDenoisingColored( InputArray _src, OutputArray _dst, float h, float hForColorComponents, int templateWindowSize, int searchWindowSize) { UMat src = _src.getUMat(); _dst.create(src.size(), src.type()); UMat dst = _dst.getUMat(); UMat src_lab; cvtColor(src, src_lab, COLOR_LBGR2Lab); UMat l(src.size(), CV_8U); UMat ab(src.size(), CV_8UC2); std::vector<UMat> l_ab(2), l_ab_denoised(2); l_ab[0] = l; l_ab[1] = ab; l_ab_denoised[0].create(src.size(), CV_8U); l_ab_denoised[1].create(src.size(), CV_8UC2); int from_to[] = { 0,0, 1,1, 2,2 }; mixChannels(std::vector<UMat>(1, src_lab), l_ab, from_to, 3); fastNlMeansDenoising(l_ab[0], l_ab_denoised[0], h, templateWindowSize, searchWindowSize); fastNlMeansDenoising(l_ab[1], l_ab_denoised[1], hForColorComponents, templateWindowSize, searchWindowSize); UMat dst_lab(src.size(), CV_8UC3); mixChannels(l_ab_denoised, std::vector<UMat>(1, dst_lab), from_to, 3); cvtColor(dst_lab, dst, COLOR_Lab2LBGR, src.channels()); return true; }
void cv::fastNlMeansDenoisingColored( InputArray _src, OutputArray _dst, float h, float hForColorComponents, int templateWindowSize, int searchWindowSize) { Mat src = _src.getMat(); _dst.create(src.size(), src.type()); Mat dst = _dst.getMat(); if (src.type() != CV_8UC3) { CV_Error(CV_StsBadArg, "Type of input image should be CV_8UC3!"); return; } Mat src_lab; cvtColor(src, src_lab, CV_LBGR2Lab); Mat l(src.size(), CV_8U); Mat ab(src.size(), CV_8UC2); Mat l_ab[] = { l, ab }; int from_to[] = { 0,0, 1,1, 2,2 }; mixChannels(&src_lab, 1, l_ab, 2, from_to, 3); fastNlMeansDenoising(l, l, h, templateWindowSize, searchWindowSize); fastNlMeansDenoising(ab, ab, hForColorComponents, templateWindowSize, searchWindowSize); Mat l_ab_denoised[] = { l, ab }; Mat dst_lab(src.size(), src.type()); mixChannels(l_ab_denoised, 2, &dst_lab, 1, from_to, 3); cvtColor(dst_lab, dst, CV_Lab2LBGR); }
void cv::fastNlMeansDenoisingColoredMulti( InputArrayOfArrays _srcImgs, OutputArray _dst, int imgToDenoiseIndex, int temporalWindowSize, float h, float hForColorComponents, int templateWindowSize, int searchWindowSize) { std::vector<Mat> srcImgs; _srcImgs.getMatVector(srcImgs); fastNlMeansDenoisingMultiCheckPreconditions( srcImgs, imgToDenoiseIndex, temporalWindowSize, templateWindowSize, searchWindowSize); _dst.create(srcImgs[0].size(), srcImgs[0].type()); Mat dst = _dst.getMat(); int src_imgs_size = static_cast<int>(srcImgs.size()); if (srcImgs[0].type() != CV_8UC3) { CV_Error(Error::StsBadArg, "Type of input images should be CV_8UC3!"); return; } int from_to[] = { 0,0, 1,1, 2,2 }; // TODO convert only required images std::vector<Mat> src_lab(src_imgs_size); std::vector<Mat> l(src_imgs_size); std::vector<Mat> ab(src_imgs_size); for (int i = 0; i < src_imgs_size; i++) { src_lab[i] = Mat::zeros(srcImgs[0].size(), CV_8UC3); l[i] = Mat::zeros(srcImgs[0].size(), CV_8UC1); ab[i] = Mat::zeros(srcImgs[0].size(), CV_8UC2); cvtColor(srcImgs[i], src_lab[i], COLOR_LBGR2Lab); Mat l_ab[] = { l[i], ab[i] }; mixChannels(&src_lab[i], 1, l_ab, 2, from_to, 3); } Mat dst_l; Mat dst_ab; fastNlMeansDenoisingMulti( l, dst_l, imgToDenoiseIndex, temporalWindowSize, h, templateWindowSize, searchWindowSize); fastNlMeansDenoisingMulti( ab, dst_ab, imgToDenoiseIndex, temporalWindowSize, hForColorComponents, templateWindowSize, searchWindowSize); Mat l_ab_denoised[] = { dst_l, dst_ab }; Mat dst_lab(srcImgs[0].size(), srcImgs[0].type()); mixChannels(l_ab_denoised, 2, &dst_lab, 1, from_to, 3); cvtColor(dst_lab, dst, COLOR_Lab2LBGR); }
void cv::fastNlMeansDenoisingColored( InputArray _src, OutputArray _dst, float h, float hForColorComponents, int templateWindowSize, int searchWindowSize) { int type = _src.type(), depth = CV_MAT_DEPTH(type), cn = CV_MAT_CN(type); if (type != CV_8UC3 && type != CV_8UC4) { CV_Error(Error::StsBadArg, "Type of input image should be CV_8UC3!"); return; } CV_OCL_RUN(_src.dims() <= 2 && (_dst.isUMat() || _src.isUMat()), ocl_fastNlMeansDenoisingColored(_src, _dst, h, hForColorComponents, templateWindowSize, searchWindowSize)) Mat src = _src.getMat(); _dst.create(src.size(), type); Mat dst = _dst.getMat(); Mat src_lab; cvtColor(src, src_lab, COLOR_LBGR2Lab); Mat l(src.size(), CV_8U); Mat ab(src.size(), CV_8UC2); Mat l_ab[] = { l, ab }; int from_to[] = { 0,0, 1,1, 2,2 }; mixChannels(&src_lab, 1, l_ab, 2, from_to, 3); fastNlMeansDenoising(l, l, h, templateWindowSize, searchWindowSize); fastNlMeansDenoising(ab, ab, hForColorComponents, templateWindowSize, searchWindowSize); Mat l_ab_denoised[] = { l, ab }; Mat dst_lab(src.size(), CV_MAKE_TYPE(depth, 3)); mixChannels(l_ab_denoised, 2, &dst_lab, 1, from_to, 3); cvtColor(dst_lab, dst, COLOR_Lab2LBGR, cn); }