e845184843
* #1538 from StevenPuttemans:bugfix_3283 * #1545 from alalek:ocl_test_fix_rng * #1551 from alalek:cmake_install_win * #1570 from ilya-lavrenov:ipp_warn_fix * #1573 from alalek:perf_simple_strategy * #1574 from alalek:svm_workaround * #1576 from alalek:ocl_fix_cl_double * #1577 from ilya-lavrenov:ocl_setto_opencl12 * #1578 from asmorkalov:android_fd_cp_fix * #1579 from ilya-lavrenov:ocl_norm * #1582 from sperrholz:ocl-arithm-additions * #1586 from ilya-lavrenov:ocl_setto_win_fix * #1589 from ilya-lavrenov:pr1582_fix * #1591 from alalek:ocl_remove_cl_hpp_h * #1592 from alalek:ocl_program_cache_update * #1593 from ilya-lavrenov:ocl_war_on_double * #1594 from ilya-lavrenov:ocl_perf * #1595 from alalek:cl_code_cleanup * #1596 from alalek:test_fix_run_py * #1597 from alalek:ocl_fix_cleanup * #1598 from alalek:ocl_fix_build_mac * #1599 from ilya-lavrenov:ocl_mac_kernel_warnings * #1601 from ilya-lavrenov:ocl_fix_tvl1_and_sparse * #1602 from alalek:ocl_test_dump_info * #1603 from ilya-lavrenov:ocl_disable_svm_noblas * #1605 from alalek:ocl_fixes * #1606 from ilya-lavrenov:ocl_imgproc * #1607 from ilya-lavrenov:ocl_fft_cleanup * #1608 from alalek:fix_warn_upd_haar * #1609 from ilya-lavrenov:ocl_some_optimization * #1610 from alalek:ocl_fix_perf_kalman * #1612 from alalek:ocl_fix_string_info * #1614 from ilya-lavrenov:ocl_svm_misprint * #1616 from ilya-lavrenov:ocl_cvtColor * #1617 from ilya-lavrenov:ocl_info * #1622 from a0byte:2.4 * #1625 from ilya-lavrenov:to_string Conflicts: cmake/OpenCVConfig.cmake cmake/OpenCVDetectPython.cmake cmake/OpenCVGenConfig.cmake modules/core/CMakeLists.txt modules/nonfree/src/surf.ocl.cpp modules/ocl/include/opencv2/ocl/ocl.hpp modules/ocl/include/opencv2/ocl/private/util.hpp modules/ocl/perf/main.cpp modules/ocl/src/arithm.cpp modules/ocl/src/cl_operations.cpp modules/ocl/src/cl_programcache.cpp modules/ocl/src/color.cpp modules/ocl/src/fft.cpp modules/ocl/src/filtering.cpp modules/ocl/src/gemm.cpp modules/ocl/src/haar.cpp modules/ocl/src/imgproc.cpp modules/ocl/src/matrix_operations.cpp modules/ocl/src/pyrlk.cpp modules/ocl/src/split_merge.cpp modules/ocl/src/svm.cpp modules/ocl/test/main.cpp modules/ocl/test/test_fft.cpp modules/ocl/test/test_moments.cpp modules/ocl/test/test_objdetect.cpp modules/ocl/test/test_optflow.cpp modules/ocl/test/utility.hpp modules/python/CMakeLists.txt modules/ts/include/opencv2/ts.hpp modules/ts/src/ts_perf.cpp samples/android/face-detection/jni/DetectionBasedTracker_jni.cpp
756 lines
26 KiB
C++
756 lines
26 KiB
C++
#include "opencv2/video/background_segm.hpp"
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#include "opencv2/legacy/blobtrack.hpp"
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#include "opencv2/legacy/legacy.hpp"
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#include <opencv2/highgui/highgui_c.h>
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#include <opencv2/imgproc/imgproc_c.h>
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#include <stdio.h>
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/* Select appropriate case insensitive string comparison function: */
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#if defined WIN32 || defined _MSC_VER
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# define MY_STRNICMP _strnicmp
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# define MY_STRICMP _stricmp
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# define MY_STRDUP _strdup
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#else
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# define MY_STRNICMP strncasecmp
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# define MY_STRICMP strcasecmp
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# define MY_STRDUP strdup
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#endif
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/* List of foreground (FG) DETECTION modules: */
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static CvFGDetector* cvCreateFGDetector0 () { return cvCreateFGDetectorBase(CV_BG_MODEL_FGD, NULL); }
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static CvFGDetector* cvCreateFGDetector0Simple() { return cvCreateFGDetectorBase(CV_BG_MODEL_FGD_SIMPLE, NULL); }
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static CvFGDetector* cvCreateFGDetector1 () { return cvCreateFGDetectorBase(CV_BG_MODEL_MOG, NULL); }
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typedef struct DefModule_FGDetector
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{
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CvFGDetector* (*create)();
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const char* nickname;
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const char* description;
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} DefModule_FGDetector;
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DefModule_FGDetector FGDetector_Modules[] =
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{
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{cvCreateFGDetector0,"FG_0","Foreground Object Detection from Videos Containing Complex Background. ACM MM2003."},
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{cvCreateFGDetector0Simple,"FG_0S","Simplified version of FG_0"},
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{cvCreateFGDetector1,"FG_1","Adaptive background mixture models for real-time tracking. CVPR1999"},
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{NULL,NULL,NULL}
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};
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/* List of BLOB DETECTION modules: */
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typedef struct DefModule_BlobDetector
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{
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CvBlobDetector* (*create)();
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const char* nickname;
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const char* description;
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} DefModule_BlobDetector;
