OpenCV/opencv/modules/imgproc/test/ocl/test_accumulate.cpp

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#include "../test_precomp.hpp"
#include "opencv2/ts/ocl_test.hpp"

#ifdef HAVE_OPENCL

namespace opencv_test {
namespace ocl {

PARAM_TEST_CASE(AccumulateBase, std::pair<MatDepth, MatDepth>, Channels, bool)
{
    int sdepth, ddepth, channels;
    bool useRoi;
    double alpha;

    TEST_DECLARE_INPUT_PARAMETER(src);
    TEST_DECLARE_INPUT_PARAMETER(mask);
    TEST_DECLARE_INPUT_PARAMETER(src2);
    TEST_DECLARE_OUTPUT_PARAMETER(dst);

    virtual void SetUp()
    {
        const std::pair<MatDepth, MatDepth> depths = GET_PARAM(0);
        sdepth = depths.first, ddepth = depths.second;
        channels = GET_PARAM(1);
        useRoi = GET_PARAM(2);
    }

    void random_roi()
    {
        const int stype = CV_MAKE_TYPE(sdepth, channels),
                dtype = CV_MAKE_TYPE(ddepth, channels);

        Size roiSize = randomSize(1, 10);
        Border srcBorder = randomBorder(0, useRoi ? MAX_VALUE : 0);
        randomSubMat(src, src_roi, roiSize, srcBorder, stype, -MAX_VALUE, MAX_VALUE);

        Border maskBorder = randomBorder(0, useRoi ? MAX_VALUE : 0);
        randomSubMat(mask, mask_roi, roiSize, maskBorder, CV_8UC1, -MAX_VALUE, MAX_VALUE);
        cvtest::threshold(mask, mask, 80, 255, THRESH_BINARY);

        Border src2Border = randomBorder(0, useRoi ? MAX_VALUE : 0);
        randomSubMat(src2, src2_roi, roiSize, src2Border, stype, -MAX_VALUE, MAX_VALUE);

        Border dstBorder = randomBorder(0, useRoi ? MAX_VALUE : 0);
        randomSubMat(dst, dst_roi, roiSize, dstBorder, dtype, -MAX_VALUE, MAX_VALUE);

        UMAT_UPLOAD_INPUT_PARAMETER(src);
        UMAT_UPLOAD_INPUT_PARAMETER(mask);
        UMAT_UPLOAD_INPUT_PARAMETER(src2);
        UMAT_UPLOAD_OUTPUT_PARAMETER(dst);

        alpha = randomDouble(-5, 5);
    }
};

/////////////////////////////////// Accumulate ///////////////////////////////////

typedef AccumulateBase Accumulate;

OCL_TEST_P(Accumulate, Mat)
{
    for (int i = 0; i < test_loop_times; ++i)
    {
        random_roi();

        OCL_OFF(cv::accumulate(src_roi, dst_roi));
        OCL_ON(cv::accumulate(usrc_roi, udst_roi));

        OCL_EXPECT_MATS_NEAR(dst, 1e-6);
    }
}

OCL_TEST_P(Accumulate, Mask)
{
    for (int i = 0; i < test_loop_times; ++i)
    {
        random_roi();

        OCL_OFF(cv::accumulate(src_roi, dst_roi, mask_roi));
        OCL_ON(cv::accumulate(usrc_roi, udst_roi, umask_roi));

        OCL_EXPECT_MATS_NEAR(dst, 1e-6);
    }
}

/////////////////////////////////// AccumulateSquare ///////////////////////////////////

typedef AccumulateBase AccumulateSquare;

OCL_TEST_P(AccumulateSquare, Mat)
{
    for (int i = 0; i < test_loop_times; ++i)
    {
        random_roi();

        OCL_OFF(cv::accumulateSquare(src_roi, dst_roi));
        OCL_ON(cv::accumulateSquare(usrc_roi, udst_roi));

