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The samples were updated through CommandLineParser class
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@ -1,3 +1,4 @@
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#include "opencv2/core/core.hpp"
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#include "opencv2/highgui/highgui.hpp"
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#include "opencv2/imgproc/imgproc.hpp"
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#include "opencv2/features2d/features2d.hpp"
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@ -27,29 +28,26 @@ const string bowImageDescriptorsDir = "/bowImageDescriptors";
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const string svmsDir = "/svms";
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const string plotsDir = "/plots";
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void help(char** argv)
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void help()
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{
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cout << "\nThis program shows how to read in, train on and produce test results for the PASCAL VOC (Visual Object Challenge) data. \n"
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<< "It shows how to use detectors, descriptors and recognition methods \n"
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"Using OpenCV version %s\n" << CV_VERSION << "\n"
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<< "Call: \n"
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<< "Format:\n ./" << argv[0] << " [VOC path] [result directory] \n"
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<< " or: \n"
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<< " ./" << argv[0] << " [VOC path] [result directory] [feature detector] [descriptor extractor] [descriptor matcher] \n"
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<< "\n"
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<< "Input parameters: \n"
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<< "[VOC path] Path to Pascal VOC data (e.g. /home/my/VOCdevkit/VOC2010). Note: VOC2007-VOC2010 are supported. \n"
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<< "[result directory] Path to result diractory. Following folders will be created in [result directory]: \n"
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<< " bowImageDescriptors - to store image descriptors, \n"
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<< " svms - to store trained svms, \n"
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<< " plots - to store files for plots creating. \n"
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<< "[feature detector] Feature detector name (e.g. SURF, FAST...) - see createFeatureDetector() function in detectors.cpp \n"
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<< " Currently 12/2010, this is FAST, STAR, SIFT, SURF, MSER, GFTT, HARRIS \n"
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<< "[descriptor extractor] Descriptor extractor name (e.g. SURF, SIFT) - see createDescriptorExtractor() function in descriptors.cpp \n"
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<< " Currently 12/2010, this is SURF, OpponentSIFT, SIFT, OpponentSURF, BRIEF \n"
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<< "[descriptor matcher] Descriptor matcher name (e.g. BruteForce) - see createDescriptorMatcher() function in matchers.cpp \n"
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<< " Currently 12/2010, this is BruteForce, BruteForce-L1, FlannBased, BruteForce-Hamming, BruteForce-HammingLUT \n"
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<< "\n";
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printf("\nThis program shows how to read in, train on and produce test results for the PASCAL VOC (Visual Object Challenge) data. \n"
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"It shows how to use detectors, descriptors and recognition methods \n"
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"Usage: \n"
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"Format:\n"
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"./bagofwords_classification \n"
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"--voc_path=<Path to Pascal VOC data (e.g. /home/my/VOCdevkit/VOC2010). \n"
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" Note: VOC2007-VOC2010 are supported.> \n"
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"--result_directory=<Path to result directory. Following folders will be created in [result directory]: \n"
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" bowImageDescriptors - to store image descriptors, \n"
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" svms - to store trained svms, \n"
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" plots - to store files for plots creating. \n"
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"[--feature_detector]=<Feature detector name (e.g. SURF, FAST...) - see createFeatureDetector() function in detectors.cpp \n"
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" Currently 12/2010, this is FAST, STAR, SIFT, SURF, MSER, GFTT, HARRIS> \n"
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"[--descriptor_extractor]=<Descriptor extractor name (e.g. SURF, SIFT) - see createDescriptorExtractor() function in descriptors.cpp \n"
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" Currently 12/2010, this is SURF, OpponentSIFT, SIFT, OpponentSURF, BRIEF> \n"
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"[--descriptor_matcher]=<Descriptor matcher name (e.g. BruteForce) - see createDescriptorMatcher() function in matchers.cpp \n"
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" Currently 12/2010, this is BruteForce, BruteForce-L1, FlannBased, BruteForce-Hamming, BruteForce-HammingLUT> \n"
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"\n");
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}
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@ -2507,16 +2505,24 @@ void computeGnuPlotOutput( const string& resPath, const string& objClassName, Vo
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int main(int argc, char** argv)
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int main(int argc, const char** argv)
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{
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if( argc != 3 && argc != 6 )
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help();
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CommandLineParser parser(argc, argv);
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const string vocPath = parser.get<string>("--voc_path");
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const string resPath = parser.get<string>("--result_directory");
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const string featureDetectName = parser.get<string>("--feature_detector");
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const string descExtName = parser.get<string>("--descriptor_extractor");
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const string descMatchName = parser.get<string>("--descriptor_matcher");
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if( vocPath.empty() || resPath.empty())
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{
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help(argv);
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help();
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printf("Cannot find --voc_path=%s or --result_directory=%s\n", vocPath.c_str(), resPath.c_str());
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return -1;
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}
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const string vocPath = argv[1], resPath = argv[2];
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// Read or set default parameters
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string vocName;
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DDMParams ddmParams;
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@ -2534,12 +2540,12 @@ int main(int argc, char** argv)
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else
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{
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vocName = getVocName(vocPath);
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if( argc!= 6 )
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if( featureDetectName.empty() || descExtName.empty() || descMatchName.empty())
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{
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cout << "Feature detector, descriptor extractor, descriptor matcher must be set" << endl;
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return -1;
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}
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ddmParams = DDMParams( argv[3], argv[4], argv[5] ); // from command line
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ddmParams = DDMParams( featureDetectName.c_str(), descExtName.c_str(), descMatchName.c_str()); // from command line
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// vocabTrainParams and svmTrainParamsExt is set by defaults
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paramsFS.open( resPath + "/" + paramsFile, FileStorage::WRITE );
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if( paramsFS.isOpened() )
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@ -1,32 +1,40 @@
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#include "opencv2/core/core.hpp"
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#include "opencv2/video/background_segm.hpp"
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#include "opencv2/highgui/highgui.hpp"
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#include <stdio.h>
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using namespace cv;
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using namespace std;
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void help()
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{
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printf("\nDo background segmentation, especially demonstrating the use of cvUpdateBGStatModel().\n"
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"Learns the background at the start and then segments.\n"
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"Learning is togged by the space key. Will read from file or camera\n"
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"Call:\n"
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"./ bgfg_segm [file name -- if no name, read from camera]\n\n");
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" Learns the background at the start and then segments.\n"
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" Learning is togged by the space key. Will read from file or camera\n"
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"Usage: \n"
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" ./bgfg_segm [--file_name]=<input file, camera as defautl>\n\n");
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}
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//this is a sample for foreground detection functions
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int main(int argc, char** argv)
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int main(int argc, const char** argv)
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{
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help();
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CommandLineParser parser(argc, argv);
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string fileName = parser.get<string>("file_name", "0");
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VideoCapture cap;
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bool update_bg_model = true;
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if( argc < 2 )
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if(fileName == "0" )
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cap.open(0);
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else
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cap.open(argv[1]);
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help();
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cap.open(fileName.c_str());
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if( !cap.isOpened() )
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{
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help();
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printf("can not open camera or video file\n");
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return -1;
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}
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