opencv/modules/ocl/test/test_fft.cpp

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//    Peng Xiao, pengxiao@multicorewareinc.com
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#include "test_precomp.hpp"

using namespace std;

////////////////////////////////////////////////////////////////////////////
// Dft

PARAM_TEST_CASE(Dft, cv::Size, int)
{
    cv::Size dft_size;
    int	 dft_flags;
    virtual void SetUp()
    {
        dft_size  = GET_PARAM(0);
        dft_flags = GET_PARAM(1);
    }
};

OCL_TEST_P(Dft, C2C)
{
    cv::Mat a = randomMat(dft_size, CV_32FC2, 0.0, 100.0);
    cv::Mat b_gold;

    cv::ocl::oclMat d_b;

    cv::dft(a, b_gold, dft_flags);
    cv::ocl::dft(cv::ocl::oclMat(a), d_b, a.size(), dft_flags);
    EXPECT_MAT_NEAR(b_gold, cv::Mat(d_b), a.size().area() * 1e-4);
}

OCL_TEST_P(Dft, R2C)
{
    cv::Mat a = randomMat(dft_size, CV_32FC1, 0.0, 100.0);
    cv::Mat b_gold, b_gold_roi;

    cv::ocl::oclMat d_b, d_c;
    cv::ocl::dft(cv::ocl::oclMat(a), d_b, a.size(), dft_flags);
    cv::dft(a, b_gold, cv::DFT_COMPLEX_OUTPUT | dft_flags);

    b_gold_roi = b_gold(cv::Rect(0, 0, d_b.cols, d_b.rows));
    EXPECT_MAT_NEAR(b_gold_roi, cv::Mat(d_b), a.size().area() * 1e-4);

    cv::Mat c_gold;
    cv::dft(b_gold, c_gold, cv::DFT_INVERSE | cv::DFT_REAL_OUTPUT | cv::DFT_SCALE);
    EXPECT_MAT_NEAR(b_gold_roi, cv::Mat(d_b), a.size().area() * 1e-4);
}

OCL_TEST_P(Dft, R2CthenC2R)
{
    cv::Mat a = randomMat(dft_size, CV_32FC1, 0.0, 10.0);

    cv::ocl::oclMat d_b, d_c;
    cv::ocl::dft(cv::ocl::oclMat(a), d_b, a.size(), 0);
    cv::ocl::dft(d_b, d_c, a.size(), cv::DFT_SCALE | cv::DFT_INVERSE | cv::DFT_REAL_OUTPUT);
    EXPECT_MAT_NEAR(a, d_c, a.size().area() * 1e-4);
}

INSTANTIATE_TEST_CASE_P(OCL_ImgProc, Dft, testing::Combine(
                            testing::Values(cv::Size(2, 3), cv::Size(5, 4), cv::Size(25, 20), cv::Size(512, 1), cv::Size(1024, 768)),
                            testing::Values(0, (int)cv::DFT_ROWS, (int)cv::DFT_SCALE) ));