image-match/python/opencv/modules/gapi/test/gpu/gapi_imgproc_tests_gpu.cpp

// This file is part of OpenCV project.
// It is subject to the license terms in the LICENSE file found in the top-level directory
// of this distribution and at http://opencv.org/license.html.
//
// Copyright (C) 2018-2019 Intel Corporation


#include "../test_precomp.hpp"

#include "../common/gapi_imgproc_tests.hpp"

namespace
{
#define IMGPROC_GPU [] () { return cv::compile_args(cv::gapi::use_only{cv::gapi::imgproc::gpu::kernels()}); }
    const std::vector <cv::Size> in_sizes{ cv::Size(1280, 720), cv::Size(128, 128) };
}  // anonymous namespace

namespace opencv_test
{

INSTANTIATE_TEST_CASE_P(ResizeTestGPU, ResizeTest,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
                                ValuesIn(in_sizes),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(AbsSimilarPoints(2, 0.05).to_compare_obj()),
                                Values(cv::INTER_NEAREST, cv::INTER_LINEAR, cv::INTER_AREA),
                                Values(cv::Size(64,64),
                                       cv::Size(30,30))));

INSTANTIATE_TEST_CASE_P(ResizeTestGPU, ResizeTestFxFy,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
                                ValuesIn(in_sizes),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(AbsSimilarPoints(2, 0.05).to_compare_obj()),
                                Values(cv::INTER_NEAREST, cv::INTER_LINEAR, cv::INTER_AREA),
                                Values(0.5, 0.1),
                                Values(0.5, 0.1)));

INSTANTIATE_TEST_CASE_P(Filter2DTestGPU, Filter2DTest,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
                                ValuesIn(in_sizes),
                                Values(-1, CV_32F),
                                Values(IMGPROC_GPU),
                                Values(Tolerance_FloatRel_IntAbs(1e-5, 2).to_compare_obj()),
                                Values(cv::Size(3, 3),
                                       cv::Size(4, 4),
                                       cv::Size(5, 5),
                                       cv::Size(7, 7)),
                                Values(cv::BORDER_DEFAULT)));

INSTANTIATE_TEST_CASE_P(BoxFilterTestGPU, BoxFilterTest,
                        Combine(Values(/*CV_8UC1,*/ CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1, CV_32F),
                                Values(IMGPROC_GPU),
                                Values(Tolerance_FloatRel_IntAbs(1e-5, 2).to_compare_obj()),
                                Values(3,5),
                                Values(cv::BORDER_DEFAULT)));  //TODO: 8UC1 doesn't work


INSTANTIATE_TEST_CASE_P(SepFilterTestGPU_8U, SepFilterTest,
                        Combine(Values(CV_8UC1, CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(-1, CV_16S, CV_32F),
                                Values(IMGPROC_GPU),
                                Values(ToleranceFilter(1e-4f, 0.01).to_compare_obj()),
                                Values(3)));

INSTANTIATE_TEST_CASE_P(SepFilterTestGPU_other, SepFilterTest,
                        Combine(Values(CV_16UC1, CV_16SC1, CV_32FC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1, CV_32F),
                                Values(IMGPROC_GPU),
                                Values(ToleranceFilter(1e-4f, 0.01).to_compare_obj()),
                                Values(3)));

INSTANTIATE_TEST_CASE_P(BlurTestGPU, BlurTest,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(Tolerance_FloatRel_IntAbs(1e-4, 2).to_compare_obj()),
                                Values(3,5),
                                Values(cv::BORDER_DEFAULT)));

INSTANTIATE_TEST_CASE_P(gaussBlurTestGPU, GaussianBlurTest,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(ToleranceFilter(1e-5f, 0.01).to_compare_obj()),
                                Values(3)));  // FIXIT 5

INSTANTIATE_TEST_CASE_P(MedianBlurTestGPU, MedianBlurTest,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(AbsExact().to_compare_obj()),
                                Values(3, 5)));

INSTANTIATE_TEST_CASE_P(ErodeTestGPU, ErodeTest,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(AbsExact().to_compare_obj()),
                                Values(3, 5),
                                Values(cv::MorphShapes::MORPH_RECT,
                                       cv::MorphShapes::MORPH_CROSS,
                                       cv::MorphShapes::MORPH_ELLIPSE)));

INSTANTIATE_TEST_CASE_P(Erode3x3TestGPU, Erode3x3Test,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(AbsExact().to_compare_obj()),
                                Values(1,2,4)));

INSTANTIATE_TEST_CASE_P(DilateTestGPU, DilateTest,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(AbsExact().to_compare_obj()),
                                Values(3, 5),
                                Values(cv::MorphShapes::MORPH_RECT,
                                       cv::MorphShapes::MORPH_CROSS,
                                       cv::MorphShapes::MORPH_ELLIPSE)));

INSTANTIATE_TEST_CASE_P(Dilate3x3TestGPU, Dilate3x3Test,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(AbsExact().to_compare_obj()),
                                Values(1,2,4)));