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DefModule_BlobDetector BlobDetector_Modules[] =
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{
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{cvCreateBlobDetectorCC,"BD_CC","Detect new blob by tracking CC of FG mask"},
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{cvCreateBlobDetectorSimple,"BD_Simple","Detect new blob by uniform moving of connected components of FG mask"},
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{NULL,NULL,NULL}
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};
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/* List of BLOB TRACKING modules: */
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typedef struct DefModule_BlobTracker
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{
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CvBlobTracker* (*create)();
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const char* nickname;
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const char* description;
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} DefModule_BlobTracker;
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DefModule_BlobTracker BlobTracker_Modules[] =
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{
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{cvCreateBlobTrackerCCMSPF,"CCMSPF","connected component tracking and MSPF resolver for collision"},
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{cvCreateBlobTrackerCC,"CC","Simple connected component tracking"},
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{cvCreateBlobTrackerMS,"MS","Mean shift algorithm "},
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{cvCreateBlobTrackerMSFG,"MSFG","Mean shift algorithm with FG mask using"},
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{cvCreateBlobTrackerMSPF,"MSPF","Particle filtering based on MS weight"},
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{NULL,NULL,NULL}
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};
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/* List of BLOB TRAJECTORY GENERATION modules: */
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typedef struct DefModule_BlobTrackGen
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{
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CvBlobTrackGen* (*create)();
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const char* nickname;
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const char* description;
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} DefModule_BlobTrackGen;
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DefModule_BlobTrackGen BlobTrackGen_Modules[] =
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{
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{cvCreateModuleBlobTrackGenYML,"YML","Generate track record in YML format as synthetic video data"},
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{cvCreateModuleBlobTrackGen1,"RawTracks","Generate raw track record (x,y,sx,sy),()... in each line"},
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{NULL,NULL,NULL}
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};
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/* List of BLOB TRAJECTORY POST PROCESSING modules: */
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typedef struct DefModule_BlobTrackPostProc
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{
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CvBlobTrackPostProc* (*create)();
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const char* nickname;
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const char* description;
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} DefModule_BlobTrackPostProc;
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DefModule_BlobTrackPostProc BlobTrackPostProc_Modules[] =
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{
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{cvCreateModuleBlobTrackPostProcKalman,"Kalman","Kalman filtering of blob position and size"},
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{NULL,"None","No post processing filter"},
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// {cvCreateModuleBlobTrackPostProcTimeAverRect,"TimeAverRect","Average by time using rectangle window"},
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// {cvCreateModuleBlobTrackPostProcTimeAverExp,"TimeAverExp","Average by time using exponential window"},
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{NULL,NULL,NULL}
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};
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/* List of BLOB TRAJECTORY ANALYSIS modules: */
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CvBlobTrackAnalysis* cvCreateModuleBlobTrackAnalysisDetector();
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typedef struct DefModule_BlobTrackAnalysis
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{
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CvBlobTrackAnalysis* (*create)();
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const char* nickname;
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const char* description;
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} DefModule_BlobTrackAnalysis;
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DefModule_BlobTrackAnalysis BlobTrackAnalysis_Modules[] =
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{
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{cvCreateModuleBlobTrackAnalysisHistPVS,"HistPVS","Histogram of 5D feature vector analysis (x,y,vx,vy,state)"},
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{NULL,"None","No trajectory analiser"},
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{cvCreateModuleBlobTrackAnalysisHistP,"HistP","Histogram of 2D feature vector analysis (x,y)"},
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{cvCreateModuleBlobTrackAnalysisHistPV,"HistPV","Histogram of 4D feature vector analysis (x,y,vx,vy)"},
