opencv/modules/gpu/perf/perf_video.cpp

#include "perf_precomp.hpp"

#ifdef HAVE_CUDA

//////////////////////////////////////////////////////
// BroxOpticalFlow

GPU_PERF_TEST_1(BroxOpticalFlow, cv::gpu::DeviceInfo)
{
    cv::gpu::DeviceInfo devInfo = GetParam();

    cv::gpu::setDevice(devInfo.deviceID());

    cv::Mat frame0_host = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE);
    cv::Mat frame1_host = readImage("gpu/perf/aloeR.jpg", cv::IMREAD_GRAYSCALE);

    ASSERT_FALSE(frame0_host.empty());
    ASSERT_FALSE(frame1_host.empty());

    frame0_host.convertTo(frame0_host, CV_32FC1, 1.0 / 255.0);
    frame1_host.convertTo(frame1_host, CV_32FC1, 1.0 / 255.0);

    cv::gpu::GpuMat frame0(frame0_host);
    cv::gpu::GpuMat frame1(frame1_host);
    cv::gpu::GpuMat u; 
    cv::gpu::GpuMat v;

    cv::gpu::BroxOpticalFlow d_flow(0.197f /*alpha*/, 50.0f /*gamma*/, 0.8f /*scale_factor*/, 
                                    10 /*inner_iterations*/, 77 /*outer_iterations*/, 10 /*solver_iterations*/);

    declare.time(10);

    TEST_CYCLE()
    {
        d_flow(frame0, frame1, u, v);
    }
}

INSTANTIATE_TEST_CASE_P(Video, BroxOpticalFlow, ALL_DEVICES);

//////////////////////////////////////////////////////
// InterpolateFrames

GPU_PERF_TEST_1(InterpolateFrames, cv::gpu::DeviceInfo)
{
    cv::gpu::DeviceInfo devInfo = GetParam();

    cv::gpu::setDevice(devInfo.deviceID());

    cv::Mat frame0_host = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE);
    cv::Mat frame1_host = readImage("gpu/perf/aloeR.jpg", cv::IMREAD_GRAYSCALE);

    ASSERT_FALSE(frame0_host.empty());
    ASSERT_FALSE(frame1_host.empty());

    frame0_host.convertTo(frame0_host, CV_32FC1, 1.0 / 255.0);
    frame1_host.convertTo(frame1_host, CV_32FC1, 1.0 / 255.0);

    cv::gpu::GpuMat frame0(frame0_host);
    cv::gpu::GpuMat frame1(frame1_host);
    cv::gpu::GpuMat fu, fv; 
    cv::gpu::GpuMat bu, bv;

    cv::gpu::BroxOpticalFlow d_flow(0.197f /*alpha*/, 50.0f /*gamma*/, 0.8f /*scale_factor*/, 
                                    10 /*inner_iterations*/, 77 /*outer_iterations*/, 10 /*solver_iterations*/);
    
    d_flow(frame0, frame1, fu, fv);
    d_flow(frame1, frame0, bu, bv);

    cv::gpu::GpuMat newFrame;
    cv::gpu::GpuMat buf;

    TEST_CYCLE()
    {
        cv::gpu::interpolateFrames(frame0, frame1, fu, fv, bu, bv, 0.5f, newFrame, buf);
    }
}

INSTANTIATE_TEST_CASE_P(Video, InterpolateFrames, ALL_DEVICES);

#endif