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  • OpenCV计算物体的重心坐标(2值图像)

    效果图:


    代码:


    // FindGravity.cpp : 定义控制台应用程序的入口点。
    //
    
    #include "stdafx.h"
    #include <iostream>
    #include <string>
    #include "cv.h" 
    #include "highgui.h" 
    
    
    
    
    #include <opencv2/core/core.hpp>  
    #include <opencv2/highgui/highgui.hpp>
    
    
    #pragma comment(lib,"opencv_core2410d.lib")                
    #pragma comment(lib,"opencv_highgui2410d.lib")                
    #pragma comment(lib,"opencv_imgproc2410d.lib")   
    
    using namespace std;
    using namespace cv;
    
    
    void FindGravity()
    {
    	
    }
    /** 计算二值图像的重心
    * @param[in] src  输入的待处理图像
    * @param[out] center 重心坐标
    * @retval 0  操作成功
    * @retval -1 操作失败
    * @note 输入图像是二值化图像
    * @note xc=M10/M00, yc=M01/M00, 其中 Mx_order,y_order=SUMx,y(I(x,y)*x^x_order*y^y_order)
     */
     static int aoiGravityCenter(IplImage *src, CvPoint ¢er)
     {
      //if(!src)
      // return GRAVITYCENTER__SRC_IS_NULL;
      double m00, m10, m01;
      CvMoments moment;
      cvMoments( src, &moment, 1);
      m00 = cvGetSpatialMoment( &moment, 0, 0 );
      if( m00 == 0) 
       return 1;
      m10 = cvGetSpatialMoment( &moment, 1, 0 );
      m01 = cvGetSpatialMoment( &moment, 0, 1 );
      center.x = (int) (m10/m00);
      center.y = (int) (m01/m00);
      return 0;
     } 
    
     IplImage* binary_image(IplImage* src)
     {
    	 
    
    		// cvThreshold( src, src, 100, 255, CV_THRESH_BINARY );//100 is the thredhold 
    		 IplImage* one_channel = cvCreateImage(cvSize(src->width,src->height),IPL_DEPTH_8U,0);
    		
    		 for(int y = 0;y < src->height;y++)
    		 {
    			 char *ptr= src->imageData + y * src->widthStep;
    			 char *p_one_channel = one_channel->imageData + y * one_channel->widthStep;
    			 for(int x = 0;x < src->width;x++)
    			 {
    				 int temp = ptr[3*x];
    				 if (temp != 0)//不是黑色也就是说不是背景
    				 {
    					 p_one_channel[x] = 255;//设置为白色
    				 }
    				 else
    				 {
    					 p_one_channel[x] = 0;
    
    				 }
    				 //ptr[3*x]=
    				 //ptr[3*x+1]=
    				 //ptr[3*x+2]=; 
    			 }
    		 }
    		 return one_channel;
    
    
     }
    
    int _tmain(int argc, _TCHAR* argv[])
    {
    	string str_name = "seg_right.bmp";
    
    	IplImage* src; 
    	IplImage* draw = cvLoadImage(str_name.c_str(),1);//绘制重心的图像
    	
    	if ((src = cvLoadImage(str_name.c_str(),1))!=0)
    	{
    		//src = binary_image(src);
    		cvNamedWindow( "binary image", 1 ); 
    		cvShowImage( "binary image", binary_image(src) );
    	}
    	CvPoint xy;
    	aoiGravityCenter(binary_image(src),xy);
    	cout<<xy.x<<endl;
    	cout<<xy.y<<endl;
    
    
    	cvCircle(draw,cvPoint(xy.x,xy.y),3,CV_RGB(0,0,255),5);
    
    	cvNamedWindow( "重心", 1 ); 
    	cvShowImage( "重心", draw ); 
    
    	cvWaitKey(0);
    	return 0;
    }
    




    我调试好的工程:点击打开链接

    http://download.csdn.net/detail/wangyaninglm/9389338 

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  • 原文地址:https://www.cnblogs.com/wuyida/p/6301298.html
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