diff --git a/modules/imgproc/src/opencl/pyr_down.cl b/modules/imgproc/src/opencl/pyr_down.cl new file mode 100644 index 0000000000..745813f5df --- /dev/null +++ b/modules/imgproc/src/opencl/pyr_down.cl @@ -0,0 +1,202 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2010-2012, Multicoreware, Inc., all rights reserved. +// Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved. +// Third party copyrights are property of their respective owners. +// +// @Authors +// Dachuan Zhao, dachuan@multicorewareinc.com +// +// Redistribution and use in source and binary forms, with or without modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of the copyright holders may not be used to endorse or promote products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors as is and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + +#ifdef DOUBLE_SUPPORT +#ifdef cl_amd_fp64 +#pragma OPENCL EXTENSION cl_amd_fp64:enable +#elif defined (cl_khr_fp64) +#pragma OPENCL EXTENSION cl_khr_fp64:enable +#endif +#endif + +#define noconvert + +inline int idx_row_low(int y, int last_row) +{ + return abs(y) % (last_row + 1); +} + +inline int idx_row_high(int y, int last_row) +{ + return abs(last_row - (int)abs(last_row - y)) % (last_row + 1); +} + +inline int idx_row(int y, int last_row) +{ + return idx_row_low(idx_row_high(y, last_row), last_row); +} + +inline int idx_col_low(int x, int last_col) +{ + return abs(x) % (last_col + 1); +} + +inline int idx_col_high(int x, int last_col) +{ + return abs(last_col - (int)abs(last_col - x)) % (last_col + 1); +} + +inline int idx_col(int x, int last_col) +{ + return idx_col_low(idx_col_high(x, last_col), last_col); +} + +__kernel void pyrDown(__global const uchar * src, int src_step, int src_offset, int src_rows, int src_cols, + __global uchar * dst, int dst_step, int dst_offset, int dst_rows, int dst_cols) +{ + const int x = get_global_id(0); + const int y = get_group_id(1); + + __local FT smem[256 + 4]; + __global T * dstData = (__global T *)(dst + dst_offset); + __global const uchar * srcData = (__global const uchar*)(src + src_offset); + + FT sum; + FT co1 = 0.375f; + FT co2 = 0.25f; + FT co3 = 0.0625f; + + const int src_y = 2*y; + const int last_row = src_rows - 1; + const int last_col = src_cols - 1; + + if (src_y >= 2 && src_y < src_rows - 2 && x >= 2 && x < src_cols - 2) + { + sum = co3 * convertToFT(((__global T*)(srcData + (src_y - 2) * src_step))[x]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + (src_y - 1) * src_step))[x]); + sum = sum + co1 * convertToFT(((__global T*)(srcData + (src_y ) * src_step))[x]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + (src_y + 1) * src_step))[x]); + sum = sum + co3 * convertToFT(((__global T*)(srcData + (src_y + 2) * src_step))[x]); + + smem[2 + get_local_id(0)] = sum; + + if (get_local_id(0) < 2) + { + const int left_x = x - 2; + + sum = co3 * convertToFT(((__global T*)(srcData + (src_y - 2) * src_step))[left_x]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + (src_y - 1) * src_step))[left_x]); + sum = sum + co1 * convertToFT(((__global T*)(srcData + (src_y ) * src_step))[left_x]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + (src_y + 1) * src_step))[left_x]); + sum = sum + co3 * convertToFT(((__global T*)(srcData + (src_y + 2) * src_step))[left_x]); + + smem[get_local_id(0)] = sum; + } + + if (get_local_id(0) > 253) + { + const int right_x = x + 2; + + sum = co3 * convertToFT(((__global T*)(srcData + (src_y - 2) * src_step))[right_x]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + (src_y - 1) * src_step))[right_x]); + sum = sum + co1 * convertToFT(((__global T*)(srcData + (src_y ) * src_step))[right_x]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + (src_y + 1) * src_step))[right_x]); + sum = sum + co3 * convertToFT(((__global T*)(srcData + (src_y + 2) * src_step))[right_x]); + + smem[4 + get_local_id(0)] = sum; + } + } + else + { + int col = idx_col(x, last_col); + + sum = co3 * convertToFT(((__global T*)(srcData + idx_row(src_y - 2, last_row) * src_step))[col]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + idx_row(src_y - 1, last_row) * src_step))[col]); + sum = sum + co1 * convertToFT(((__global T*)(srcData + idx_row(src_y , last_row) * src_step))[col]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + idx_row(src_y + 1, last_row) * src_step))[col]); + sum = sum + co3 * convertToFT(((__global T*)(srcData + idx_row(src_y + 2, last_row) * src_step))[col]); + + smem[2 + get_local_id(0)] = sum; + + if (get_local_id(0) < 2) + { + const int left_x = x - 2; + + col = idx_col(left_x, last_col); + + sum = co3 * convertToFT(((__global T*)(srcData + idx_row(src_y - 2, last_row) * src_step))[col]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + idx_row(src_y - 1, last_row) * src_step))[col]); + sum = sum + co1 * convertToFT(((__global T*)(srcData + idx_row(src_y , last_row) * src_step))[col]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + idx_row(src_y + 1, last_row) * src_step))[col]); + sum = sum + co3 * convertToFT(((__global T*)(srcData + idx_row(src_y + 2, last_row) * src_step))[col]); + + smem[get_local_id(0)] = sum; + } + + if (get_local_id(0) > 253) + { + const int right_x = x + 2; + + col = idx_col(right_x, last_col); + + sum = co3 * convertToFT(((__global T*)(srcData + idx_row(src_y - 2, last_row) * src_step))[col]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + idx_row(src_y - 1, last_row) * src_step))[col]); + sum = sum + co1 * convertToFT(((__global T*)(srcData + idx_row(src_y , last_row) * src_step))[col]); + sum = sum + co2 * convertToFT(((__global T*)(srcData + idx_row(src_y + 1, last_row) * src_step))[col]); + sum = sum + co3 * convertToFT(((__global T*)(srcData + idx_row(src_y + 2, last_row) * src_step))[col]); + + smem[4 + get_local_id(0)] = sum; + } + } + + barrier(CLK_LOCAL_MEM_FENCE); + + if (get_local_id(0) < 128) + { + const int tid2 = get_local_id(0) * 2; + + sum = co3 * smem[2 + tid2 - 2]; + sum = sum + co2 * smem[2 + tid2 - 1]; + sum = sum + co1 * smem[2 + tid2 ]; + sum = sum + co2 * smem[2 + tid2 + 1]; + sum = sum + co3 * smem[2 + tid2 + 2]; + + const int dst_x = (get_group_id(0) * get_local_size(0) + tid2) / 2; + + if (dst_x < dst_cols) + dstData[y * dst_step / ((int)sizeof(T)) + dst_x] = convertToT(sum); + } + +} diff --git a/modules/imgproc/src/opencl/pyr_up.cl b/modules/imgproc/src/opencl/pyr_up.cl new file mode 100644 index 0000000000..b8cf6abd21 --- /dev/null +++ b/modules/imgproc/src/opencl/pyr_up.cl @@ -0,0 +1,159 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2010-2012, Multicoreware, Inc., all rights reserved. +// Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved. +// Third party copyrights are property of their respective owners. +// +// @Authors +// Zhang Chunpeng chunpeng@multicorewareinc.com +// Dachuan Zhao, dachuan@multicorewareinc.com +// Yao Wang, yao@multicorewareinc.com +// Peng Xiao, pengxiao@outlook.com +// +// Redistribution and use in source and binary forms, with or without modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of the copyright holders may not be used to endorse or promote products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors as is and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + +/////////////////////////////////////////////////////////////////////// +//////////////////////// Generic PyrUp ////////////////////////////// +/////////////////////////////////////////////////////////////////////// + +#ifdef