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分水岭算法处理图像分割

01.I= imread('D:\Images\pic_loc\1870405130305041503.jpg');      
02.imshow(I);  
03.h=fspecial('sobel'); %h = fspecial(type) creates a two-dimensional filter h of the specified type. fspecial returns h as  
04.                     %a correlation kernel, which is the appropriate form to use with imfilter. type is a string having one of these values.   
05.fd=double(I);%double使数据变成双精度  
06.g=sqrt(imfilter(fd,h,'replicate').^2+imfilter(fd,h','replicate').^2);  
07.figure;  
08.imshow(g);  
09.g2=imclose(imopen(g,ones(3,3)),ones(3,3));  
10.figure;  
11.imshow(g2);  
12.im=imextendedmin(g2,10);   %  
13.Lim=watershed(bwdist(im)); %watershed分水岭算法 Lim的值greater than or equal to 0,等于0是分水岭脊像素  
14.em=Lim==0;  
15.g3=imimposemin(g2,im|em);  
16.g4=watershed(g3);  
17.figure;  
18.imshow(g4);  
19.g5=I;  
20.g5(g4==0)=255;  
21.figure;  
22.imshow(g5);  

 

posted on 2012-06-19 16:56  技术蛀虫  阅读(383)  评论(0)    收藏  举报