運動物體目標檢測實現—基於OpenCV
阿新 • • 發佈:2018-12-29
#include #include #include #include int main( int argc, char** argv ) //宣告IplImage指標 IplImage* pFrame = NULL; IplImage* pFrImg = NULL; IplImage* pBkImg = NULL; CvMat* pFrameMat = NULL; CvMat* pFrMat = NULL; CvMat* pBkMat = NULL; CvCapture* pCapture = NULL; int nFrmNum = 0; //建立視窗 cvNamedWindow("video", 1); cvNamedWindow("background",1); cvNamedWindow("foreground",1); //使視窗有序排列 cvMoveWindow("video", 30, 0); cvMoveWindow("background", 360, 0); cvMoveWindow("foreground", 690, 0); argc = 1; if( argc > 2 ) { fprintf(stderr, "Usage: bkgrd [video_file_name]\n"); return -1; } //開啟攝像頭 if (argc ==1) if( !(pCapture = cvCaptureFromCAM(-1))) { fprintf(stderr, "Can not open camera.\n"); return -2; } //開啟視訊檔案 if(argc == 2) if( !(pCapture = cvCaptureFromFile(argv[1]))) { fprintf(stderr, "Can not open video file %s\n", argv[1]); return -2; } //逐幀讀取視訊 while(pFrame = cvQueryFrame( pCapture )) { nFrmNum++; //如果是第一幀,需要申請記憶體,並初始化 if(nFrmNum == 1) { pBkImg = cvCreateImage(cvSize(pFrame->width, pFrame->height), IPL_DEPTH_8U,1); pFrImg = cvCreateImage(cvSize(pFrame->width, pFrame->height), IPL_DEPTH_8U,1); pBkMat = cvCreateMat(pFrame->height, pFrame->width, CV_32FC1); pFrMat = cvCreateMat(pFrame->height, pFrame->width, CV_32FC1); pFrameMat = cvCreateMat(pFrame->height, pFrame->width, CV_32FC1); //轉化成單通道影象再處理 cvCvtColor(pFrame, pBkImg, CV_BGR2GRAY); cvCvtColor(pFrame, pFrImg, CV_BGR2GRAY); cvConvert(pFrImg, pFrameMat); cvConvert(pFrImg, pFrMat); cvConvert(pFrImg, pBkMat); } else { cvCvtColor(pFrame, pFrImg, CV_BGR2GRAY); cvConvert(pFrImg, pFrameMat); //先高斯濾波,以平滑影象 //cvSmooth(pFrameMat, pFrameMat, CV_GAUSSIAN, 3, 0, 0); //當前幀跟背景圖相減 cvAbsDiff(pFrameMat, pBkMat, pFrMat); //二值化前景圖 cvThreshold(pFrMat, pFrImg, 60, 255.0, CV_THRESH_BINARY); //進行形態學濾波,去掉噪音 //cvErode(pFrImg, pFrImg, 0, 1); //cvDilate(pFrImg, pFrImg, 0, 1); //更新背景 cvRunningAvg(pFrameMat, pBkMat, 0.003, 0); //將背景轉化為影象格式,用以顯示 cvConvert(pBkMat, pBkImg); //顯示影象 cvShowImage("video", pFrame); cvShowImage("background", pBkImg); cvShowImage("foreground", pFrImg); //如果有按鍵事件,則跳出迴圈 //此等待也為cvShowImage函式提供時間完成顯示 //等待時間可以根據CPU速度調整 if( cvWaitKey(2) >= 0 ) break; } } //銷燬視窗 cvDestroyWindow("video"); cvDestroyWindow("background"); cvDestroyWindow("foreground"); //釋放影象和矩陣 cvReleaseImage(&pFrImg); cvReleaseImage(&pBkImg); cvReleaseMat(&pFrameMat); cvReleaseMat(&pFrMat); cvReleaseMat(&pBkMat); cvReleaseCapture(&pCapture); return 0; }