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{cvCreateModuleBlobTrackAnalysisHistSS,"HistSS","Histogram of 4D feature vector analysis (startpos,endpos)"},
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{cvCreateModuleBlobTrackAnalysisTrackDist,"TrackDist","Compare tracks directly"},
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{cvCreateModuleBlobTrackAnalysisIOR,"IOR","Integrator (by OR operation) of several analysers "},
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{NULL,NULL,NULL}
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};
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/* List of Blob Trajectory ANALYSIS modules: */
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/*================= END MODULES DECRIPTION ===================================*/
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/* Run pipeline on all frames: */
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static int RunBlobTrackingAuto( CvCapture* pCap, CvBlobTrackerAuto* pTracker,char* fgavi_name = NULL, char* btavi_name = NULL )
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{
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int OneFrameProcess = 0;
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int key;
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int FrameNum = 0;
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CvVideoWriter* pFGAvi = NULL;
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CvVideoWriter* pBTAvi = NULL;
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//cvNamedWindow( "FG", 0 );
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/* Main loop: */
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for( FrameNum=0; pCap && (key=cvWaitKey(OneFrameProcess?0:1))!=27;
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FrameNum++)
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{ /* Main loop: */
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IplImage* pImg = NULL;
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IplImage* pMask = NULL;
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if(key!=-1)
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{
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OneFrameProcess = 1;
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if(key=='r')OneFrameProcess = 0;
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}
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pImg = cvQueryFrame(pCap);
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if(pImg == NULL) break;
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/* Process: */
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pTracker->Process(pImg, pMask);
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if(fgavi_name)
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if(pTracker->GetFGMask())
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{ /* Debug FG: */
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IplImage* pFG = pTracker->GetFGMask();
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CvSize S = cvSize(pFG->width,pFG->height);
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static IplImage* pI = NULL;
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if(pI==NULL)pI = cvCreateImage(S,pFG->depth,3);
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cvCvtColor( pFG, pI, CV_GRAY2BGR );
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if(fgavi_name)
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{ /* Save fg to avi file: */
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if(pFGAvi==NULL)
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{
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pFGAvi=cvCreateVideoWriter(
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fgavi_name,
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CV_FOURCC('x','v','i','d'),
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25,
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S );
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}
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cvWriteFrame( pFGAvi, pI );
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}
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if(pTracker->GetBlobNum()>0)
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{ /* Draw detected blobs: */
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int i;
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for(i=pTracker->GetBlobNum();i>0;i--)
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{
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CvBlob* pB = pTracker->GetBlob(i-1);
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CvPoint p = cvPointFrom32f(CV_BLOB_CENTER(pB));
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CvSize s = cvSize(MAX(1,cvRound(CV_BLOB_RX(pB))), MAX(1,cvRound(CV_BLOB_RY(pB))));
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int c = cvRound(255*pTracker->GetState(CV_BLOB_ID(pB)));
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cvEllipse( pI,
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p,
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s,
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0, 0, 360,
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CV_RGB(c,255-c,0), cvRound(1+(3*c)/255) );
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} /* Next blob: */;
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}
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cvNamedWindow( "FG",0);
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cvShowImage( "FG",pI);
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} /* Debug FG. */
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/* Draw debug info: */
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if(pImg)
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{ /* Draw all information about test sequence: */
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char str[1024];
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int line_type = CV_AA; // Change it to 8 to see non-antialiased graphics.
