/*M/////////////////////////////////////////////////////////////////////////////////////// // // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. // // By downloading, copying, installing or using the software you agree to this license. // If you do not agree to this license, do not download, install, // copy or use the software. // // // License Agreement // For Open Source Computer Vision Library // // Copyright (C) 2010-2012, Multicoreware, Inc., all rights reserved. // Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved. // Third party copyrights are property of their respective owners. // // @Authors // Fangfang Bai, fangfang@multicorewareinc.com // // Redistribution and use in source and binary forms, with or without modification, // are permitted provided that the following conditions are met: // // * Redistribution's of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // // * Redistribution's in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other oclMaterials provided with the distribution. // // * The name of the copyright holders may not be used to endorse or promote products // derived from this software without specific prior written permission. // // This software is provided by the copyright holders and contributors as is and // any express or implied warranties, including, but not limited to, the implied // warranties of merchantability and fitness for a particular purpose are disclaimed. // In no event shall the Intel Corporation or contributors be liable for any direct, // indirect, incidental, special, exemplary, or consequential damages // (including, but not limited to, procurement of substitute goods or services; // loss of use, data, or profits; or business interruption) however caused // and on any theory of liability, whether in contract, strict liability, // or tort (including negligence or otherwise) arising in any way out of // the use of this software, even if advised of the possibility of such damage. // //M*/ #include "precomp.hpp" ///////////// PyrLKOpticalFlow //////////////////////// TEST(PyrLKOpticalFlow) { std::string images1[] = {"rubberwhale1.png", "aloeL.jpg"}; std::string images2[] = {"rubberwhale2.png", "aloeR.jpg"}; for (size_t i = 0; i < sizeof(images1) / sizeof(std::string); i++) { Mat frame0 = imread(abspath(images1[i]), i == 0 ? IMREAD_COLOR : IMREAD_GRAYSCALE); if (frame0.empty()) { std::string errstr = "can't open " + images1[i]; throw runtime_error(errstr); } Mat frame1 = imread(abspath(images2[i]), i == 0 ? IMREAD_COLOR : IMREAD_GRAYSCALE); if (frame1.empty()) { std::string errstr = "can't open " + images2[i]; throw runtime_error(errstr); } Mat gray_frame; if (i == 0) { cvtColor(frame0, gray_frame, COLOR_BGR2GRAY); } for (int points = Min_Size; points <= Max_Size; points *= Multiple) { if (i == 0) SUBTEST << frame0.cols << "x" << frame0.rows << "; color; " << points << " points"; else SUBTEST << frame0.cols << "x" << frame0.rows << "; gray; " << points << " points"; Mat nextPts_cpu; Mat status_cpu; vector pts; goodFeaturesToTrack(i == 0 ? gray_frame : frame0, pts, points, 0.01, 0.0); vector nextPts; vector status; vector err; calcOpticalFlowPyrLK(frame0, frame1, pts, nextPts, status, err); CPU_ON; calcOpticalFlowPyrLK(frame0, frame1, pts, nextPts, status, err); CPU_OFF; ocl::PyrLKOpticalFlow d_pyrLK; ocl::oclMat d_frame0(frame0); ocl::oclMat d_frame1(frame1); ocl::oclMat d_pts; Mat pts_mat(1, (int)pts.size(), CV_32FC2, (void *)&pts[0]); d_pts.upload(pts_mat); ocl::oclMat d_nextPts; ocl::oclMat d_status; ocl::oclMat d_err; WARMUP_ON; d_pyrLK.sparse(d_frame0, d_frame1, d_pts, d_nextPts, d_status, &d_err); WARMUP_OFF; GPU_ON; d_pyrLK.sparse(d_frame0, d_frame1, d_pts, d_nextPts, d_status, &d_err); ; GPU_OFF; GPU_FULL_ON; d_frame0.upload(frame0); d_frame1.upload(frame1); d_pts.upload(pts_mat); d_pyrLK.sparse(d_frame0, d_frame1, d_pts, d_nextPts, d_status, &d_err); if (!d_nextPts.empty()) { d_nextPts.download(nextPts_cpu); } if (!d_status.empty()) { d_status.download(status_cpu); } GPU_FULL_OFF; } } }