DOUBLE_SUPPORT +#ifdef cl_amd_fp64 +#pragma OPENCL EXTENSION cl_amd_fp64:enable +#elif defined (cl_khr_fp64) +#pragma OPENCL EXTENSION cl_khr_fp64:enable +#endif +#endif + +#define noconvert + + +__kernel void pyrUp(__global const uchar * src, int src_step, int src_offset, int src_rows, int src_cols, + __global uchar * dst, int dst_step, int dst_offset, int dst_rows, int dst_cols) +{ + const int x = get_global_id(0); + const int y = get_global_id(1); + + const int lsizex = get_local_size(0); + const int lsizey = get_local_size(1); + + const int tidx = get_local_id(0); + const int tidy = get_local_id(1); + + __local FT s_srcPatch[10][10]; + __local FT s_dstPatch[20][16]; + + __global T * dstData = (__global T *)(dst + dst_offset); + __global const T * srcData = (__global const T *)(src + src_offset); + + if( tidx < 10 && tidy < 10 ) + { + int srcx = mad24((int)get_group_id(0), lsizex>>1, tidx) - 1; + int srcy = mad24((int)get_group_id(1), lsizey>>1, tidy) - 1; + + srcx = abs(srcx); + srcx = min(src_cols - 1, srcx); + + srcy = abs(srcy); + srcy = min(src_rows - 1, srcy); + + s_srcPatch[tidy][tidx] = convertToFT(srcData[srcx + srcy * src_step / (int) sizeof(T)]); + } + + barrier(CLK_LOCAL_MEM_FENCE); + + FT sum = 0.f; + const FT evenFlag = (FT)((tidx & 1) == 0); + const FT oddFlag = (FT)((tidx & 1) != 0); + const bool eveny = ((tidy & 1) == 0); + + const FT co1 = 0.375f; + const FT co2 = 0.25f; + const FT co3 = 0.0625f; + + if(eveny) + { + sum = ( evenFlag* co3 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx - 2) >> 1)]; + sum = sum + ( oddFlag * co2 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx - 1) >> 1)]; + sum = sum + ( evenFlag* co1 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx ) >> 1)]; + sum = sum + ( oddFlag * co2 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx + 1) >> 1)]; + sum = sum + ( evenFlag* co3 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx + 2) >> 1)]; + } + + s_dstPatch[2 + tidy][tidx] = sum; + + if (tidy < 2) + { + sum = 0; + + if (eveny) + { + sum = (evenFlag * co3 ) * s_srcPatch[lsizey-16][1 + ((tidx - 2) >> 1)]; + sum = sum + ( oddFlag * co2 ) * s_srcPatch[lsizey-16][1 + ((tidx - 1) >> 1)]; + sum = sum + (evenFlag * co1 ) * s_srcPatch[lsizey-16][1 + ((tidx ) >> 1)]; + sum = sum + ( oddFlag * co2 ) * s_srcPatch[lsizey-16][1 + ((tidx + 1) >> 1)]; + sum = sum + (evenFlag * co3 ) * s_srcPatch[lsizey-16][1 + ((tidx + 2) >> 1)]; + } + + s_dstPatch[tidy][tidx] = sum; + } + + if (tidy > 13) + { + sum = 0; + + if (eveny) + { + sum = (evenFlag * co3) * s_srcPatch[lsizey-7][1 + ((tidx - 2) >> 1)]; + sum = sum + ( oddFlag * co2) * s_srcPatch[lsizey-7][1 + ((tidx - 1) >> 1)]; + sum = sum + (evenFlag * co1) * s_srcPatch[lsizey-7][1 + ((tidx ) >> 1)]; + sum = sum + ( oddFlag * co2) * s_srcPatch[lsizey-7][1 + ((tidx + 1) >> 1)]; + sum = sum + (evenFlag * co3) * s_srcPatch[lsizey-7][1 + ((tidx + 2) >> 1)]; + } + s_dstPatch[4 + tidy][tidx] = sum; + } + + barrier(CLK_LOCAL_MEM_FENCE); + + sum = co3 * s_dstPatch[2 + tidy - 2][tidx]; + sum = sum + co2 * s_dstPatch[2 + tidy - 1][tidx]; + sum = sum + co1 * s_dstPatch[2 + tidy ][tidx]; + sum = sum + co2 * s_dstPatch[2 + tidy + 1][tidx]; + sum = sum + co3 * s_dstPatch[2 + tidy + 2][tidx]; + + if ((x < dst_cols) && (y < dst_rows)) + dstData[x + y * dst_step / (int)sizeof(T)] = convertToT(4.0f * sum); +} diff --git a/modules/imgproc/src/pyramids.cpp b/modules/imgproc/src/pyramids.cpp index 9ebf11ea89..6802e9eebf 100644 --- a/modules/imgproc/src/pyramids.cpp +++ b/modules/imgproc/src/pyramids.cpp @@ -41,6 +41,7 @@ //M*/ #include "precomp.hpp" +#include "opencl_kernels.hpp" namespace cv { @@ -400,12 +401,99 @@ pyrUp_( const Mat& _src, Mat& _dst, int) typedef void (*PyrFunc)(const Mat&, Mat&, int); +static bool ocl_pyrDown( InputArray _src, OutputArray _dst, const Size& _dsz, int borderType) +{ + int type = _src.type(), depth = CV_MAT_DEPTH(type), channels = CV_MAT_CN(type); + + if (((channels != 1) && (channels != 2) && (channels != 4)) + || (borderType != BORDER_DEFAULT)) + return false; + + bool doubleSupport = ocl::Device::getDefault().doubleFPConfig() > 0; + if ((depth == CV_64F) && !