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CvFont font;
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int i;
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IplImage* pI = cvCloneImage(pImg);
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cvInitFont( &font, CV_FONT_HERSHEY_PLAIN, 0.7, 0.7, 0, 1, line_type );
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for(i=pTracker->GetBlobNum(); i>0; i--)
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{
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CvSize TextSize;
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CvBlob* pB = pTracker->GetBlob(i-1);
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CvPoint p = cvPoint(cvRound(pB->x*256),cvRound(pB->y*256));
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CvSize s = cvSize(MAX(1,cvRound(CV_BLOB_RX(pB)*256)), MAX(1,cvRound(CV_BLOB_RY(pB)*256)));
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int c = cvRound(255*pTracker->GetState(CV_BLOB_ID(pB)));
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cvEllipse( pI,
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p,
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s,
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0, 0, 360,
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CV_RGB(c,255-c,0), cvRound(1+(3*0)/255), CV_AA, 8 );
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p.x >>= 8;
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p.y >>= 8;
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s.width >>= 8;
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s.height >>= 8;
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sprintf(str,"%03d",CV_BLOB_ID(pB));
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cvGetTextSize( str, &font, &TextSize, NULL );
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p.y -= s.height;
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cvPutText( pI, str, p, &font, CV_RGB(0,255,255));
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{
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const char* pS = pTracker->GetStateDesc(CV_BLOB_ID(pB));
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if(pS)
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{
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char* pStr = MY_STRDUP(pS);
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char* pStrFree = pStr;
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while (pStr && strlen(pStr) > 0)
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{
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char* str_next = strchr(pStr,'\n');
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if(str_next)
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{
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str_next[0] = 0;
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str_next++;
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}
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p.y += TextSize.height+1;
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cvPutText( pI, pStr, p, &font, CV_RGB(0,255,255));
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pStr = str_next;
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}
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free(pStrFree);
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}
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}
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} /* Next blob. */;
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cvNamedWindow( "Tracking", 0);
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cvShowImage( "Tracking",pI );
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if(btavi_name && pI)
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{ /* Save to avi file: */
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CvSize S = cvSize(pI->width,pI->height);
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if(pBTAvi==NULL)
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{
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pBTAvi=cvCreateVideoWriter(
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btavi_name,
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CV_FOURCC('x','v','i','d'),
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25,
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S );
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}
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cvWriteFrame( pBTAvi, pI );
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}
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cvReleaseImage(&pI);
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} /* Draw all information about test sequence. */
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} /* Main loop. */
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if(pFGAvi)cvReleaseVideoWriter( &pFGAvi );
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if(pBTAvi)cvReleaseVideoWriter( &pBTAvi );
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return 0;
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} /* RunBlobTrackingAuto */
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/* Read parameters from command line
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* and transfer to specified module:
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*/
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static void set_params(int argc, char* argv[], CvVSModule* pM, const char* prefix, const char* module)
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{
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int prefix_len = (int)strlen(prefix);
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int i;
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for(i=0; i<argc; ++i)
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{
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int j;
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char* ptr_eq = NULL;
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int cmd_param_len=0;
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char* cmd = argv[i];
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if(MY_STRNICMP(prefix,cmd,prefix_len)!=0) continue;
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cmd += prefix_len;
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if(cmd[0]!=':')continue;
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cmd++;
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ptr_eq = strchr(cmd,'=');
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if(ptr_eq)
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cmd_param_len = (int)(ptr_eq-cmd);
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for(j=0; ; ++j)
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{
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int param_len;
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const char* param = pM->GetParamName(j);
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if(param==NULL) break;
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param_len = (int)strlen(param);
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if(cmd_param_len!=param_len) continue;
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if(MY_STRNICMP(param,cmd,param_len)!=0) continue;
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cmd+=param_len;
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if(cmd[0]!='=')continue;
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cmd++;
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pM->SetParamStr(param,cmd);
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printf("%s:%s param set to %g\n",module,param,pM->GetParam(param));
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}
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}
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pM->ParamUpdate();
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} /* set_params */
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/* Print all parameter values for given module: */
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static void print_params(CvVSModule* pM, const char* module, const char* log_name)
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{
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FILE* log = log_name?fopen(log_name,"at"):NULL;
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int i;
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if(pM->GetParamName(0) == NULL ) return;
