/////////////////////////////////////////////////////////////////////////////////////// // // 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. // Copyright (C) 2010-2012, Multicoreware, Inc., all rights reserved. // Third party copyrights are property of their respective owners. // // @Authors // Niko Li, newlife20080214@gmail.com // Jia Haipeng, jiahaipeng95@gmail.com // Shengen Yan, yanshengen@gmail.com // Jiang Liyuan,jlyuan001.good@163.com // Rock Li, Rock.Li@amd.com // Zailong Wu, bullet@yeah.net // Yao Wang, bitwangyaoyao@gmail.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 #ifdef HAVE_OPENCL using namespace cv; using namespace cv::ocl; using namespace cvtest; using namespace testing; using namespace std; static bool relativeError(double actual, double expected, double eps) { return std::abs(actual - expected) / actual < eps; } //////////////////////////////// LUT ///////////////////////////////////////////////// PARAM_TEST_CASE(Lut, MatDepth, MatDepth, bool, bool) { int lut_depth; int cn; bool use_roi, same_cn; // src mat cv::Mat src; cv::Mat lut; cv::Mat dst; // src mat with roi cv::Mat src_roi; cv::Mat lut_roi; cv::Mat dst_roi; // ocl dst mat for testing cv::ocl::oclMat gsrc_whole; cv::ocl::oclMat glut_whole; cv::ocl::oclMat gdst_whole; // ocl mat with roi cv::ocl::oclMat gsrc_roi; cv::ocl::oclMat glut_roi; cv::ocl::oclMat gdst_roi; virtual void SetUp() { lut_depth = GET_PARAM(0); cn = GET_PARAM(1); same_cn = GET_PARAM(2); use_roi = GET_PARAM(3); } void random_roi() { const int src_type = CV_MAKE_TYPE(CV_8U, cn); const int lut_type = CV_MAKE_TYPE(lut_depth, same_cn ? cn : 1); const int dst_type = CV_MAKE_TYPE(lut_depth, cn); Size roiSize = randomSize(1, MAX_VALUE); Border srcBorder = randomBorder(0, use_roi ? MAX_VALUE : 0); randomSubMat(src, src_roi, roiSize, srcBorder, src_type, 0, 256); Size lutRoiSize = Size(256, 1); Border lutBorder = randomBorder(0, use_roi ? MAX_VALUE : 0); randomSubMat(lut, lut_roi, lutRoiSize, lutBorder, lut_type, 5, 16); Border dstBorder = randomBorder(0, use_roi ? MAX_VALUE : 0); randomSubMat(dst, dst_roi, roiSize, dstBorder, dst_type, 5, 16); generateOclMat(gsrc_whole, gsrc_roi, src, roiSize, srcBorder); generateOclMat(glut_whole, glut_roi, lut, lutRoiSize, lutBorder); generateOclMat(gdst_whole, gdst_roi, dst, roiSize, dstBorder); } void Near(double threshold = 0.) { Mat whole, roi; gdst_whole.download(whole); gdst_roi.download(roi); EXPECT_MAT_NEAR(dst, whole, threshold); EXPECT_MAT_NEAR(dst_roi, roi, threshold); } }; OCL_TEST_P(Lut, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::LUT(src_roi, lut_roi, dst_roi); cv::ocl::LUT(gsrc_roi, glut_roi, gdst_roi); Near(); } } ///////////////////////// ArithmTestBase /////////////////////////// PARAM_TEST_CASE(ArithmTestBase, MatDepth, Channels, bool) { int depth; int cn; bool use_roi; cv::Scalar val; // src mat cv::Mat src1; cv::Mat src2; cv::Mat mask; cv::Mat dst1; cv::Mat dst2; // src mat with roi cv::Mat src1_roi; cv::Mat src2_roi; cv::Mat mask_roi; cv::Mat dst1_roi; cv::Mat dst2_roi; // ocl dst mat for testing cv::ocl::oclMat gsrc1_whole; cv::ocl::oclMat gsrc2_whole; cv::ocl::oclMat gdst1_whole; cv::ocl::oclMat gdst2_whole; cv::ocl::oclMat gmask_whole; // ocl mat with roi cv::ocl::oclMat gsrc1_roi; cv::ocl::oclMat gsrc2_roi; cv::ocl::oclMat gdst1_roi; cv::ocl::oclMat gdst2_roi; cv::ocl::oclMat gmask_roi; virtual void SetUp() { depth = GET_PARAM(0); cn = GET_PARAM(1); use_roi = GET_PARAM(2); } virtual void random_roi() { const int type = CV_MAKE_TYPE(depth, cn); Size roiSize = randomSize(1, MAX_VALUE); Border src1Border = randomBorder(0, use_roi ? MAX_VALUE : 0); randomSubMat(src1, src1_roi, roiSize, src1Border, type, -11, 11); Border src2Border = randomBorder(0, use_roi ? MAX_VALUE : 0); randomSubMat(src2, src2_roi, roiSize, src2Border, type, -1540, 1740); Border dst1Border = randomBorder(0, use_roi ? MAX_VALUE : 0); randomSubMat(dst1, dst1_roi, roiSize, dst1Border, type, 5, 16); Border dst2Border = randomBorder(0, use_roi ? MAX_VALUE : 0); randomSubMat(dst2, dst2_roi, roiSize, dst2Border, type, 5, 16); Border maskBorder = randomBorder(0, use_roi ? MAX_VALUE : 0); randomSubMat(mask, mask_roi, roiSize, maskBorder, CV_8UC1, 