INSTANTIATE_TEST_CASE_P(SobelTestGPU, SobelTest,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1, CV_16S, CV_32F),
                                Values(IMGPROC_GPU),
                                Values(Tolerance_FloatRel_IntAbs(1e-4, 2).to_compare_obj()),
                                Values(3, 5),
                                Values(0, 1),
                                Values(1, 2)));

INSTANTIATE_TEST_CASE_P(SobelTestGPU32F, SobelTest,
                        Combine(Values(CV_32FC1),
                                Values(cv::Size(1280, 720)),
                                Values(CV_32F),
                                Values(IMGPROC_GPU),
                                Values(Tolerance_FloatRel_IntAbs(1e-4, 2).to_compare_obj()),
                                Values(3, 5),
                                Values(0, 1),
                                Values(1, 2)));

INSTANTIATE_TEST_CASE_P(LaplacianTestGPU, LaplacianTest,
                        Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(Tolerance_FloatRel_IntAbs(1e-4, 2).to_compare_obj()),
                                Values(5),
                                Values(3.0),
                                Values(BORDER_DEFAULT)));

INSTANTIATE_TEST_CASE_P(BilateralFilterTestGPU, BilateralFilterTest,
                        Combine(Values(CV_32FC1, CV_32FC3, CV_8UC1, CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(Tolerance_FloatRel_IntAbs(1e-4, 2).to_compare_obj()),
                                Values(9),
                                Values(100),
                                Values(40),
                                Values(BORDER_DEFAULT)));

INSTANTIATE_TEST_CASE_P(EqHistTestGPU, EqHistTest,
                        Combine(Values(CV_8UC1),
                                Values(cv::Size(1280, 720)),
                                Values(-1),
                                Values(IMGPROC_GPU),
                                Values(AbsExact().to_compare_obj())));  // FIXIT Non reliable check

INSTANTIATE_TEST_CASE_P(CannyTestGPU, CannyTest,
                        Combine(Values(CV_8UC1, CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(CV_8UC1),
                                Values(IMGPROC_GPU),
                                Values(AbsSimilarPoints(0, 0.05).to_compare_obj()),
                                Values(3.0, 120.0),
                                Values(125.0, 240.0),
                                Values(3, 5),
                                testing::Bool()));

INSTANTIATE_TEST_CASE_P(RGB2GrayTestGPU, RGB2GrayTest,
                        Combine(Values(CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(CV_8UC1),
                                Values(IMGPROC_GPU),
                                Values(ToleranceColor(1e-3).to_compare_obj())));

INSTANTIATE_TEST_CASE_P(BGR2GrayTestGPU, BGR2GrayTest,
                        Combine(Values(CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(CV_8UC1),
                                Values(IMGPROC_GPU),
                                Values(ToleranceColor(1e-3).to_compare_obj())));

INSTANTIATE_TEST_CASE_P(RGB2YUVTestGPU, RGB2YUVTest,
                        Combine(Values(CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(CV_8UC3),
                                Values(IMGPROC_GPU),
                                Values(ToleranceColor(1e-3).to_compare_obj())));

INSTANTIATE_TEST_CASE_P(YUV2RGBTestGPU, YUV2RGBTest,
                        Combine(Values(CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(CV_8UC3),
                                Values(IMGPROC_GPU),
                                Values(ToleranceColor(1e-3).to_compare_obj())));

INSTANTIATE_TEST_CASE_P(RGB2LabTestGPU, RGB2LabTest,
                        Combine(Values(CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(CV_8UC3),
                                Values(IMGPROC_GPU),
                                Values(AbsSimilarPoints(1, 0.05).to_compare_obj())));

INSTANTIATE_TEST_CASE_P(BGR2LUVTestGPU, BGR2LUVTest,
                        Combine(Values(CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(CV_8UC3),
                                Values(IMGPROC_GPU),
                                Values(ToleranceColor(5e-3, 6).to_compare_obj())));

INSTANTIATE_TEST_CASE_P(LUV2BGRTestGPU, LUV2BGRTest,
                        Combine(Values(CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(CV_8UC3),
                                Values(IMGPROC_GPU),
                                Values(ToleranceColor(1e-3).to_compare_obj())));

INSTANTIATE_TEST_CASE_P(BGR2YUVTestGPU, BGR2YUVTest,
                        Combine(Values(CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(CV_8UC3),
                                Values(IMGPROC_GPU),
                                Values(ToleranceColor(1e-3).to_compare_obj())));

INSTANTIATE_TEST_CASE_P(YUV2BGRTestGPU, YUV2BGRTest,
                        Combine(Values(CV_8UC3),
                                Values(cv::Size(1280, 720)),
                                Values(CV_8UC3),
                                Values(IMGPROC_GPU),
                                Values(ToleranceColor(1e-3).to_compare_obj())));

} // opencv_test