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printf("%s(%s) module parameters:\n",module,pM->GetNickName());
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if(log)
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fprintf(log,"%s(%s) module parameters:\n",module,pM->GetNickName());
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for (i=0; ; ++i)
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{
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const char* param = pM->GetParamName(i);
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const char* str = param?pM->GetParamStr(param):NULL;
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if(param == NULL)break;
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if(str)
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{
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printf(" %s: %s\n",param,str);
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if(log)
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fprintf(log," %s: %s\n",param,str);
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}
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else
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{
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printf(" %s: %g\n",param,pM->GetParam(param));
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if(log)
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fprintf(log," %s: %g\n",param,pM->GetParam(param));
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}
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}
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if(log) fclose(log);
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} /* print_params */
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int main(int argc, char* argv[])
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{ /* Main function: */
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CvCapture* pCap = NULL;
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CvBlobTrackerAutoParam1 param = {0,0,0,0,0,0,0,0};
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CvBlobTrackerAuto* pTracker = NULL;
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//float scale = 1;
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const char* scale_name = NULL;
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char* yml_name = NULL;
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char** yml_video_names = NULL;
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int yml_video_num = 0;
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char* avi_name = NULL;
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const char* fg_name = NULL;
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char* fgavi_name = NULL;
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char* btavi_name = NULL;
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const char* bd_name = NULL;
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const char* bt_name = NULL;
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const char* btgen_name = NULL;
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const char* btpp_name = NULL;
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const char* bta_name = NULL;
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char* bta_data_name = NULL;
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char* track_name = NULL;
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//char* comment_name = NULL;
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char* FGTrainFrames = NULL;
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char* log_name = NULL;
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char* savestate_name = NULL;
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char* loadstate_name = NULL;
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const char* bt_corr = NULL;
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DefModule_FGDetector* pFGModule = NULL;
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DefModule_BlobDetector* pBDModule = NULL;
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DefModule_BlobTracker* pBTModule = NULL;
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DefModule_BlobTrackPostProc* pBTPostProcModule = NULL;
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DefModule_BlobTrackGen* pBTGenModule = NULL;
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DefModule_BlobTrackAnalysis* pBTAnalysisModule = NULL;
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cvInitSystem(argc, argv);
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if(argc < 2)
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{ /* Print help: */
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int i;
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printf("blobtrack [fg=<fg_name>] [bd=<bd_name>]\n"
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" [bt=<bt_name>] [btpp=<btpp_name>]\n"
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" [bta=<bta_name>\n"
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" [bta_data=<bta_data_name>\n"
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" [bt_corr=<bt_corr_way>]\n"
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" [btgen=<btgen_name>]\n"
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" [track=<track_file_name>]\n"
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" [scale=<scale val>] [noise=<noise_name>] [IVar=<IVar_name>]\n"
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" [FGTrainFrames=<FGTrainFrames>]\n"
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" [btavi=<avi output>] [fgavi=<avi output on FG>]\n"
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" <avi_file>\n");
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printf(" <bt_corr_way> is the method of blob position correction for the \"Blob Tracking\" module\n"
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" <bt_corr_way>=none,PostProcRes\n"
|
|
" <FGTrainFrames> is number of frames for FG training\n"
|
|
" <track_file_name> is file name for save tracked trajectories\n"
|
|
" <bta_data> is file name for data base of trajectory analysis module\n"
|
|
" <avi_file> is file name of avi to process by BlobTrackerAuto\n");
|
|
|
|
puts("\nModules:");
|
|
#define PR(_name,_m,_mt)\
|
|
printf("<%s> is \"%s\" module name and can be:\n",_name,_mt);\
|
|
for(i=0; _m[i].nickname; ++i)\
|
|
{\
|
|
printf(" %d. %s",i+1,_m[i].nickname);\
|
|
if(_m[i].description)printf(" - %s",_m[i].description);\
|
|
printf("\n");\
|
|
}
|
|
|
|
PR("fg_name",FGDetector_Modules,"FG/BG Detection");
|
|
PR("bd_name",BlobDetector_Modules,"Blob Entrance Detection");
|
|
PR("bt_name",BlobTracker_Modules,"Blob Tracking");
|
|
PR("btpp_name",BlobTrackPostProc_Modules, "Blob Trajectory Post Processing");
|
|
PR("btgen_name",BlobTrackGen_Modules, "Blob Trajectory Generation");
|
|
PR("bta_name",BlobTrackAnalysis_Modules, "Blob Trajectory Analysis");
|
|
#undef PR
|
|
return 0;
|
|
} /* Print help. */
|
|
|
|
{ /* Parse arguments: */
|
|
int i;
|
|
for(i=1; i<argc; ++i)
|
|
{
|
|
int bParsed = 0;
|
|
size_t len = strlen(argv[i]);
|
|
#define RO(_n1,_n2) if(strncmp(argv[i],_n1,strlen(_n1))==0) {_n2 = argv[i]+strlen(_n1);bParsed=1;};
|
|
RO("fg=",fg_name);
|
|
RO("fgavi=",fgavi_name);
|
|
RO("btavi=",btavi_name);
|
|
RO("bd=",bd_name);
|
|
RO("bt=",bt_name);
|
|
RO("bt_corr=",bt_corr);
|
|
RO("btpp=",btpp_name);
|
|
RO("bta=",bta_name);
|
|
RO("bta_data=",bta_data_name);
|
|
RO("btgen=",btgen_name);
|
|
RO("track=",track_name);
|
|
//RO("comment=",comment_name);
|
|
RO("FGTrainFrames=",FGTrainFrames);
|
|
RO("log=",log_name);
|
|
RO("savestate=",savestate_name);
|
|
RO("loadstate=",loadstate_name);
|
|
#undef RO
|
|
{
|
|
char* ext = argv[i] + len-4;
|
|
if( strrchr(argv[i],'=') == NULL &&
|
|
!bParsed &&
|
|
(len>3 && (MY_STRICMP(ext,".avi") == 0 )))
|
|
{
|
|
avi_name = argv[i];
|
|
break;
|
|
}
|
|
} /* Next argument. */
|
|
}
|
|
} /* Parse arguments. */
|
|
|
|
if(track_name)
|
|
{ /* Set Trajectory Generator module: */
|
|
int i;
|
|
if(!btgen_name)btgen_name=BlobTrackGen_Modules[0].nickname;
|
|
|
|
for(i=0; BlobTrackGen_Modules[i].nickname; ++i)
|
|
{
|
|
if(MY_STRICMP(BlobTrackGen_Modules[i].nickname,btgen_name)==0)
|
|
pBTGenModule = BlobTrackGen_Modules + i;
|
|
}
|
|
} /* Set Trajectory Generato module. */
|
|
|
|
/* Initialize postprocessing module if tracker
|
|
* correction by postprocessing is required.
