// This file is part of OpenCV project. // It is subject to the license terms in the LICENSE file found in the top-level directory // of this distribution and at http://opencv.org/license.html. #include "../perf_precomp.hpp" #include "opencv2/ts/ocl_perf.hpp" #ifdef HAVE_OPENCL #include "../perf_bgfg_utils.hpp" namespace opencv_test { namespace ocl { //////////////////////////// Mog2////////////////////////// typedef tuple VideoMOG2ParamType; typedef TestBaseWithParam MOG2_Apply; typedef TestBaseWithParam MOG2_GetBackgroundImage; using namespace opencv_test; OCL_PERF_TEST_P(MOG2_Apply, Mog2, Combine(Values("gpu/video/768x576.avi", "gpu/video/1920x1080.avi"), Values(1,3))) { VideoMOG2ParamType params = GetParam(); const string inputFile = getDataPath(get<0>(params)); const int cn = get<1>(params); int nFrame = 5; vector frame_buffer(nFrame); cv::VideoCapture cap(inputFile); if (!cap.isOpened()) throw SkipTestException("Video file can not be opened"); prepareData(cap, cn, frame_buffer); UMat u_foreground; OCL_TEST_CYCLE() { Ptr mog2 = createBackgroundSubtractorMOG2(); mog2->setDetectShadows(false); u_foreground.release(); for (int i = 0; i < nFrame; i++) { mog2->apply(frame_buffer[i], u_foreground); } } SANITY_CHECK_NOTHING(); } OCL_PERF_TEST_P(MOG2_GetBackgroundImage, Mog2, Values( std::make_pair("gpu/video/768x576.avi", 5), std::make_pair("gpu/video/1920x1080.avi", 5))) { VideoMOG2ParamType params = GetParam(); const string inputFile = getDataPath(get<0>(params)); const int cn = 3; const int skipFrames = get<1>(params); int nFrame = 10; vector frame_buffer(nFrame); cv::VideoCapture cap(inputFile); if (!cap.isOpened()) throw SkipTestException("Video file can not be opened"); prepareData(cap, cn, frame_buffer, skipFrames); UMat u_foreground, u_background; OCL_TEST_CYCLE() { Ptr mog2 = createBackgroundSubtractorMOG2(); mog2->setDetectShadows(false); u_foreground.release(); u_background.release(); for (int i = 0; i < nFrame; i++) { mog2->apply(frame_buffer[i], u_foreground); } mog2->getBackgroundImage(u_background); } #ifdef DEBUG_BGFG imwrite(format("fg_%d_%d_mog2_ocl.png", frame_buffer[0].rows, cn), u_foreground.getMat(ACCESS_READ)); imwrite(format("bg_%d_%d_mog2_ocl.png", frame_buffer[0].rows, cn), u_background.getMat(ACCESS_READ)); #endif SANITY_CHECK_NOTHING(); } }}// namespace opencv_test::ocl #endif