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43 // Function cvRefineForegroundMaskBySegm preforms FG post-processing based on segmentation
44 // (all pixels of the segment will be classified as FG if majority of pixels of the region are FG).
46 // segments - pointer to result of segmentation (for example MeanShiftSegmentation)
47 // bg_model - pointer to CvBGStatModel structure
48 CV_IMPL void cvRefineForegroundMaskBySegm( CvSeq* segments, CvBGStatModel* bg_model )
50 IplImage* tmp_image = cvCreateImage(cvSize(bg_model->foreground->width,bg_model->foreground->height),
52 for( ; segments; segments = ((CvSeq*)segments)->h_next )
54 CvSeq seq = *segments;
55 seq.v_next = seq.h_next = NULL;
57 cvDrawContours( tmp_image, &seq, CV_RGB(0, 0, 255), CV_RGB(0, 0, 255), 10, -1);
58 int num1 = cvCountNonZero(tmp_image);
59 cvAnd(tmp_image, bg_model->foreground, tmp_image);
60 int num2 = cvCountNonZero(tmp_image);
62 cvDrawContours( bg_model->foreground, &seq, CV_RGB(0, 0, 255), CV_RGB(0, 0, 255), 10, -1);
64 cvDrawContours( bg_model->foreground, &seq, CV_RGB(0, 0, 0), CV_RGB(0, 0, 0), 10, -1);
66 cvReleaseImage(&tmp_image);
72 cvSegmentFGMask( CvArr* _mask, int poly1Hull0, float perimScale,
73 CvMemStorage* storage, CvPoint offset )
75 CvMat mstub, *mask = cvGetMat( _mask, &mstub );
76 CvMemStorage* tempStorage = storage ? storage : cvCreateMemStorage();
79 CvContourScanner scanner;
82 cvMorphologyEx( mask, mask, 0, 0, CV_MOP_OPEN, 1 );
83 cvMorphologyEx( mask, mask, 0, 0, CV_MOP_CLOSE, 1 );
85 // find contours around only bigger regions
86 scanner = cvStartFindContours( mask, tempStorage,
87 sizeof(CvContour), CV_RETR_EXTERNAL, CV_CHAIN_APPROX_SIMPLE, offset );
89 while( (c = cvFindNextContour( scanner )) != 0 )
91 double len = cvContourPerimeter( c );
92 double q = (mask->rows + mask->cols)/perimScale; // calculate perimeter len threshold
93 if( len < q ) //Get rid of blob if it's perimeter is too small
94 cvSubstituteContour( scanner, 0 );
95 else //Smooth it's edges if it's large enough
98 if( poly1Hull0 ) //Polygonal approximation of the segmentation
99 newC = cvApproxPoly( c, sizeof(CvContour), tempStorage, CV_POLY_APPROX_DP, 2, 0 );
100 else //Convex Hull of the segmentation
101 newC = cvConvexHull2( c, tempStorage, CV_CLOCKWISE, 1 );
102 cvSubstituteContour( scanner, newC );
106 contours = cvEndFindContours( &scanner );
108 // paint the found regions back into the image
110 for( c=contours; c != 0; c = c->h_next )
111 cvDrawContours( mask, c, cvScalarAll(255), cvScalarAll(0), -1, CV_FILLED, 8,
112 cvPoint(-offset.x,-offset.y));
114 if( tempStorage != storage )
116 cvReleaseMemStorage( &tempStorage );