|
|
*/
|
|
if(bt_corr && MY_STRICMP(bt_corr,"PostProcRes")!=0 && !btpp_name)
|
|
{
|
|
btpp_name = bt_corr;
|
|
if(MY_STRICMP(btpp_name,"none")!=0)bt_corr = "PostProcRes";
|
|
}
|
|
|
|
{ /* Set default parameters for one processing: */
|
|
if(!bt_corr) bt_corr = "none";
|
|
if(!fg_name) fg_name = FGDetector_Modules[0].nickname;
|
|
if(!bd_name) bd_name = BlobDetector_Modules[0].nickname;
|
|
if(!bt_name) bt_name = BlobTracker_Modules[0].nickname;
|
|
if(!btpp_name) btpp_name = BlobTrackPostProc_Modules[0].nickname;
|
|
if(!bta_name) bta_name = BlobTrackAnalysis_Modules[0].nickname;
|
|
if(!scale_name) scale_name = "1";
|
|
}
|
|
|
|
// if(scale_name)
|
|
// scale = (float)atof(scale_name);
|
|
|
|
for(pFGModule=FGDetector_Modules; pFGModule->nickname; ++pFGModule)
|
|
if( fg_name && MY_STRICMP(fg_name,pFGModule->nickname)==0 ) break;
|
|
|
|
for(pBDModule=BlobDetector_Modules; pBDModule->nickname; ++pBDModule)
|
|
if( bd_name && MY_STRICMP(bd_name,pBDModule->nickname)==0 ) break;
|
|
|
|
for(pBTModule=BlobTracker_Modules; pBTModule->nickname; ++pBTModule)
|
|
if( bt_name && MY_STRICMP(bt_name,pBTModule->nickname)==0 ) break;
|
|
|
|
for(pBTPostProcModule=BlobTrackPostProc_Modules; pBTPostProcModule->nickname; ++pBTPostProcModule)
|
|
if( btpp_name && MY_STRICMP(btpp_name,pBTPostProcModule->nickname)==0 ) break;
|
|
|
|
for(pBTAnalysisModule=BlobTrackAnalysis_Modules; pBTAnalysisModule->nickname; ++pBTAnalysisModule)
|
|
if( bta_name && MY_STRICMP(bta_name,pBTAnalysisModule->nickname)==0 ) break;
|
|
|
|
/* Create source video: */
|
|
if(avi_name)
|
|
pCap = cvCaptureFromFile(avi_name);
|
|
|
|
if(pCap==NULL)
|
|
{
|
|
printf("Can't open %s file\n",avi_name);
|
|
return -1;
|
|
}
|
|
|
|
|
|
{ /* Display parameters: */
|
|
int i;
|
|
FILE* log = log_name?fopen(log_name,"at"):NULL;
|
|
if(log)
|
|
{ /* Print to log file: */
|
|
fprintf(log,"\n=== Blob Tracking pipline in processing mode===\n");
|
|
if(avi_name)
|
|
{
|
|
fprintf(log,"AVIFile: %s\n",avi_name);
|
|
}
|
|
fprintf(log,"FGDetector: %s\n", pFGModule->nickname);
|
|
fprintf(log,"BlobDetector: %s\n", pBDModule->nickname);
|
|
fprintf(log,"BlobTracker: %s\n", pBTModule->nickname);
|
|
fprintf(log,"BlobTrackPostProc: %s\n", pBTPostProcModule->nickname);
|
|
fprintf(log,"BlobCorrection: %s\n", bt_corr);
|
|
|
|
fprintf(log,"Blob Trajectory Generator: %s (%s)\n",
|
|
pBTGenModule?pBTGenModule->nickname:"None",
|
|
track_name?track_name:"none");
|
|
|
|
fprintf(log,"BlobTrackAnalysis: %s\n", pBTAnalysisModule->nickname);
|
|
fclose(log);
|
|
}
|
|
|
|
printf("\n=== Blob Tracking pipline in %s mode===\n","processing");
|
|
if(yml_name)
|
|
{
|
|
printf("ConfigFile: %s\n",yml_name);
|
|
printf("BG: %s\n",yml_video_names[0]);
|
|
printf("FG: ");
|
|