(doubleSupport)) + return false; + + Size ssize = _src.size(); + Size dsize = _dsz.area() == 0 ? Size((ssize.width + 1) / 2, (ssize.height + 1) / 2) : _dsz; + CV_Assert( ssize.width > 0 && ssize.height > 0 && + std::abs(dsize.width*2 - ssize.width) <= 2 && + std::abs(dsize.height*2 - ssize.height) <= 2 ); + + UMat src = _src.getUMat(); + _dst.create( dsize, src.type() ); + UMat dst = _dst.getUMat(); + + const char * const kernelName = "pyrDown"; + ocl::ProgramSource2 program = ocl::imgproc::pyr_down_oclsrc; + ocl::Kernel k; + + int float_depth = depth == CV_64F ? CV_64F : CV_32F; + char cvt[2][50]; + k.create(kernelName, program, + format("-D T=%s -D FT=%s -D convertToT=%s -D convertToFT=%s%s", + ocl::typeToStr(type), ocl::typeToStr(CV_MAKETYPE(float_depth, channels)), + ocl::convertTypeStr(float_depth, depth, channels, cvt[0]), + ocl::convertTypeStr(depth, float_depth, channels, cvt[1]), + doubleSupport ? " -D DOUBLE_SUPPORT" : "")); + + k.args(ocl::KernelArg::ReadOnly(src), ocl::KernelArg::WriteOnly(dst)); + + size_t localThreads[2] = { 256, 1 }; + size_t globalThreads[2] = { src.cols, dst.rows }; + return k.run(2, globalThreads, localThreads, false); +} + +static bool ocl_pyrUp( InputArray _src, OutputArray _dst, const Size& _dsz, int borderType) +{ + int type = _src.type(), depth = CV_MAT_DEPTH(type), channels = CV_MAT_CN(type); + + if (((channels != 1) && (channels != 2) && (channels != 4)) + || (borderType != BORDER_DEFAULT)) + return false; + + bool doubleSupport = ocl::Device::getDefault().doubleFPConfig() > 0; + if ((depth == CV_64F) && !(doubleSupport)) + return false; + + Size ssize = _src.size(); + if ((_dsz.area() != 0) && (_dsz != Size(ssize.width * 2, ssize.height * 2))) + return false; + + UMat src = _src.getUMat(); + Size dsize = Size(ssize.width * 2, ssize.height * 2); + _dst.create( dsize, src.type() ); + UMat dst = _dst.getUMat(); + + const char * const kernelName = "pyrUp"; + ocl::ProgramSource2 program = ocl::imgproc::pyr_up_oclsrc; + ocl::Kernel k; + + int float_depth = depth == CV_64F ? CV_64F : CV_32F; + char cvt[2][50]; + k.create(kernelName, program, + format("-D T=%s -D FT=%s -D convertToT=%s -D convertToFT=%s%s", + ocl::typeToStr(type), ocl::typeToStr(CV_MAKETYPE(float_depth, channels)), + ocl::convertTypeStr(float_depth, depth, channels, cvt[0]), + ocl::convertTypeStr(depth, float_depth, channels, cvt[1]), + doubleSupport ? " -D DOUBLE_SUPPORT" : "")); + + k.args(ocl::KernelArg::ReadOnly(src), ocl::KernelArg::WriteOnly(dst)); + size_t globalThreads[2] = {dst.cols, dst.rows}; + size_t localThreads[2] = {16, 16}; + + return k.run(2, globalThreads, localThreads, false); +} + } void cv::pyrDown( InputArray _src, OutputArray _dst, const Size& _dsz, int borderType ) { + if (ocl::useOpenCL() && _dst.isUMat() && + ocl_pyrDown(_src, _dst, _dsz, borderType)) + return; + Mat src = _src.getMat(); - Size dsz = _dsz == Size() ? Size((src.cols + 1)/2, (src.rows + 1)/2) : _dsz; + Size dsz = _dsz.area() == 0 ? Size((src.cols + 1)/2, (src.rows + 1)/2) : _dsz; _dst.create( dsz, src.type() ); Mat dst = _dst.getMat(); @@ -434,8 +522,12 @@ void cv::pyrDown( InputArray _src, OutputArray _dst, const Size& _dsz, int borde void cv::pyrUp( InputArray _src, OutputArray _dst, const Size& _dsz, int borderType ) { + if (ocl::useOpenCL() && _dst.isUMat() && + ocl_pyrUp(_src, _dst, _dsz, borderType)) + return; + Mat src = _src.getMat(); - Size dsz = _dsz == Size() ? Size(src.cols*2, src.rows*2) : _dsz; + Size dsz = _dsz.area() == 0 ? Size(src.cols*2, src.rows*2) : _dsz; _dst.create( dsz, src.type() ); Mat dst = _dst.getMat(); diff --git a/modules/imgproc/test/ocl/test_pyramids.cpp b/modules/imgproc/test/ocl/test_pyramids.cpp new file mode 100644 index 0000000000..3dd7a41383 --- /dev/null +++ b/modules/imgproc/test/ocl/test_pyramids.cpp @@ -0,0 +1,142 @@ +/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2010-2012, Institute Of Software Chinese Academy Of Science, all rights reserved. +// Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved. +// Third party copyrights are property of their respective owners. +// +// @Authors +// Yao Wang yao@multicorewareinc.com +// +// Redistribution and use in source and binary forms, with or without modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of the copyright holders may not be used to endorse or promote products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors "as is" and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + + +#include "test_precomp.hpp" +#include "opencv2/ts/ocl_test.hpp" + +#ifdef HAVE_OPENCL + +namespace cvtest { +namespace ocl { + +PARAM_TEST_CASE(PyrTestBase, MatDepth, Channels, bool) +{ + int depth, channels; + bool use_roi; + + TEST_DECLARE_INPUT_PARAMETER(src) + TEST_DECLARE_OUTPUT_PARAMETER(dst) + + virtual void SetUp() + { + depth = GET_PARAM(0); + channels = GET_PARAM(1); + use_roi = GET_PARAM(2); + } + + void generateTestData(Size src_roiSize, Size dst_roiSize) + { + Border srcBorder = randomBorder(0, use_roi ? MAX_VALUE : 0); + randomSubMat(src, src_roi, src_roiSize, srcBorder, CV_MAKETYPE(depth, channels), -MAX_VALUE, MAX_VALUE); + + Border dstBorder = randomBorder(0, use_roi ? MAX_VALUE : 0); + randomSubMat(dst, dst_roi, dst_roiSize, dstBorder, CV_MAKETYPE(depth, channels), -MAX_VALUE, MAX_VALUE); + + UMAT_UPLOAD_INPUT_PARAMETER(src) + UMAT_UPLOAD_OUTPUT_PARAMETER(dst) + } + + void Near(double threshold = 0.0) + { + OCL_EXPECT_MATS_NEAR(dst, threshold); + } +}; + +/////////////////////// PyrDown ////////////////////////// + +typedef PyrTestBase PyrDown; + +OCL_TEST_P(PyrDown, Mat) +{ + for (int j = 0; j < test_loop_times; j++) + { + Size src_roiSize = randomSize(1, MAX_VALUE); + Size dst_roiSize = Size(randomInt((src_roiSize.width - 1) / 2, (src_roiSize.width + 3) / 2), + randomInt((src_roiSize.height - 1) / 2, (src_roiSize.height + 3) / 2)); + dst_roiSize = dst_roiSize.area() == 0 ? Size((src_roiSize.width + 1) / 2, (src_roiSize.height + 1) / 2) : dst_roiSize; + generateTestData(src_roiSize, dst_roiSize); + + OCL_OFF(pyrDown(src_roi, dst_roi, dst_roiSize)); + OCL_ON(pyrDown(usrc_roi, udst_roi, dst_roiSize)); + + Near(depth == CV_32F ? 1e-4f : 1.0f); + } +} + +OCL_INSTANTIATE_TEST_CASE_P(ImgprocPyr, PyrDown, Combine( + Values(CV_8U, CV_16U, CV_16S, CV_32F, CV_64F), + Values(1, 2, 4), + Bool() + )); + +/////////////////////// PyrUp ////////////////////////// + +typedef PyrTestBase PyrUp; + +OCL_TEST_P(PyrUp, Mat) +{ + for (int j = 0; j < test_loop_times; j++) + { + Size src_roiSize = randomSize(1, MAX_VALUE); + Size dst_roiSize = Size(2 * src_roiSize.width, 2 * src_roiSize.height); + generateTestData(src_roiSize, dst_roiSize); + + OCL_OFF(pyrUp(src_roi, dst_roi, dst_roiSize)); + OCL_ON(pyrUp(usrc_roi, udst_roi, dst_roiSize)); + + Near(depth == CV_32F ? 1e-4f : 1.0f); + } +} + +OCL_INSTANTIATE_TEST_CASE_P(ImgprocPyr, PyrUp, Combine( + Values(CV_8U, CV_16U, CV_16S, CV_32F, CV_64F), + Values(1, 2, 4), + Bool() + )); + +} } // namespace cvtest::ocl + +#endif // HAVE_OPENCL