opencv/modules/cudastereo/test/test_stereo.cpp

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#include "test_precomp.hpp"

#ifdef HAVE_CUDA

using namespace cvtest;

//////////////////////////////////////////////////////////////////////////
// StereoBM

struct StereoBM : testing::TestWithParam<cv::cuda::DeviceInfo>
{
    cv::cuda::DeviceInfo devInfo;

    virtual void SetUp()
    {
        devInfo = GetParam();

        cv::cuda::setDevice(devInfo.deviceID());
    }
};

CUDA_TEST_P(StereoBM, Regression)
{
    cv::Mat left_image  = readImage("stereobm/aloe-L.png", cv::IMREAD_GRAYSCALE);
    cv::Mat right_image = readImage("stereobm/aloe-R.png", cv::IMREAD_GRAYSCALE);
    cv::Mat disp_gold   = readImage("stereobm/aloe-disp.png", cv::IMREAD_GRAYSCALE);

    ASSERT_FALSE(left_image.empty());
    ASSERT_FALSE(right_image.empty());
    ASSERT_FALSE(disp_gold.empty());

    cv::Ptr<cv::StereoBM> bm = cv::cuda::createStereoBM(128, 19);
    cv::cuda::GpuMat disp;

    bm->compute(loadMat(left_image), loadMat(right_image), disp);

    EXPECT_MAT_NEAR(disp_gold, disp, 0.0);
}

INSTANTIATE_TEST_CASE_P(CUDA_Stereo, StereoBM, ALL_DEVICES);

//////////////////////////////////////////////////////////////////////////
// StereoBeliefPropagation

struct StereoBeliefPropagation : testing::TestWithParam<cv::cuda::DeviceInfo>
{
    cv::cuda::DeviceInfo devInfo;

    virtual void SetUp()
    {
        devInfo = GetParam();

        cv::cuda::setDevice(devInfo.deviceID());
    }
};

CUDA_TEST_P(StereoBeliefPropagation, Regression)
{
    cv::Mat left_image  = readImage("stereobp/aloe-L.png");
    cv::Mat right_image = readImage("stereobp/aloe-R.png");
    cv::Mat disp_gold   = readImage("stereobp/aloe-disp.png", cv::IMREAD_GRAYSCALE);

    ASSERT_FALSE(left_image.empty());
    ASSERT_FALSE(right_image.empty());
    ASSERT_FALSE(disp_gold.empty());

    cv::Ptr<cv::cuda::StereoBeliefPropagation> bp = cv::cuda::createStereoBeliefPropagation(64, 8, 2, CV_16S);
    bp->setMaxDataTerm(25.0);
    bp->setDataWeight(0.1);
    bp->setMaxDiscTerm(15.0);
    bp->setDiscSingleJump(1.0);

    cv::cuda::GpuMat disp;

    bp->compute(loadMat(left_image), loadMat(right_image), disp);

    cv::Mat h_disp(disp);
    h_disp.convertTo(h_disp, disp_gold.depth());

    EXPECT_MAT_NEAR(disp_gold, h_disp, 0.0);
}

INSTANTIATE_TEST_CASE_P(CUDA_Stereo, StereoBeliefPropagation, ALL_DEVICES);

//////////////////////////////////////////////////////////////////////////
// StereoConstantSpaceBP

struct StereoConstantSpaceBP : testing::TestWithParam<cv::cuda::DeviceInfo>
{
    cv::cuda::DeviceInfo devInfo;

    virtual void SetUp()
    {
        devInfo = GetParam();

        cv::cuda::setDevice(devInfo.deviceID());
    }
};

CUDA_TEST_P(StereoConstantSpaceBP, Regression)
{
    cv::Mat left_image  = readImage("csstereobp/aloe-L.png");
    cv::Mat right_image = readImage("csstereobp/aloe-R.png");

    cv::Mat disp_gold;

    if (supportFeature(devInfo, cv::cuda::FEATURE_SET_COMPUTE_20))
        disp_gold = readImage("csstereobp/aloe-disp.png", cv::IMREAD_GRAYSCALE);
    else
        disp_gold = readImage("csstereobp/aloe-disp_CC1X.png", cv::IMREAD_GRAYSCALE);

    ASSERT_FALSE(left_image.empty());
    ASSERT_FALSE(right_image.empty());
    ASSERT_FALSE(disp_gold.empty());

    cv::Ptr<cv::cuda::StereoConstantSpaceBP> csbp = cv::cuda::createStereoConstantSpaceBP(128, 16, 4, 4);
    cv::cuda::GpuMat disp;

    csbp->compute(loadMat(left_image), loadMat(right_image), disp);

    cv::Mat h_disp(disp);
    h_disp.convertTo(h_disp, disp_gold.depth());

    EXPECT_MAT_SIMILAR(disp_gold, h_disp, 1e-4);
}

INSTANTIATE_TEST_CASE_P(CUDA_Stereo, StereoConstantSpaceBP, ALL_DEVICES);

////////////////////////////////////////////////////////////////////////////////
// reprojectImageTo3D

PARAM_TEST_CASE(ReprojectImageTo3D, cv::cuda::DeviceInfo, cv::Size, MatDepth, UseRoi)
{
    cv::cuda::DeviceInfo devInfo;
    cv::Size size;
    int depth;
    bool useRoi;

    virtual void SetUp()
    {
        devInfo = GET_PARAM(0);
        size = GET_PARAM(1);
        depth = GET_PARAM(2);
        useRoi = GET_PARAM(3);

        cv::cuda::setDevice(devInfo.deviceID());
    }
};

CUDA_TEST_P(ReprojectImageTo3D, Accuracy)
{
    cv::Mat disp = randomMat(size, depth, 5.0, 30.0);
    cv::Mat Q = randomMat(cv::Size(4, 4), CV_32FC1, 0.1, 1.0);

    cv::cuda::GpuMat dst;
    cv::cuda::reprojectImageTo3D(loadMat(disp, useRoi), dst, Q, 3);

    cv::Mat dst_gold;
    cv::reprojectImageTo3D(disp, dst_gold, Q, false);

    EXPECT_MAT_NEAR(dst_gold, dst, 1e-5);
}

INSTANTIATE_TEST_CASE_P(CUDA_Stereo, ReprojectImageTo3D, testing::Combine(
    ALL_DEVICES,
    DIFFERENT_SIZES,
    testing::Values(MatDepth(CV_8U), MatDepth(CV_16S)),
    WHOLE_SUBMAT));

#endif // HAVE_CUDA