for(i=1;i<(yml_video_num);++i){printf("%s",yml_video_names[i]);if((i+1)<yml_video_num)printf("|");};
|
|
printf("\n");
|
|
}
|
|
if(avi_name)
|
|
{
|
|
printf("AVIFile: %s\n",avi_name);
|
|
}
|
|
printf("FGDetector: %s\n", pFGModule->nickname);
|
|
printf("BlobDetector: %s\n", pBDModule->nickname);
|
|
printf("BlobTracker: %s\n", pBTModule->nickname);
|
|
printf("BlobTrackPostProc: %s\n", pBTPostProcModule->nickname);
|
|
printf("BlobCorrection: %s\n", bt_corr);
|
|
|
|
printf("Blob Trajectory Generator: %s (%s)\n",
|
|
pBTGenModule?pBTGenModule->nickname:"None",
|
|
track_name?track_name:"none");
|
|
|
|
printf("BlobTrackAnalysis: %s\n", pBTAnalysisModule->nickname);
|
|
|
|
} /* Display parameters. */
|
|
|
|
{ /* Create autotracker module and its components: */
|
|
param.FGTrainFrames = FGTrainFrames?atoi(FGTrainFrames):0;
|
|
|
|
/* Create FG Detection module: */
|
|
param.pFG = pFGModule->create();
|
|
if(!param.pFG)
|
|
puts("Can not create FGDetector module");
|
|
param.pFG->SetNickName(pFGModule->nickname);
|
|
set_params(argc, argv, param.pFG, "fg", pFGModule->nickname);
|
|
|
|
/* Create Blob Entrance Detection module: */
|
|
param.pBD = pBDModule->create();
|
|
if(!param.pBD)
|
|
puts("Can not create BlobDetector module");
|
|
param.pBD->SetNickName(pBDModule->nickname);
|
|
set_params(argc, argv, param.pBD, "bd", pBDModule->nickname);
|
|
|
|
/* Create blob tracker module: */
|
|
param.pBT = pBTModule->create();
|
|
if(!param.pBT)
|
|
puts("Can not create BlobTracker module");
|
|
param.pBT->SetNickName(pBTModule->nickname);
|
|
set_params(argc, argv, param.pBT, "bt", pBTModule->nickname);
|
|
|
|
/* Create blob trajectory generation module: */
|
|
param.pBTGen = NULL;
|
|
if(pBTGenModule && track_name && pBTGenModule->create)
|
|
{
|
|
param.pBTGen = pBTGenModule->create();
|
|
param.pBTGen->SetFileName(track_name);
|
|
}
|
|
if(param.pBTGen)
|
|
{
|
|
param.pBTGen->SetNickName(pBTGenModule->nickname);
|
|
set_params(argc, argv, param.pBTGen, "btgen", pBTGenModule->nickname);
|
|
}
|
|
|
|
/* Create blob trajectory post processing module: */
|
|
param.pBTPP = NULL;
|
|
if(pBTPostProcModule && pBTPostProcModule->create)
|
|
{
|
|
param.pBTPP = pBTPostProcModule->create();
|
|
}
|
|
if(param.pBTPP)
|
|
{
|
|
param.pBTPP->SetNickName(pBTPostProcModule->nickname);
|
|
set_params(argc, argv, param.pBTPP, "btpp", pBTPostProcModule->nickname);
|
|
}
|
|
|
|
param.UsePPData = (bt_corr && MY_STRICMP(bt_corr,"PostProcRes")==0);
|
|
|
|
/* Create blob trajectory analysis module: */
|
|
param.pBTA = NULL;
|
|
if(pBTAnalysisModule && pBTAnalysisModule->create)
|
|
{
|
|
param.pBTA = pBTAnalysisModule->create();
|
|
param.pBTA->SetFileName(bta_data_name);
|
|
}
|
|
if(param.pBTA)
|
|
{
|
|
param.pBTA->SetNickName(pBTAnalysisModule->nickname);