0, 2); cv::threshold(mask, mask, 0.5, 255., CV_8UC1); generateOclMat(gsrc1_whole, gsrc1_roi, src1, roiSize, src1Border); generateOclMat(gsrc2_whole, gsrc2_roi, src2, roiSize, src2Border); generateOclMat(gdst1_whole, gdst1_roi, dst1, roiSize, dst1Border); generateOclMat(gdst2_whole, gdst2_roi, dst2, roiSize, dst2Border); generateOclMat(gmask_whole, gmask_roi, mask, roiSize, maskBorder); val = cv::Scalar(rng.uniform(-100.0, 100.0), rng.uniform(-100.0, 100.0), rng.uniform(-100.0, 100.0), rng.uniform(-100.0, 100.0)); } void Near(double threshold = 0.) { Mat whole, roi; gdst1_whole.download(whole); gdst1_roi.download(roi); EXPECT_MAT_NEAR(dst1, whole, threshold); EXPECT_MAT_NEAR(dst1_roi, roi, threshold); } void Near1(double threshold = 0.) { Mat whole, roi; gdst2_whole.download(whole); gdst2_roi.download(roi); EXPECT_MAT_NEAR(dst2, whole, threshold); EXPECT_MAT_NEAR(dst2_roi, roi, threshold); } }; //////////////////////////////// Exp ///////////////////////////////////////////////// typedef ArithmTestBase Exp; OCL_TEST_P(Exp, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::exp(src1_roi, dst1_roi); cv::ocl::exp(gsrc1_roi, gdst1_roi); Near(2); } } //////////////////////////////// Log ///////////////////////////////////////////////// typedef ArithmTestBase Log; OCL_TEST_P(Log, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::log(src1_roi, dst1_roi); cv::ocl::log(gsrc1_roi, gdst1_roi); Near(1); } } //////////////////////////////// Add ///////////////////////////////////////////////// typedef ArithmTestBase Add; OCL_TEST_P(Add, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::add(src1_roi, src2_roi, dst1_roi); cv::ocl::add(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(0); } } OCL_TEST_P(Add, Mat_Mask) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::add(src1_roi, src2_roi, dst1_roi, mask_roi); cv::ocl::add(gsrc1_roi, gsrc2_roi, gdst1_roi, gmask_roi); Near(0); } } OCL_TEST_P(Add, Scalar) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::add(src1_roi, val, dst1_roi); cv::ocl::add(gsrc1_roi, val, gdst1_roi); Near(1e-5); } } OCL_TEST_P(Add, Scalar_Mask) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::add(src1_roi, val, dst1_roi, mask_roi); cv::ocl::add(gsrc1_roi, val, gdst1_roi, gmask_roi); Near(1e-5); } } //////////////////////////////// Sub ///////////////////////////////////////////////// typedef ArithmTestBase Sub; OCL_TEST_P(Sub, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::subtract(src1_roi, src2_roi, dst1_roi); cv::ocl::subtract(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(0); } } OCL_TEST_P(Sub, Mat_Mask) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::subtract(src1_roi, src2_roi, dst1_roi, mask_roi); cv::ocl::subtract(gsrc1_roi, gsrc2_roi, gdst1_roi, gmask_roi); Near(0); } } OCL_TEST_P(Sub, Scalar) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::subtract(src1_roi, val, dst1_roi); cv::ocl::subtract(gsrc1_roi, val, gdst1_roi); Near(1e-5); } } OCL_TEST_P(Sub, Scalar_Mask) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::subtract(src1_roi, val, dst1_roi, mask_roi); cv::ocl::subtract(gsrc1_roi, val, gdst1_roi, gmask_roi); Near(1e-5); } } //////////////////////////////// Mul ///////////////////////////////////////////////// typedef ArithmTestBase Mul; OCL_TEST_P(Mul, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::multiply(src1_roi, src2_roi, dst1_roi); cv::ocl::multiply(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(0); } } OCL_TEST_P(Mul, Scalar) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::multiply(Scalar::all(val[0]), src1_roi, dst1_roi); cv::ocl::multiply(val[0], gsrc1_roi, gdst1_roi); Near(gdst1_roi.depth() >= CV_32F ? 1e-3 : 1); } } OCL_TEST_P(Mul, Mat_Scalar) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::multiply(src1_roi, src2_roi, dst1_roi, val[0]); cv::ocl::multiply(gsrc1_roi, gsrc2_roi, gdst1_roi, val[0]); Near(gdst1_roi.depth() >= CV_32F ? 1e-3 : 1); } } //////////////////////////////// Div ///////////////////////////////////////////////// typedef ArithmTestBase Div; OCL_TEST_P(Div, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::divide(src1_roi, src2_roi, dst1_roi); cv::ocl::divide(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(1); } } OCL_TEST_P(Div, Scalar) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::divide(val[0], src1_roi, dst1_roi); cv::ocl::divide(val[0], gsrc1_roi, gdst1_roi); Near(gdst1_roi.depth() >= CV_32F ? 