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  • 利用OPENCV写的从视频中提取图片样本的小程序

    做机器学习的,经常要提取样本图片,所有写了这个小工具

    /********************************************************************************************************************************************
    //从视频中提取样本图片的工具小程序
    //lian 2011.7.12
    *******************************************************************************************************************************************/


    #include <opencv2/video/tracking.hpp>
    #include <opencv2/imgproc/imgproc.hpp>
    #include <opencv2/highgui/highgui.hpp>

    #include <iostream>
    #include <ctype.h>

    using namespace cv;
    using namespace std;

    //全局变量
    Mat image;

    bool selectObject = false;
    int trackObject = 0;
    bool showHist = true;
    Point origin;
    Rect selection;

    //图片计数
    int imgCarNum = 0;
    int imgPersonNum = 0;
    int imgPerGroupNum = 0;

    void help()
    {
     cout << "\nThis is a demo get object picture from video\n"
      << endl;

     cout<<"\nUsage:\n"
      "program videoname imgCarNum imgPersonNum imgPerGroupNum\n"<<endl;

     cout << "\n\nHot keys: \n"
      "\tESC - T\n"
      "\tc - save object type is car\n"
      "\tp - save object type is people\n"
      "\ts - save object type is people group\n"
      "To initialize , select the object with mouse\n" << endl;
    }


    void onMouse( int event, int x, int y, int, void* )
    //响应鼠标拖动,获得矩形区域
    {
     if( selectObject )
     {
      selection.x = MIN(x, origin.x);
      selection.y = MIN(y, origin.y);
      selection.width = std::abs(x - origin.x);
      selection.height = std::abs(y - origin.y);

      selection &= Rect(0, 0, image.cols, image.rows);
     }
     switch( event )
     {
     case CV_EVENT_LBUTTONDOWN:
      origin = Point(x,y);
      selection = Rect(x,y,0,0);
      selectObject = true;
      break;
     case CV_EVENT_LBUTTONUP:
      selectObject = false;
      if( selection.width > 0 && selection.height > 0 )
       trackObject = -1;
      break;
     }
    }//onMouse


    int saveImage(Mat& img)
     //保存截图,根据按键给图像命名
    {
     string filename;
     char s[10];
     char c = (char)waitKey(0);
     if( c == 27 )
      return 0;
     switch(c)
     {
     case 'p'://行人
      ++imgPersonNum;
      sprintf(s,"%ld",imgPersonNum);
      filename = "d:\\测试图片http://www.cnblogs.com/seacode/admin/file://PERSON//per"+(string) s;
      break;
     case 'c'://车
      ++imgCarNum;
      sprintf(s,"%ld",imgCarNum);
      filename = "d:\\测试图片http://www.cnblogs.com/seacode/admin/file://CAR//car" + (string) s;
      break;
     case 's'://人群
      ++imgPerGroupNum;
      sprintf(s,"%ld",imgPerGroupNum);
      filename = "d:\\测试图片http://www.cnblogs.com/seacode/admin/file://PERSONGROUP//perGroups" +(string) s;
      break;
     default:
      ;
     }
     filename +=".png";
     imwrite(filename,img); //保存图片

    }//saveImage

    int main( int argc, char** argv )
    {
     VideoCapture cap;
     Rect trackWindow;
     RotatedRect trackBox;
     int hsize = 16;
     float hranges[] = {0,180};
     const float* phranges = hranges;

     if( argc == 1 || (argc == 2 && strlen(argv[1]) == 1 && isdigit(argv[1][0])))
      cap.open(argc == 2 ? argv[1][0] - '0' : 0);
     else if( argc == 2 )
      cap.open(argv[1]);
     else if(argc>2) //指定图片文件序号
     {
      cap.open(argv[1]);
      imgCarNum = atoi(argv[2]);
      imgPersonNum = atoi(argv[3]);
      imgPerGroupNum = atoi(argv[4]);
     }

     if( !cap.isOpened() )
     {
      help();
      cout << "***Could not initialize capturing...***\n";
      return 0;
     }

     help();

     namedWindow( "ROI", 1 );
     namedWindow( "GetImage Demo", 1 );
     setMouseCallback( "GetImage Demo", onMouse, 0 );

     Mat hsv, hue, mask, hist, histimg = Mat::zeros(200, 320, CV_8UC3), backproj;

     for(;;)
     {
      Mat frame;
      cap >> frame;
      if( frame.empty() )
       break;

      frame.copyTo(image);//获取图片
      cvtColor(image, hsv, CV_BGR2HSV);

      if( trackObject )
      {
       
       if( trackObject < 0 )
       {
        Mat roi(image, selection); //获取截图
        imshow( "ROI", roi );//显示截图
        saveImage(roi);//保存截图
        
        trackWindow = selection;
        trackObject = 1;
       }

      }

      if( selectObject && selection.width > 0 && selection.height > 0 )
      {
       Mat roi(image, selection);
       bitwise_not(roi, roi);
       
      }
      imshow( "GetImage Demo", image );
      

      char c = (char)waitKey(300); //逐帧运行
      if( c == 27 )
       break;
     
     }

     return 0;
    }

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  • 原文地址:https://www.cnblogs.com/seacode/p/2108296.html
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