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51a42c0647
G-API: Laplacian and bilateralFilter standard kernels * Added Laplacian kernel and tests * Added: Laplacian kernel, Bilateral kernel (CPU, GPU); Performance and accuracy tests for this kernels * Changed tolerance for GPU test * boner * Some changes with alignment; Tests's parameters are the same as for OCV * Cut tests * Compressed tests * Minor changes (rsrt bb) * Returned types
271 lines
14 KiB
C++
271 lines
14 KiB
C++
// This file is part of OpenCV project.
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// It is subject to the license terms in the LICENSE file found in the top-level directory
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// of this distribution and at http://opencv.org/license.html.
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//
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// Copyright (C) 2018-2019 Intel Corporation
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#include "../test_precomp.hpp"
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#include "../common/gapi_imgproc_tests.hpp"
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namespace
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{
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#define IMGPROC_GPU [] () { return cv::compile_args(cv::gapi::use_only{cv::gapi::imgproc::gpu::kernels()}); }
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} // anonymous namespace
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namespace opencv_test
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{
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INSTANTIATE_TEST_CASE_P(Filter2DTestGPU, Filter2DTest,
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Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480),
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cv::Size(128, 128)),
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Values(-1, CV_32F),
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Values(IMGPROC_GPU),
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Values(Tolerance_FloatRel_IntAbs(1e-5, 2).to_compare_obj()),
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Values(cv::Size(3, 3),
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cv::Size(4, 4),
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cv::Size(5, 5),
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cv::Size(7, 7)),
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Values(cv::BORDER_DEFAULT)));
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INSTANTIATE_TEST_CASE_P(BoxFilterTestGPU, BoxFilterTest,
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Combine(Values(/*CV_8UC1,*/ CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1, CV_32F),
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Values(IMGPROC_GPU),
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Values(Tolerance_FloatRel_IntAbs(1e-5, 2).to_compare_obj()),
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Values(3,5),
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Values(cv::BORDER_DEFAULT))); //TODO: 8UC1 doesn't work
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INSTANTIATE_TEST_CASE_P(SepFilterTestGPU_8U, SepFilterTest,
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Combine(Values(CV_8UC1, CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1, CV_16S, CV_32F),
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Values(IMGPROC_GPU),
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Values(ToleranceFilter(1e-4f, 0.01).to_compare_obj()),
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Values(3)));
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INSTANTIATE_TEST_CASE_P(SepFilterTestGPU_other, SepFilterTest,
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Combine(Values(CV_16UC1, CV_16SC1, CV_32FC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1, CV_32F),
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Values(IMGPROC_GPU),
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Values(ToleranceFilter(1e-4f, 0.01).to_compare_obj()),
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Values(3)));
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INSTANTIATE_TEST_CASE_P(BlurTestGPU, BlurTest,
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Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1),
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Values(IMGPROC_GPU),
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Values(Tolerance_FloatRel_IntAbs(1e-4, 2).to_compare_obj()),
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Values(3,5),
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Values(cv::BORDER_DEFAULT)));
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INSTANTIATE_TEST_CASE_P(gaussBlurTestGPU, GaussianBlurTest,
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Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1),
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Values(IMGPROC_GPU),
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Values(ToleranceFilter(1e-5f, 0.01).to_compare_obj()),
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Values(3))); // FIXIT 5
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INSTANTIATE_TEST_CASE_P(MedianBlurTestGPU, MedianBlurTest,
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Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1),
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Values(IMGPROC_GPU),
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Values(AbsExact().to_compare_obj()),
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Values(3, 5)));
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INSTANTIATE_TEST_CASE_P(ErodeTestGPU, ErodeTest,
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Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1),
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Values(IMGPROC_GPU),
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Values(AbsExact().to_compare_obj()),
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Values(3, 5),
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Values(cv::MorphShapes::MORPH_RECT,
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cv::MorphShapes::MORPH_CROSS,
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cv::MorphShapes::MORPH_ELLIPSE)));
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INSTANTIATE_TEST_CASE_P(Erode3x3TestGPU, Erode3x3Test,
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Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1),
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Values(IMGPROC_GPU),
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Values(AbsExact().to_compare_obj()),
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Values(1,2,4)));
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INSTANTIATE_TEST_CASE_P(DilateTestGPU, DilateTest,
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Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1),
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Values(IMGPROC_GPU),
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Values(AbsExact().to_compare_obj()),
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Values(3, 5),
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Values(cv::MorphShapes::MORPH_RECT,
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cv::MorphShapes::MORPH_CROSS,
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cv::MorphShapes::MORPH_ELLIPSE)));
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INSTANTIATE_TEST_CASE_P(Dilate3x3TestGPU, Dilate3x3Test,
