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/*M///////////////////////////////////////////////////////////////////////////////////////
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//
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// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
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//
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// By downloading, copying, installing or using the software you agree to this license.
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// If you do not agree to this license, do not download, install,
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// copy or use the software.
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//
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//
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// License Agreement
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// For Open Source Computer Vision Library
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//
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// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
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// Copyright (C) 2009, Willow Garage Inc., all rights reserved.
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// Third party copyrights are property of their respective owners.
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//
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// Redistribution and use in source and binary forms, with or without modification,
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// are permitted provided that the following conditions are met:
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//
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// * Redistribution's of source code must retain the above copyright notice,
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// this list of conditions and the following disclaimer.
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//
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// * Redistribution's in binary form must reproduce the above copyright notice,
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// this list of conditions and the following disclaimer in the documentation
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// and/or other materials provided with the distribution.
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//
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// * The name of the copyright holders may not be used to endorse or promote products
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// derived from this software without specific prior written permission.
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//
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// This software is provided by the copyright holders and contributors "as is" and
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// any express or implied warranties, including, but not limited to, the implied
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// warranties of merchantability and fitness for a particular purpose are disclaimed.
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// In no event shall the Intel Corporation or contributors be liable for any direct,
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// indirect, incidental, special, exemplary, or consequential damages
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// (including, but not limited to, procurement of substitute goods or services;
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// loss of use, data, or profits; or business interruption) however caused
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// and on any theory of liability, whether in contract, strict liability,
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// or tort (including negligence or otherwise) arising in any way out of
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// the use of this software, even if advised of the possibility of such damage.
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//
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//M*/
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#include "cvtest.h" |
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using namespace cv; |
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using namespace std; |
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#define WRITE_KEYPOINTS 0 |
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#define WRITE_DESCRIPTORS 0 |
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class CV_CalonderTest : public CvTest |
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{ |
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public: |
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CV_CalonderTest() : CvTest("calonder-descriptor-extractor", "CalonderDescriptorExtractor::compute") {} |
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protected: |
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void run(int); |
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}; |
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void writeMatInBin( const Mat& mat, const string& filename ) |
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{ |
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FILE* f = fopen( filename.c_str(), "wb"); |
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int type = mat.type(); |
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fwrite( (void*)&mat.rows, sizeof(int), 1, f ); |
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fwrite( (void*)&mat.cols, sizeof(int), 1, f ); |
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fwrite( (void*)&type, sizeof(int), 1, f ); |
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fwrite( (void*)&mat.step, sizeof(int), 1, f ); |
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fwrite( (void*)mat.data, 1, mat.step*mat.rows, f ); |
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fclose(f); |
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} |
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Mat readMatFromBin( const string& filename ) |
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{ |
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FILE* f = fopen( filename.c_str(), "rb" ); |
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int rows, cols, type, step; |
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fread( (void*)&rows, sizeof(int), 1, f ); |
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fread( (void*)&cols, sizeof(int), 1, f ); |
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fread( (void*)&type, sizeof(int), 1, f ); |
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fread( (void*)&step, sizeof(int), 1, f ); |
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uchar* data = (uchar*)cvAlloc(step*rows); |
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fread( (void*)data, 1, step*rows, f ); |
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fclose(f); |
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return Mat( rows, cols, type, data ); |
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} |
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void CV_CalonderTest::run(int) |
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{ |
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string dir = string(ts->get_data_path()) + "/calonder"; |
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Mat img = imread(dir +"/boat.png",0); |
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if( img.empty() ) |
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{ |
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ts->printf(CvTS::LOG, "Test image can not be read\n"); |
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ts->set_failed_test_info( CvTS::FAIL_INVALID_TEST_DATA ); |
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return; |
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} |
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vector<KeyPoint> keypoints; |
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#if WRITE_KEYPOINTS |
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FastFeatureDetector fd; |
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fd.detect(img, keypoints); |
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FileStorage fs( dir + "/keypoints.xml", FileStorage::WRITE ); |
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if( fs.isOpened() ) |
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write( fs, "keypoints", keypoints ); |
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else |
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{ |
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ts->printf(CvTS::LOG, "File for writting keypoints can not be opened\n"); |
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ts->set_failed_test_info( CvTS::FAIL_INVALID_TEST_DATA ); |
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return; |
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} |
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#else |
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FileStorage fs( dir + "/keypoints.xml", FileStorage::READ); |
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if( fs.isOpened() ) |
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read( fs.getFirstTopLevelNode(), keypoints ); |
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else |
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{ |
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ts->printf(CvTS::LOG, "File for reading keypoints can not be opened\n"); |
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ts->set_failed_test_info( CvTS::FAIL_INVALID_TEST_DATA ); |
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return; |
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} |
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#endif //WRITE_KEYPOINTS
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CalonderDescriptorExtractor<float> fde(dir + "/classifier.rtc"); |
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Mat fdescriptors; |
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double t = (double)getTickCount(); |
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fde.compute(img, keypoints, fdescriptors); |
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t = getTickCount() - t; |
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ts->printf(CvTS::LOG, "\nAverage time of computiting float descriptor = %g ms\n", t/((double)cvGetTickFrequency()*1000.)/fdescriptors.rows ); |
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#if WRITE_DESCRIPTORS |
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assert(fdescriptors.type() == CV_32FC1); |
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writeMatInBin( fdescriptors, dir + "/ros_float_desc" ); |
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#else |
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Mat ros_fdescriptors = readMatFromBin( dir + "/ros_float_desc" ); |
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double fnorm = norm(fdescriptors, ros_fdescriptors, NORM_INF ); |
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ts->printf(CvTS::LOG, "nofm (inf) BTW valid and calculated float descriptors = %f\n", fnorm ); |
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if( fnorm > FLT_EPSILON ) |
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ts->set_failed_test_info( CvTS::FAIL_BAD_ACCURACY ); |
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#endif // WRITE_DESCRIPTORS
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CalonderDescriptorExtractor<uchar> cde(dir + "/classifier.rtc"); |
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Mat cdescriptors; |
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t = (double)getTickCount(); |
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cde.compute(img, keypoints, cdescriptors); |
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t = getTickCount() - t; |
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ts->printf(CvTS::LOG, "Average time of computiting uchar descriptor = %g ms\n", t/((double)cvGetTickFrequency()*1000.)/cdescriptors.rows ); |
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#if WRITE_DESCRIPTORS |
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assert(cdescriptors.type() == CV_8UC1); |
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writeMatInBin( cdescriptors, dir + "/ros_uchar_desc" ); |
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#else |
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Mat ros_cdescriptors = readMatFromBin( dir + "/ros_uchar_desc" ); |
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double cnorm = norm(cdescriptors, ros_cdescriptors, NORM_INF ); |
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ts->printf(CvTS::LOG, "nofm (inf) BTW valid and calculated uchar descriptors = %f\n", cnorm ); |
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if( cnorm > FLT_EPSILON + 1 ) // + 1 because of quantization float to uchar
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ts->set_failed_test_info( CvTS::FAIL_BAD_ACCURACY ); |
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#endif // WRITE_DESCRIPTORS
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} |
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#if CV_SSE2 |
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CV_CalonderTest calonderTest; |
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#endif // CV_SSE2
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