1e-3 : 1); } } OCL_TEST_P(Div, Mat_Scalar) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::divide(src1_roi, src2_roi, dst1_roi, val[0]); cv::ocl::divide(gsrc1_roi, gsrc2_roi, gdst1_roi, val[0]); Near(gdst1_roi.depth() >= CV_32F ? 4e-3 : 1); } } //////////////////////////////// Absdiff ///////////////////////////////////////////////// typedef ArithmTestBase Min; OCL_TEST_P(Min, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); dst1_roi = cv::min(src1_roi, src2_roi); cv::ocl::min(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(0); } } typedef ArithmTestBase Max; OCL_TEST_P(Max, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); dst1_roi = cv::min(src1_roi, src2_roi); cv::ocl::min(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(0); } } //////////////////////////////// Abs ///////////////////////////////////////////////////// typedef ArithmTestBase Abs; OCL_TEST_P(Abs, Abs) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); dst1_roi = cv::abs(src1_roi); cv::ocl::abs(gsrc1_roi, gdst1_roi); Near(0); } } //////////////////////////////// Absdiff ///////////////////////////////////////////////// typedef ArithmTestBase Absdiff; OCL_TEST_P(Absdiff, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::absdiff(src1_roi, src2_roi, dst1_roi); cv::ocl::absdiff(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(0); } } OCL_TEST_P(Absdiff, Scalar) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::absdiff(src1_roi, val, dst1_roi); cv::ocl::absdiff(gsrc1_roi, val, gdst1_roi); Near(1e-5); } } //////////////////////////////// CartToPolar ///////////////////////////////////////////////// typedef ArithmTestBase CartToPolar; OCL_TEST_P(CartToPolar, angleInDegree) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::cartToPolar(src1_roi, src2_roi, dst1_roi, dst2_roi, true); cv::ocl::cartToPolar(gsrc1_roi, gsrc2_roi, gdst1_roi, gdst2_roi, true); Near(.5); Near1(.5); } } OCL_TEST_P(CartToPolar, angleInRadians) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::cartToPolar(src1_roi, src2_roi, dst1_roi, dst2_roi); cv::ocl::cartToPolar(gsrc1_roi, gsrc2_roi, gdst1_roi, gdst2_roi); Near(.5); Near1(.5); } } //////////////////////////////// PolarToCart ///////////////////////////////////////////////// typedef ArithmTestBase PolarToCart; OCL_TEST_P(PolarToCart, angleInDegree) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::polarToCart(src1_roi, src2_roi, dst1_roi, dst2_roi, true); cv::ocl::polarToCart(gsrc1_roi, gsrc2_roi, gdst1_roi, gdst2_roi, true); Near(.5); Near1(.5); } } OCL_TEST_P(PolarToCart, angleInRadians) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::polarToCart(src1_roi, src2_roi, dst1_roi, dst2_roi); cv::ocl::polarToCart(gsrc1_roi, gsrc2_roi, gdst1_roi, gdst2_roi); Near(.5); Near1(.5); } } //////////////////////////////// Magnitude ///////////////////////////////////////////////// typedef ArithmTestBase Magnitude; OCL_TEST_P(Magnitude, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::magnitude(src1_roi, src2_roi, dst1_roi); cv::ocl::magnitude(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(depth == CV_64F ? 1e-5 : 1e-2); } } //////////////////////////////// Transpose ///////////////////////////////////////////////// typedef ArithmTestBase Transpose; OCL_TEST_P(Transpose, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::transpose(src1_roi, dst1_roi); cv::ocl::transpose(gsrc1_roi, gdst1_roi); Near(1e-5); } } OCL_TEST_P(Transpose, SquareInplace) { const int type = CV_MAKE_TYPE(depth, cn); for (int j = 0; j < LOOP_TIMES; j++) { Size roiSize = randomSize(1, MAX_VALUE); roiSize.height = roiSize.width; // make it square Border srcBorder = randomBorder(0, use_roi ? MAX_VALUE : 0); randomSubMat(src1, src1_roi, roiSize, srcBorder, type, 5, 16); generateOclMat(gsrc1_whole, gsrc1_roi, src1, roiSize, srcBorder); cv::transpose(src1_roi, src1_roi); cv::ocl::transpose(gsrc1_roi, gsrc1_roi); EXPECT_MAT_NEAR(src1, Mat(gsrc1_whole), 