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https://github.com/opencv/opencv.git
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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
381 lines
19 KiB
C++
381 lines
19 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) 2018-2020 Intel Corporation
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#include "../test_precomp.hpp"
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#include "../common/gapi_imgproc_tests.hpp"
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#include <opencv2/gapi/cpu/imgproc.hpp>
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namespace
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{
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#define IMGPROC_CPU [] () { return cv::compile_args(cv::gapi::use_only{cv::gapi::imgproc::cpu::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(Filter2DTestCPU, 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_CPU),
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Values(AbsExact().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(BoxFilterTestCPU, 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_CPU),
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Values(AbsTolerance(0).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(SepFilterTestCPU_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_CPU),
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Values(AbsExact().to_compare_obj()),
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Values(3)));
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INSTANTIATE_TEST_CASE_P(SepFilterTestCPU_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_CPU),
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Values(AbsExact().to_compare_obj()),
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Values(3)));
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INSTANTIATE_TEST_CASE_P(BlurTestCPU, 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_CPU),
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Values(AbsTolerance(0.0).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(gaussBlurTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj()),
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Values(3, 5)));
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INSTANTIATE_TEST_CASE_P(MedianBlurTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj()),
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Values(3, 5)));
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INSTANTIATE_TEST_CASE_P(ErodeTestCPU, 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_CPU),
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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(Erode3x3TestCPU, 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_CPU),
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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(DilateTestCPU, 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_CPU),
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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(Dilate3x3TestCPU, 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_CPU),
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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(SobelTestCPU, 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_CPU),
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Values(AbsExact().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(SobelTestCPU32F, 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_CPU),
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Values(AbsExact().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(SobelXYTestCPU, SobelXYTest,
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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_CPU),
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Values(AbsExact().to_compare_obj()),
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Values(3, 5),
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Values(1, 2),
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Values(BORDER_CONSTANT, BORDER_REPLICATE, BORDER_REFLECT),
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Values(0, 1, 255)));
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INSTANTIATE_TEST_CASE_P(SobelXYTestCPU32F, SobelXYTest,
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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_CPU),
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Values(AbsExact().to_compare_obj()),
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Values(3, 5),
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Values(1, 2),
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Values(BORDER_CONSTANT, BORDER_REPLICATE, BORDER_REFLECT),
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Values(0, 1, 255)));
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INSTANTIATE_TEST_CASE_P(LaplacianTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj()),
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Values(1, 3),
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Values(0.2, 1.0),
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Values(BORDER_CONSTANT, BORDER_REPLICATE, BORDER_REFLECT)));
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INSTANTIATE_TEST_CASE_P(BilateralFilterTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj()),
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Values(3, 5),
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Values(20),
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Values(10),
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Values(BORDER_CONSTANT, BORDER_REPLICATE, BORDER_REFLECT)));
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INSTANTIATE_TEST_CASE_P(EqHistTestCPU, 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(CV_8UC1),
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Values(IMGPROC_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(CannyTestCPU, 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_CPU),
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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(GoodFeaturesTestCPU, GoodFeaturesTest,
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Combine(Values(IMGPROC_CPU),
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Values(AbsExactVector<cv::Point2f>().to_compare_obj()),
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Values("cv/shared/fruits.png"),
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Values(CV_32FC1, CV_8UC1),
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Values(50, 100),
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Values(0.01),
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Values(10.0),
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Values(3),
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testing::Bool()));
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INSTANTIATE_TEST_CASE_P(GoodFeaturesInternalTestCPU, GoodFeaturesTest,
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Combine(Values(IMGPROC_CPU),
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Values(AbsExactVector<cv::Point2f>().to_compare_obj()),
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Values("cv/cascadeandhog/images/audrybt1.png"),
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Values(CV_32FC1, CV_8UC1),
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Values(100),
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Values(0.0000001),
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Values(5.0),
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Values(3),
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Values(true)));
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INSTANTIATE_TEST_CASE_P(RGB2GrayTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(BGR2GrayTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(RGB2YUVTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(YUV2RGBTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(NV12toRGBTestCPU, NV12toRGBTest,
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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(CV_8UC3),
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Values(IMGPROC_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(NV12toBGRTestCPU, NV12toBGRTest,
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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(CV_8UC3),
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Values(IMGPROC_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(NV12toGrayTestCPU, NV12toGrayTest,
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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(CV_8UC1),
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Values(IMGPROC_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(NV12toRGBpTestCPU, NV12toRGBpTest,
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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(CV_8UC1),
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Values(IMGPROC_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(NV12toBGRpTestCPU, NV12toBGRpTest,
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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(CV_8UC3),
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Values(IMGPROC_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(RGB2LabTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(BGR2LUVTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(LUV2BGRTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(BGR2YUVTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(YUV2BGRTestCPU, 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_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(RGB2HSVTestCPU, RGB2HSVTest,
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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_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(BayerGR2RGBTestCPU, BayerGR2RGBTest,
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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(CV_8UC3),
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Values(IMGPROC_CPU),
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Values(AbsExact().to_compare_obj())));
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INSTANTIATE_TEST_CASE_P(RGB2YUV422TestCPU, RGB2YUV422Test,
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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_8UC2),
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Values(IMGPROC_CPU),
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Values(AbsTolerance(1).to_compare_obj())));
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} // opencv_test
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