#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); ////////////////////////////////////////////////////// // CreateOpticalFlowNeedleMap GPU_PERF_TEST_1(CreateOpticalFlowNeedleMap, 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 d_u, d_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*/); d_flow(frame0, frame1, d_u, d_v); cv::gpu::GpuMat d_vertex, d_colors; TEST_CYCLE() { cv::gpu::createOpticalFlowNeedleMap(d_u, d_v, d_vertex, d_colors); } } INSTANTIATE_TEST_CASE_P(Video, CreateOpticalFlowNeedleMap, ALL_DEVICES); #endif