0.0); EXPECT_MAT_NEAR(src1_roi, Mat(gsrc1_roi), 0.0); } } //////////////////////////////// Flip ///////////////////////////////////////////////// typedef ArithmTestBase Flip; OCL_TEST_P(Flip, X) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::flip(src1_roi, dst1_roi, 0); cv::ocl::flip(gsrc1_roi, gdst1_roi, 0); Near(1e-5); } } OCL_TEST_P(Flip, Y) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::flip(src1_roi, dst1_roi, 1); cv::ocl::flip(gsrc1_roi, gdst1_roi, 1); Near(1e-5); } } OCL_TEST_P(Flip, BOTH) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::flip(src1_roi, dst1_roi, -1); cv::ocl::flip(gsrc1_roi, gdst1_roi, -1); Near(1e-5); } } //////////////////////////////// MinMax ///////////////////////////////////////////////// typedef ArithmTestBase MinMax; OCL_TEST_P(MinMax, MAT) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); double minVal, maxVal; if (src1.depth() != CV_8S) cv::minMaxIdx(src1_roi, &minVal, &maxVal, NULL, NULL); else { minVal = std::numeric_limits::max(); maxVal = -std::numeric_limits::max(); for (int i2 = 0; i2 < src1_roi.rows; ++i2) for (int j2 = 0; j2 < src1_roi.cols; ++j2) { signed char oneVal = src1_roi.at(i2, j2); if (oneVal < minVal) minVal = oneVal; if (oneVal > maxVal) maxVal = oneVal; } } double minVal_, maxVal_; cv::ocl::minMax(gsrc1_roi, &minVal_, &maxVal_); EXPECT_DOUBLE_EQ(minVal_, minVal); EXPECT_DOUBLE_EQ(maxVal_, maxVal); } } OCL_TEST_P(MinMax, MASK) { enum { MAX_IDX = 0, MIN_IDX }; static const double minMaxGolds[2][7] = { { (double)std::numeric_limits::min(), (double)std::numeric_limits::min(), (double)std::numeric_limits::min(), (double)std::numeric_limits::min(), (double)std::numeric_limits::min(), (double)-std::numeric_limits::max(), (double)-std::numeric_limits::max() }, { (double)std::numeric_limits::max(), (double)std::numeric_limits::max(), (double)std::numeric_limits::max(), (double)std::numeric_limits::max(), (double)std::numeric_limits::max(), (double)std::numeric_limits::max(), (double)std::numeric_limits::max() }, }; for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); double minVal, maxVal; cv::Point minLoc, maxLoc; if (src1.depth() != CV_8S) cv::minMaxLoc(src1_roi, &minVal, &maxVal, &minLoc, &maxLoc, mask_roi); else { minVal = std::numeric_limits::max(); maxVal = -std::numeric_limits::max(); for (int i2 = 0; i2 < src1_roi.rows; ++i2) for (int j2 = 0; j2 < src1_roi.cols; ++j2) { signed char oneVal = src1_roi.at(i2, j2); unsigned char m = mask_roi.at(i2, j2); if (oneVal < minVal && m) minVal = oneVal; if (oneVal > maxVal && m) maxVal = oneVal; } } double minVal_, maxVal_; cv::ocl::minMax(gsrc1_roi, &minVal_, &maxVal_, gmask_roi); if (cv::countNonZero(mask_roi) == 0) { EXPECT_DOUBLE_EQ(minMaxGolds[MIN_IDX][depth], minVal_); EXPECT_DOUBLE_EQ(minMaxGolds[MAX_IDX][depth], maxVal_); } else { EXPECT_DOUBLE_EQ(minVal, minVal_); EXPECT_DOUBLE_EQ(maxVal, maxVal_); } } } //////////////////////////////// MinMaxLoc ///////////////////////////////////////////////// typedef ArithmTestBase MinMaxLoc; OCL_TEST_P(MinMaxLoc, MAT) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); double minVal, maxVal; cv::Point minLoc, maxLoc; int oneDepth = src1.depth(); if (oneDepth != CV_8S) cv::minMaxLoc(src1_roi, &minVal, &maxVal, &minLoc, &maxLoc); else { minVal = std::numeric_limits::max(); maxVal = -std::numeric_limits::max(); for (int i2 = 0; i2 < src1_roi.rows; ++i2) for (int j2 = 0; j2 < src1_roi.cols; ++j2) { signed char oneVal = src1_roi.at(i2, j2); if (oneVal < minVal) { minVal = oneVal; minLoc.x = j2; minLoc.y = i2; } if (oneVal > maxVal) { maxVal = oneVal; maxLoc.x = j2; maxLoc.y = i2; } } } double minVal_, maxVal_; cv::Point minLoc_, maxLoc_; cv::ocl::minMaxLoc(gsrc1_roi, &minVal_, &maxVal_, &minLoc_, &maxLoc_, cv::ocl::oclMat()); double error0 = 0., error1 = 0., minlocVal = 0., minlocVal_ = 0., maxlocVal = 0., maxlocVal_ = 0.; if (oneDepth == 0) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = ::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = ::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 1) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = ::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = ::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 2) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = ::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = ::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 3) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = ::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = ::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 4) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = ::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = ::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 5) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = std::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = std::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 6) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = std::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = std::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } EXPECT_DOUBLE_EQ(minVal_, minVal); EXPECT_DOUBLE_EQ(maxVal_, maxVal); EXPECT_DOUBLE_EQ(minlocVal_, minlocVal); EXPECT_DOUBLE_EQ(maxlocVal_, maxlocVal); EXPECT_DOUBLE_EQ(error0, 0.0); EXPECT_DOUBLE_EQ(error1, 0.0); } } OCL_TEST_P(MinMaxLoc, MASK) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); double minVal, maxVal; cv::Point minLoc, maxLoc; int oneDepth = src1.depth(); if (oneDepth != CV_8S) cv::minMaxLoc(src1_roi, &minVal, &maxVal, &minLoc, &maxLoc, mask_roi); else { minVal = std::numeric_limits::max(); maxVal = -std::numeric_limits::max(); for (int i2 = 0; i2 < src1_roi.rows; ++i2) for (int j2 = 0; j2 < src1_roi.cols; ++j2) { signed char oneVal = src1_roi.at(i2, j2); unsigned char m = mask_roi.at(i2 , j2); if (oneVal < minVal && m) { minVal = oneVal; minLoc.x = j2; minLoc.y = i2; } if (oneVal > maxVal && m) { maxVal = oneVal; maxLoc.x = j2; maxLoc.y = i2; } } } double minVal_, maxVal_; cv::Point minLoc_, maxLoc_; cv::ocl::minMaxLoc(gsrc1_roi, &minVal_, &maxVal_, &minLoc_, &maxLoc_, gmask_roi); double error0 = 0., error1 = 0., minlocVal = 0., minlocVal_ = 0., maxlocVal = 0., maxlocVal_ = 0.; if (minLoc_.x == -1 || minLoc_.y == -1 || maxLoc_.x == -1 || maxLoc_.y == -1) continue; if (oneDepth == 0) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = ::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = ::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 1) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = ::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = ::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 2) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = ::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = ::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 3) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = ::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = ::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 4) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = ::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = ::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 5) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = std::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = std::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } if (oneDepth == 6) { minlocVal = src1_roi.at(minLoc); minlocVal_ = src1_roi.at(minLoc_); maxlocVal = src1_roi.at(maxLoc); maxlocVal_ = src1_roi.at(maxLoc_); error0 = std::abs(src1_roi.at(minLoc_) - src1_roi.at(minLoc)); error1 = std::abs(src1_roi.at(maxLoc_) - src1_roi.at(maxLoc)); } EXPECT_DOUBLE_EQ(minVal_, minVal); EXPECT_DOUBLE_EQ(maxVal_, maxVal); EXPECT_DOUBLE_EQ(minlocVal_, minlocVal); EXPECT_DOUBLE_EQ(maxlocVal_, maxlocVal); EXPECT_DOUBLE_EQ(error0, 0.0); EXPECT_DOUBLE_EQ(error1, 0.0); } } //////////////////////////////// Sum ///////////////////////////////////////////////// typedef ArithmTestBase Sum; OCL_TEST_P(Sum, MAT) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); Scalar cpures = cv::sum(src1_roi); Scalar gpures = cv::ocl::sum(gsrc1_roi); // check results EXPECT_NEAR(cpures[0], gpures[0], 0.1); EXPECT_NEAR(cpures[1], gpures[1], 0.1); EXPECT_NEAR(cpures[2], gpures[2], 0.1); EXPECT_NEAR(cpures[3], gpures[3], 0.1); } } typedef ArithmTestBase SqrSum; template static Scalar sqrSum(const Mat & src) { Scalar sum = Scalar::all(0); int