gapi_imgproc_perf_tests_cpu.cpp 7.51 KB
// 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 Intel Corporation


#include "../perf_precomp.hpp"
#include "../common/gapi_imgproc_perf_tests.hpp"
#include <opencv2/gapi/cpu/imgproc.hpp>

#define IMGPROC_CPU cv::gapi::imgproc::cpu::kernels()

namespace opencv_test
{

INSTANTIATE_TEST_CASE_P(SepFilterPerfTestCPU_8U, SepFilterPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_8UC1, CV_8UC3),
        Values(3),
        Values(szVGA, sz720p, sz1080p),
        Values(-1, CV_16S, CV_32F),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(SepFilterPerfTestCPU_other, SepFilterPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_16UC1, CV_16SC1, CV_32FC1),
        Values(3),
        Values(szVGA, sz720p, sz1080p),
        Values(-1, CV_32F),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(Filter2DPerfTestCPU, Filter2DPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
        Values(3, 4, 5, 7),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::BORDER_DEFAULT),
        Values(-1, CV_32F),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(BoxFilterPerfTestCPU, BoxFilterPerfTest,
    Combine(Values(AbsTolerance(0).to_compare_f()),
        Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
        Values(3, 5),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::BORDER_DEFAULT),
        Values(-1, CV_32F),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(BlurPerfTestCPU, BlurPerfTest,
    Combine(Values(AbsTolerance(0).to_compare_f()),
        Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
        Values(3, 5),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::BORDER_DEFAULT),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(GaussianBlurPerfTestCPU, GaussianBlurPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
        Values(3, 5),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(MedianBlurPerfTestCPU, MedianBlurPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
        Values(3, 5),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(ErodePerfTestCPU, ErodePerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
        Values(3, 5),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::MorphShapes::MORPH_RECT,
            cv::MorphShapes::MORPH_CROSS,
            cv::MorphShapes::MORPH_ELLIPSE),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(Erode3x3PerfTestCPU, Erode3x3PerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
        Values(szVGA, sz720p, sz1080p),
        Values(1, 2, 4),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(DilatePerfTestCPU, DilatePerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
        Values(3, 5),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::MorphShapes::MORPH_RECT,
            cv::MorphShapes::MORPH_CROSS,
            cv::MorphShapes::MORPH_ELLIPSE),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(Dilate3x3PerfTestCPU, Dilate3x3PerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
        Values(szVGA, sz720p, sz1080p),
        Values(1, 2, 4),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(SobelPerfTestCPU, SobelPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
        Values(3, 5),
        Values(szVGA, sz720p, sz1080p),
        Values(-1, CV_16S, CV_32F),
        Values(0, 1),
        Values(1, 2),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(SobelPerfTestCPU32F, SobelPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_32FC1),
        Values(3, 5),
        Values(szVGA, sz720p, sz1080p),
        Values(CV_32F),
        Values(0, 1),
        Values(1, 2),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(CannyPerfTestCPU, CannyPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(CV_8UC1, CV_8UC3),
        Values(szVGA, sz720p, sz1080p),
        Values(3.0, 120.0),
        Values(125.0, 240.0),
        Values(3, 5),
        Values(true, false),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(EqHistPerfTestCPU, EqHistPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(RGB2GrayPerfTestCPU, RGB2GrayPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(BGR2GrayPerfTestCPU, BGR2GrayPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(RGB2YUVPerfTestCPU, RGB2YUVPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(YUV2RGBPerfTestCPU, YUV2RGBPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(RGB2LabPerfTestCPU, RGB2LabPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(BGR2LUVPerfTestCPU, BGR2LUVPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(LUV2BGRPerfTestCPU, LUV2BGRPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(BGR2YUVPerfTestCPU, BGR2YUVPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(YUV2BGRPerfTestCPU, YUV2BGRPerfTest,
    Combine(Values(AbsExact().to_compare_f()),
        Values(szVGA, sz720p, sz1080p),
        Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(RGB2HSVPerfTestCPU, RGB2HSVPerfTest,
        Combine(Values(AbsExact().to_compare_f()),
            Values(szVGA, sz720p, sz1080p),
            Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(BayerGR2RGBPerfTestCPU, BayerGR2RGBPerfTest,
        Combine(Values(AbsExact().to_compare_f()),
            Values(szVGA, sz720p, sz1080p),
            Values(cv::compile_args(IMGPROC_CPU))));

INSTANTIATE_TEST_CASE_P(RGB2YUV422PerfTestCPU, RGB2YUV422PerfTest,
        Combine(Values(ToleranceColor(1e-3).to_compare_f()),
            Values(szVGA, sz720p, sz1080p),
            Values(cv::compile_args(IMGPROC_CPU))));
}