|
|
set_params(argc, argv, param.pBTA, "bta", pBTAnalysisModule->nickname);
|
|
}
|
|
|
|
/* Create whole pipline: */
|
|
pTracker = cvCreateBlobTrackerAuto1(¶m);
|
|
if(!pTracker)
|
|
puts("Can not create BlobTrackerAuto");
|
|
}
|
|
|
|
{ /* Load states of each module from state file: */
|
|
CvFileStorage* fs = NULL;
|
|
if(loadstate_name)
|
|
fs=cvOpenFileStorage(loadstate_name,NULL,CV_STORAGE_READ);
|
|
if(fs)
|
|
{
|
|
printf("Load states for modules...\n");
|
|
if(param.pBT)
|
|
{
|
|
CvFileNode* fn = cvGetFileNodeByName(fs,NULL,"BlobTracker");
|
|
param.pBT->LoadState(fs,fn);
|
|
}
|
|
|
|
if(param.pBTA)
|
|
{
|
|
CvFileNode* fn = cvGetFileNodeByName(fs,NULL,"BlobTrackAnalyser");
|
|
param.pBTA->LoadState(fs,fn);
|
|
}
|
|
|
|
if(pTracker)
|
|
{
|
|
CvFileNode* fn = cvGetFileNodeByName(fs,NULL,"BlobTrackerAuto");
|
|
pTracker->LoadState(fs,fn);
|
|
}
|
|
|
|
cvReleaseFileStorage(&fs);
|
|
printf("... Modules states loaded\n");
|
|
}
|
|
} /* Load states of each module. */
|
|
|
|
{ /* Print module parameters: */
|
|
struct DefMMM
|
|
{
|
|
CvVSModule* pM;
|
|
const char* name;
|
|
} Modules[] = {
|
|
{(CvVSModule*)param.pFG,"FGdetector"},
|
|
{(CvVSModule*)param.pBD,"BlobDetector"},
|
|
{(CvVSModule*)param.pBT,"BlobTracker"},
|
|
{(CvVSModule*)param.pBTGen,"TrackGen"},
|
|
{(CvVSModule*)param.pBTPP,"PostProcessing"},
|
|
{(CvVSModule*)param.pBTA,"TrackAnalysis"},
|
|
{NULL,NULL}
|
|
};
|
|
int i;
|
|
for(i=0; Modules[i].name; ++i)
|
|
{
|
|
if(Modules[i].pM)
|
|
print_params(Modules[i].pM,Modules[i].name,log_name);
|
|
}
|
|
} /* Print module parameters. */
|
|
|
|
/* Run pipeline: */
|
|
RunBlobTrackingAuto( pCap, pTracker, fgavi_name, btavi_name );
|
|
|
|
{ /* Save state and release modules: */
|
|
CvFileStorage* fs = NULL;
|
|
if(savestate_name)
|
|
{
|
|
fs=cvOpenFileStorage(savestate_name,NULL,CV_STORAGE_WRITE);
|
|
}
|
|
if(fs)
|
|
{
|
|
cvStartWriteStruct(fs,"BlobTracker",CV_NODE_MAP);
|
|
if(param.pBT)param.pBT->SaveState(fs);
|
|
cvEndWriteStruct(fs);
|
|
cvStartWriteStruct(fs,"BlobTrackerAuto",CV_NODE_MAP);
|
|
if(pTracker)pTracker->SaveState(fs);
|
|
cvEndWriteStruct(fs);
|
|
cvStartWriteStruct(fs,"BlobTrackAnalyser",CV_NODE_MAP);
|
|
if(param.pBTA)param.pBTA->SaveState(fs);
|
|
cvEndWriteStruct(fs);
|
|
cvReleaseFileStorage(&fs);
|
|
}
|
|
if(param.pBT)cvReleaseBlobTracker(¶m.pBT);
|
|
if(param.pBD)cvReleaseBlobDetector(¶m.pBD);
|
|
if(param.pBTGen)cvReleaseBlobTrackGen(¶m.pBTGen);
|
|
if(param.pBTA)cvReleaseBlobTrackAnalysis(¶m.pBTA);
|
|
if(param.pFG)cvReleaseFGDetector(¶m.pFG);
|
|
if(pTracker)cvReleaseBlobTrackerAuto(&pTracker);
|
|
|
|
} /* Save state and release modules. */
|
|
|
|
if(pCap)
|
|
cvReleaseCapture(&pCap);
|
|
|
|
return 0;
|
|
|
|
} /* main() */
|