cn = src.channels(); WT data[4] = { 0, 0, 0, 0 }; int cols = src.cols * cn; for (int y = 0; y < src.rows; ++y) { const T * const sdata = src.ptr(y); for (int x = 0; x < cols; ) for (int i = 0; i < cn; ++i, ++x) { WT t = static_cast(sdata[x]); data[i] += t * t; } } for (int i = 0; i < cn; ++i) sum[i] = static_cast(data[i]); return sum; } typedef Scalar (*sumFunc)(const Mat &); OCL_TEST_P(SqrSum, MAT) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); static sumFunc funcs[] = { sqrSum, sqrSum, sqrSum, sqrSum, sqrSum, sqrSum, sqrSum, 0 }; sumFunc func = funcs[src1_roi.depth()]; CV_Assert(func != 0); Scalar cpures = func(src1_roi); Scalar gpures = cv::ocl::sqrSum(gsrc1_roi); // check results EXPECT_NEAR(cpures[0], gpures[0], 1.0); EXPECT_NEAR(cpures[1], gpures[1], 1.0); EXPECT_NEAR(cpures[2], gpures[2], 1.0); EXPECT_NEAR(cpures[3], gpures[3], 1.0); } } typedef ArithmTestBase AbsSum; template static Scalar absSum(const Mat & src) { Scalar sum = Scalar::all(0); int cn = src.channels(); WT data[4] = { 0, 0, 0, 0 }; int cols = src.cols * cn; for (int y = 0; y < src.rows; ++y) { const T * const sdata = src.ptr(y); for (int x = 0; x < cols; ) for (int i = 0; i < cn; ++i, ++x) { WT t = static_cast(sdata[x]); data[i] += t >= 0 ? t : -t; } } for (int i = 0; i < cn; ++i) sum[i] = static_cast(data[i]); return sum; } OCL_TEST_P(AbsSum, MAT) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); static sumFunc funcs[] = { absSum, absSum, absSum, absSum, absSum, absSum, absSum, 0 }; sumFunc func = funcs[src1_roi.depth()]; CV_Assert(func != 0); Scalar cpures = func(src1_roi); Scalar gpures = cv::ocl::absSum(gsrc1_roi); // check results EXPECT_NEAR(cpures[0], gpures[0], 0.1); EXPECT_NEAR(cpures[1], gpures[1], 0.1); EXPECT_NEAR(cpures[2], gpures[2], 0.1); EXPECT_NEAR(cpures[3], gpures[3], 0.1); } } //////////////////////////////// CountNonZero ///////////////////////////////////////////////// typedef ArithmTestBase CountNonZero; OCL_TEST_P(CountNonZero, MAT) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); int cpures = cv::countNonZero(src1_roi); int gpures = cv::ocl::countNonZero(gsrc1_roi); EXPECT_EQ(cpures, gpures); } } //////////////////////////////// Phase ///////////////////////////////////////////////// typedef ArithmTestBase Phase; OCL_TEST_P(Phase, angleInDegrees) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::phase(src1_roi, src2_roi, dst1_roi, true); cv::ocl::phase(gsrc1_roi, gsrc2_roi, gdst1_roi, true); Near(1e-2); } } OCL_TEST_P(Phase, angleInRadians) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::phase(src1_roi, src2_roi, dst1_roi); cv::ocl::phase(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(1e-2); } } //////////////////////////////// Bitwise_and ///////////////////////////////////////////////// typedef ArithmTestBase Bitwise_and; OCL_TEST_P(Bitwise_and, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_and(src1_roi, src2_roi, dst1_roi); cv::ocl::bitwise_and(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(0); } } OCL_TEST_P(Bitwise_and, Mat_Mask) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_and(src1_roi, src2_roi, dst1_roi, mask_roi); cv::ocl::bitwise_and(gsrc1_roi, gsrc2_roi, gdst1_roi, gmask_roi); Near(0); } } OCL_TEST_P(Bitwise_and, Scalar) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_and(src1_roi, val, dst1_roi); cv::ocl::bitwise_and(gsrc1_roi, val, gdst1_roi); Near(1e-5); } } OCL_TEST_P(Bitwise_and, Scalar_Mask) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_and(src1_roi, val, dst1_roi, mask_roi); cv::ocl::bitwise_and(gsrc1_roi, val, gdst1_roi, gmask_roi); Near(1e-5); } } //////////////////////////////// Bitwise_or ///////////////////////////////////////////////// typedef ArithmTestBase Bitwise_or; OCL_TEST_P(Bitwise_or, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_or(src1_roi, src2_roi, dst1_roi); cv::ocl::bitwise_or(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(0); } } OCL_TEST_P(Bitwise_or, Mat_Mask) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_or(src1_roi, src2_roi, dst1_roi, mask_roi); cv::ocl::bitwise_or(gsrc1_roi, gsrc2_roi, gdst1_roi, gmask_roi); Near(0); } } OCL_TEST_P(Bitwise_or, Scalar) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_or(src1_roi, val, dst1_roi); cv::ocl::bitwise_or(gsrc1_roi, val, gdst1_roi); Near(1e-5); } } OCL_TEST_P(Bitwise_or, Scalar_Mask) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_or(src1_roi, val, dst1_roi, mask_roi); cv::ocl::bitwise_or(gsrc1_roi, val, gdst1_roi, gmask_roi); Near(1e-5); } } //////////////////////////////// Bitwise_xor ///////////////////////////////////////////////// typedef ArithmTestBase Bitwise_xor; OCL_TEST_P(Bitwise_xor, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_xor(src1_roi, src2_roi, dst1_roi); cv::ocl::bitwise_xor(gsrc1_roi, gsrc2_roi, gdst1_roi); Near(0); } } OCL_TEST_P(Bitwise_xor, Mat_Mask) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_xor(src1_roi, src2_roi, dst1_roi, mask_roi); cv::ocl::bitwise_xor(gsrc1_roi, gsrc2_roi, gdst1_roi, gmask_roi); Near(0); } } OCL_TEST_P(Bitwise_xor, Scalar) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_xor(src1_roi, val, dst1_roi); cv::ocl::bitwise_xor(gsrc1_roi, val, gdst1_roi); Near(1e-5); } } OCL_TEST_P(Bitwise_xor, Scalar_Mask) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_xor(src1_roi, val, dst1_roi, mask_roi); cv::ocl::bitwise_xor(gsrc1_roi, val, gdst1_roi, gmask_roi); Near(1e-5); } } //////////////////////////////// Bitwise_not ///////////////////////////////////////////////// typedef ArithmTestBase Bitwise_not; OCL_TEST_P(Bitwise_not, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::bitwise_not(src1_roi, dst1_roi); cv::ocl::bitwise_not(gsrc1_roi, gdst1_roi); Near(0); } } //////////////////////////////// Compare ///////////////////////////////////////////////// typedef ArithmTestBase Compare; OCL_TEST_P(Compare, Mat) { int cmp_codes[] = { CMP_EQ, CMP_GT, CMP_GE, CMP_LT, CMP_LE, CMP_NE }; int cmp_num = sizeof(cmp_codes) / sizeof(int); for (int i = 0; i < cmp_num; ++i) for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::compare(src1_roi, src2_roi, dst1_roi, cmp_codes[i]); cv::ocl::compare(gsrc1_roi, gsrc2_roi, gdst1_roi, cmp_codes[i]); Near(0); } } //////////////////////////////// Pow ///////////////////////////////////////////////// typedef ArithmTestBase Pow; OCL_TEST_P(Pow, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); double p = 4.5; cv::pow(src1_roi, p, dst1_roi); cv::ocl::pow(gsrc1_roi, p, gdst1_roi); Near(1); } } //////////////////////////////// AddWeighted ///////////////////////////////////////////////// typedef ArithmTestBase AddWeighted; OCL_TEST_P(AddWeighted, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); const double alpha = 2.0, beta = 1.0, gama = 3.0; cv::addWeighted(src1_roi, alpha, src2_roi, beta, gama, dst1_roi); cv::ocl::addWeighted(gsrc1_roi, alpha, gsrc2_roi, beta, gama, gdst1_roi); Near(3e-4); } } //////////////////////////////// setIdentity ///////////////////////////////////////////////// typedef ArithmTestBase SetIdentity; OCL_TEST_P(SetIdentity, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); cv::setIdentity(dst1_roi, val); cv::ocl::setIdentity(gdst1_roi, val); Near(0); } } //////////////////////////////// meanStdDev ///////////////////////////////////////////////// typedef ArithmTestBase MeanStdDev; OCL_TEST_P(MeanStdDev, Mat) { for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); Scalar cpu_mean, cpu_stddev; Scalar gpu_mean, gpu_stddev; cv::meanStdDev(src1_roi, cpu_mean, cpu_stddev); cv::ocl::meanStdDev(gsrc1_roi, gpu_mean, gpu_stddev); for (int i = 0; i < 4; ++i) { EXPECT_NEAR(cpu_mean[i], gpu_mean[i], 0.1); EXPECT_NEAR(cpu_stddev[i], gpu_stddev[i], 0.1); } } } //////////////////////////////// Norm ///////////////////////////////////////////////// typedef ArithmTestBase Norm; OCL_TEST_P(Norm, NORM_INF) { for (int relative = 0; relative < 2; ++relative) for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); int type = NORM_INF; if (relative == 1) type |= NORM_RELATIVE; const double cpuRes = cv::norm(src1_roi, src2_roi, type); const double gpuRes = cv::ocl::norm(gsrc1_roi, gsrc2_roi, type); EXPECT_NEAR(cpuRes, gpuRes, 0.1); } } OCL_TEST_P(Norm, NORM_L1) { for (int relative = 0; relative < 2; ++relative) for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); int type = NORM_L1; if (relative == 1) type |= NORM_RELATIVE; const