        OCL_EXPECT_MATS_NEAR(dst, 1e-2);
    }
}

OCL_TEST_P(AccumulateSquare, Mask)
{
    for (int i = 0; i < test_loop_times; ++i)
    {
        random_roi();

        OCL_OFF(cv::accumulateSquare(src_roi, dst_roi, mask_roi));
        OCL_ON(cv::accumulateSquare(usrc_roi, udst_roi, umask_roi));

        OCL_EXPECT_MATS_NEAR(dst, 1e-2);
    }
}

/////////////////////////////////// AccumulateProduct ///////////////////////////////////

typedef AccumulateBase AccumulateProduct;

OCL_TEST_P(AccumulateProduct, Mat)
{
    for (int i = 0; i < test_loop_times; ++i)
    {
        random_roi();

        OCL_OFF(cv::accumulateProduct(src_roi, src2_roi, dst_roi));
        OCL_ON(cv::accumulateProduct(usrc_roi, usrc2_roi, udst_roi));

        OCL_EXPECT_MATS_NEAR(dst, 1e-2);
    }
}

OCL_TEST_P(AccumulateProduct, Mask)
{
    for (int i = 0; i < test_loop_times; ++i)
    {
        random_roi();

        OCL_OFF(cv::accumulateProduct(src_roi, src2_roi, dst_roi, mask_roi));
        OCL_ON(cv::accumulateProduct(usrc_roi, usrc2_roi, udst_roi, umask_roi));

        OCL_EXPECT_MATS_NEAR(dst, 1e-2);
    }
}

/////////////////////////////////// AccumulateWeighted ///////////////////////////////////

typedef AccumulateBase AccumulateWeighted;

OCL_TEST_P(AccumulateWeighted, Mat)
{
    for (int i = 0; i < test_loop_times; ++i)
    {
        random_roi();

        OCL_OFF(cv::accumulateWeighted(src_roi, dst_roi, alpha));
        OCL_ON(cv::accumulateWeighted(usrc_roi, udst_roi, alpha));

        OCL_EXPECT_MATS_NEAR(dst, 1e-2);
    }
}

OCL_TEST_P(AccumulateWeighted, Mask)
{
    for (int i = 0; i < test_loop_times; ++i)
    {
        random_roi();

        OCL_OFF(cv::accumulateWeighted(src_roi, dst_roi, alpha));
        OCL_ON(cv::accumulateWeighted(usrc_roi, udst_roi, alpha));

        OCL_EXPECT_MATS_NEAR(dst, 1e-2);
    }
}

/////////////////////////////////// Instantiation ///////////////////////////////////

#define OCL_DEPTH_ALL_COMBINATIONS \
    testing::Values(std::make_pair<MatDepth, MatDepth>(CV_8U, CV_32F), \
    std::make_pair<MatDepth, MatDepth>(CV_16U, CV_32F), \
    std::make_pair<MatDepth, MatDepth>(CV_32F, CV_32F), \
    std::make_pair<MatDepth, MatDepth>(CV_8U, CV_64F), \
    std::make_pair<MatDepth, MatDepth>(CV_16U, CV_64F), \
    std::make_pair<MatDepth, MatDepth>(CV_32F, CV_64F), \
    std::make_pair<MatDepth, MatDepth>(CV_64F, CV_64F))

OCL_INSTANTIATE_TEST_CASE_P(ImgProc, Accumulate, Combine(OCL_DEPTH_ALL_COMBINATIONS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(ImgProc, AccumulateSquare, Combine(OCL_DEPTH_ALL_COMBINATIONS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(ImgProc, AccumulateProduct, Combine(OCL_DEPTH_ALL_COMBINATIONS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(ImgProc, AccumulateWeighted, Combine(OCL_DEPTH_ALL_COMBINATIONS, OCL_ALL_CHANNELS, Bool()));

} } // namespace opencv_test::ocl

#endif