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初级会员
注册日期: 2009-06-01
年龄: 39
帖子: 1
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I=imread('c:\BGA\aa.jpg');
X=double(I); save dian.mat X load dian wname='sym4'; n=3; [c,s]=wavedec2(X,n,wname); for i=1:3 step(i)=s((i+1),1)*s((i+1),2); end num(1,1)=s(1,1)*s(1,2)+1; %获取各层各高频分量在c向量中的坐标 num(1,2)=num(1,1)+s(2,1)*s(2,2); num(1,3)=num(1,2)+s(2,1)*s(2,2); num(2,1)=num(1,3)+s(2,1)*s(2,2); num(2,2)=num(2,1)+s(3,1)*s(3,2); num(2,3)=num(2,2)+s(3,1)*s(3,2); num(3,1)=num(2,3)+s(3,1)*s(3,2); num(3,2)=num(3,1)+s(4,1)*s(4,2); num(3,3)=num(3,2)+s(4,1)*s(4,2); m=0.02; C=c; for i=1:3 [H,V,D]=detcoef2('a',c,s,i);%提取第i层各高频系数 B=[H V D]; [L,T]=size(B); for k=1:L for w=1:T sigma=median(abs(B(k,w)))/0.6745; end end th=sigma*sqrt(2*log10(L*T));%计算阈值 ch=c(1,num(4-i,1):num(4-i,3)+step(4-i)-1);%对各高频系数进行阈值处理 chl=length(ch); for j=1:chl if abs(ch(j))>=th ch(j)=sign(ch(j))*(abs(ch(j))-2*th/(1+exp(m*(ch(j)^2))));%阈值处理函数 else ch(j)=0; end end C(1,num(4-i,1):num(4-i,3)+step(4-i)-1)=ch(1,1:chl); end X0=waverec2(C,s,wname); disp('去噪后图像信噪比为:'),sndz=10*log10(sum(sum(double(X).^2))/sum(sum((double(X)-double(X0)).^2))) figure(1) imshow(I) title('原图像') figure(2) imshow(X0,[]) title('去噪后图像') 此帖于 2009-06-02 10:13 被 yanni_yy 编辑。 |
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