double cpuRes = cv::norm(src1_roi, src2_roi, type); const double gpuRes = cv::ocl::norm(gsrc1_roi, gsrc2_roi, type); EXPECT_PRED3(relativeError, cpuRes, gpuRes, 1e-6); } } OCL_TEST_P(Norm, NORM_L2) { for (int relative = 0; relative < 2; ++relative) for (int j = 0; j < LOOP_TIMES; j++) { random_roi(); int type = NORM_L2; if (relative == 1) type |= NORM_RELATIVE; const double cpuRes = cv::norm(src1_roi, src2_roi, type); const double gpuRes = cv::ocl::norm(gsrc1_roi, gsrc2_roi, type); EXPECT_PRED3(relativeError, cpuRes, gpuRes, 1e-6); } } //// Repeat struct RepeatTestCase : public ArithmTestBase { int nx, ny; virtual void random_roi() { const int type = CV_MAKE_TYPE(depth, cn); nx = randomInt(1, 4); ny = randomInt(1, 4); Size srcRoiSize = randomSize(1, MAX_VALUE); Border srcBorder = randomBorder(0, use_roi ? MAX_VALUE : 0); randomSubMat(src1, src1_roi, srcRoiSize, srcBorder, type, 2, 11); Size dstRoiSize(srcRoiSize.width * nx, srcRoiSize.height * ny); Border dst1Border = randomBorder(0, use_roi ? MAX_VALUE : 0); randomSubMat(dst1, dst1_roi, dstRoiSize, dst1Border, type, 5, 16); generateOclMat(gsrc1_whole, gsrc1_roi, src1, srcRoiSize, srcBorder); generateOclMat(gdst1_whole, gdst1_roi, dst1, dstRoiSize, dst1Border); } }; typedef RepeatTestCase Repeat; OCL_TEST_P(Repeat, Mat) { for (int i = 0; i < LOOP_TIMES; ++i) { random_roi(); cv::repeat(src1_roi, ny, nx, dst1_roi); cv::ocl::repeat(gsrc1_roi, ny, nx, gdst1_roi); Near(); } } //////////////////////////////////////// Instantiation ///////////////////////////////////////// INSTANTIATE_TEST_CASE_P(Arithm, Lut, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool(), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Exp, Combine(testing::Values(CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Log, Combine(testing::Values(CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Add, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Sub, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Mul, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Div, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Min, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Max, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Abs, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Absdiff, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, CartToPolar, Combine(Values(CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, PolarToCart, Combine(Values(CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Magnitude, Combine(Values(CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Transpose, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Flip, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, MinMax, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(Channels(1)), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, MinMaxLoc, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(Channels(1)), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Sum, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, SqrSum, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, AbsSum, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, CountNonZero, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(Channels(1)), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Phase, Combine(Values(CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_and, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_or, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_xor, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_not, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Compare, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(Channels(1)), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Pow, Combine(Values(CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, AddWeighted, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, SetIdentity, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, MeanStdDev, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Norm, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); INSTANTIATE_TEST_CASE_P(Arithm, Repeat, Combine(Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), Values(1, 2, 3, 4), Bool())); #endif // HAVE_OPENCL