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Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1),
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Values(IMGPROC_GPU),
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Values(AbsExact().to_compare_obj()),
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Values(1,2,4)));
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INSTANTIATE_TEST_CASE_P(SobelTestGPU, SobelTest,
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Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1, CV_16S, CV_32F),
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Values(IMGPROC_GPU),
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Values(Tolerance_FloatRel_IntAbs(1e-4, 2).to_compare_obj()),
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Values(3, 5),
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Values(0, 1),
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Values(1, 2)));
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INSTANTIATE_TEST_CASE_P(SobelTestGPU32F, SobelTest,
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Combine(Values(CV_32FC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_32F),
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Values(IMGPROC_GPU),
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Values(Tolerance_FloatRel_IntAbs(1e-4, 2).to_compare_obj()),
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Values(3, 5),
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Values(0, 1),
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Values(1, 2)));
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INSTANTIATE_TEST_CASE_P(LaplacianTestGPU, LaplacianTest,
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Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1),
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Values(IMGPROC_GPU),
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Values(Tolerance_FloatRel_IntAbs(1e-4, 2).to_compare_obj()),
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Values(5),
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Values(3.0),
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Values(BORDER_DEFAULT)));
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INSTANTIATE_TEST_CASE_P(BilateralFilterTestGPU, BilateralFilterTest,
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Combine(Values(CV_32FC1, CV_32FC3, CV_8UC1, CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1),
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Values(IMGPROC_GPU),
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Values(Tolerance_FloatRel_IntAbs(1e-4, 2).to_compare_obj()),
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Values(9),
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Values(100),
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Values(40),
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Values(BORDER_DEFAULT)));
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INSTANTIATE_TEST_CASE_P(EqHistTestGPU, EqHistTest,
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Combine(Values(CV_8UC1),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1),
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Values(IMGPROC_GPU),
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Values(AbsExact().to_compare_obj()))); // FIXIT Non reliable check
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INSTANTIATE_TEST_CASE_P(CannyTestGPU, CannyTest,
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Combine(Values(CV_8UC1, CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_8UC1),
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Values(IMGPROC_GPU),
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Values(AbsSimilarPoints(0, 0.05).to_compare_obj()),
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Values(3.0, 120.0),
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Values(125.0, 240.0),
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Values(3, 5),
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testing::Bool()));
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INSTANTIATE_TEST_CASE_P(RGB2GrayTestGPU, RGB2GrayTest,
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Combine(Values(CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_8UC1),
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Values(IMGPROC_GPU),
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Values(ToleranceColor(1e-3).to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(BGR2GrayTestGPU, BGR2GrayTest,
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Combine(Values(CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_8UC1),
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Values(IMGPROC_GPU),
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Values(ToleranceColor(1e-3).to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(RGB2YUVTestGPU, RGB2YUVTest,
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Combine(Values(CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_8UC3),
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Values(IMGPROC_GPU),
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Values(ToleranceColor(1e-3).to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(YUV2RGBTestGPU, YUV2RGBTest,
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Combine(Values(CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_8UC3),
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Values(IMGPROC_GPU),
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Values(ToleranceColor(1e-3).to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(RGB2LabTestGPU, RGB2LabTest,
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Combine(Values(CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_8UC3),
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Values(IMGPROC_GPU),
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Values(AbsSimilarPoints(1, 0.05).to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(BGR2LUVTestGPU, BGR2LUVTest,
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Combine(Values(CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_8UC3),
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Values(IMGPROC_GPU),
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Values(ToleranceColor(5e-3, 6).to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(LUV2BGRTestGPU, LUV2BGRTest,
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Combine(Values(CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_8UC3),
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Values(IMGPROC_GPU),
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Values(ToleranceColor(1e-3).to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(BGR2YUVTestGPU, BGR2YUVTest,
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Combine(Values(CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_8UC3),
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Values(IMGPROC_GPU),
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Values(ToleranceColor(1e-3).to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(YUV2BGRTestGPU, YUV2BGRTest,
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Combine(Values(CV_8UC3),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_8UC3),
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Values(IMGPROC_GPU),
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Values(ToleranceColor(1e-3).to_compare_obj())));
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} // opencv_test
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