以下代码实现了几个简单的图像处理,主要包括:平滑(Smooth)、开操作(Open)、闭操作(Close)、膨胀(dilate)、腐蚀(Erode)、图像梯度(Gradient)、顶帽(TopHat)、黑帽(BlackHat)等。程序代码如下:

 1 #include <cv.h>
 2 #include <highgui.h>
 3 
 4 #pragma comment(lib,"cv.lib");
 5 #pragma comment(lib,"highgui.lib");
 6 
 7 int main(int argc,char**argv)
 8 {
 9     IplImage*src=NULL;
10     IplImage*dst=NULL;
11     cvNamedWindow("Source Process",CV_WINDOW_AUTOSIZE);
12     cvNamedWindow("Processing Image",CV_WINDOW_AUTOSIZE);
13     IplConvKernel*kernel=cvCreateStructuringElementEx(6,6,2,3,CV_SHAPE_ELLIPSE);
14 
15     src=argc<=2?cvLoadImage("lena.jpg"):cvLoadImage(argv[1]);
16     dst=cvCreateImage(cvGetSize(src),IPL_DEPTH_8U,src->nChannels);
17 
18     cvShowImage("Source Process",src);
19     //cvSmooth(src,dst,CV_GAUSSIAN);                            //Smooth operation(include:CV_BLUR CV_BLUR_NO_SCALE CV_MEDIAN CV_GAUSSIAN CV_BILATERAL)
20     //cvErode(src,dst);                                         //Erode operation
21     cvDilate(src,dst);                                        //Dilate operation
22     //cvMorphologyEx(src,dst,NULL,kernel,CV_MOP_TOPHAT);            //Other image operations(include:CV_COM_OPEN CV_MOP_CLOSE CV_MOP_GRADIENT CV_MOP_TOPHAT CV_MOP_BLACKHAT)
23     cvShowImage("Processing Image",dst);
24     cvSaveImage("CV_DILATE.jpg",dst);
25 
26     while(1)                                                                                                                                                                    
27         if(cvWaitKey(100)==27)
28             break;
29 
30     cvDestroyWindow("Processing Image");
31     cvDestroyWindow("Source Image");
32     cvReleaseImage(&src);
33     cvReleaseImage(&dst);
34 
35     return 0;
36 }

其中:

     可以将Erode看做图像与Kernel的减操作,而Dilate看做加操作,且:

               Open(src)=Erode(src)+Dilate(src)

               Close(src)=Dilate(src)+Erode(src)

               Gradient(src)=Dilate(src)-Erode(src)

               TopHat(src)=src-open(src)

               BlackHat(src)=close(src)-src

     以Open操作为例,当迭代次数iteration为2时,表示:Erode(src)+Erode(src)+Dilate(src)+Dilate(src),而非:Erode(src)+Dilate(src)+Erode(src)+Dilate(src).

Posted on 2008-11-04 23:03  leivo  阅读(1993)  评论(1编辑  收藏  举报