資源簡(jiǎn)介
可以實(shí)現(xiàn),簡(jiǎn)潔易懂,根據(jù)論文所編。包括對(duì)灰度圖像,彩色(RGB)圖像進(jìn)行雙邊濾波。既能平滑圖像,用能保持邊緣信息。

代碼片段和文件信息
function?g=bilateral_color(f)
%?f為待處理的彩色圖像,必須歸一化到【01】范圍內(nèi)
%?對(duì)于彩色圖像,像素值的接近與否不能用RGB空間值,建議使用CIE顏色空間
%applycform用于顏色空間轉(zhuǎn)換,格式為:
%?cform=makecform(‘srgb2lab‘);?
%?f=applycform(fcform);
figureimshow(f[]);
f=double(f)/255;
f=applycform(fmakecform(‘srgb2lab‘));
[mnc]=size(f);
r=5;
fr=padarray(f[rr]‘symmetric‘);
sigma_s=input(‘input?spatial?similarity:‘);?%?2?4?8……
sigma_r=input(‘input?range?similarity:‘);?%?0.1?0.2?0.4……
sigma_r=sigma_r*100;
w1=fspecial(‘gaussian‘[2*r+12*r+1]sigma_s);
h=waitbar(0‘wait……‘);
for?i=r+1:r+m
????for?j=r+1:r+n
????????diffpix(::1)=fr(i-r:i+rj-r:j+r1)-fr(ij1);?%?計(jì)算像素差值
????????diffpix(::2)=fr(i-r:i+rj-r:j+r2)-fr(ij2);
????????diffpix(::3)=fr(i-r:i+rj-r:j+r3)-fr(ij3);
?
????????w2=exp(-(diffpix(::1).^2+diffpix(::2).^2+diffpix(::3).^2)/(2*sigma_r.^2));
????????
????????w=w1.*w2;
?????????
?????????fr(ij1)=sum(fr(i-r:i+rj-r:j+r1).*w)/sum(w);
?????????fr(ij2)=sum(fr(i-r:i+rj-r:j+r2).*w)/sum(w);
?????????fr(ij3)=sum(fr(i-r:i+rj-r:j+r3).*w)/sum(w);
????end
????waitbar(i/m);
end
close(h);
g(::1)=fr(r+1:r+mr+1:r+n1);
g(::2)=fr(r+1:r+mr+1:r+n2);
g(::3)=fr(r+1:r+mr+1:r+n3);
g=applycform(gmakecform(‘lab2srgb‘));
figureimshow(g[]);
end
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?屬性????????????大小?????日期????時(shí)間???名稱(chēng)
-----------?---------??----------?-----??----
?????文件???????1499??2014-08-10?08:36??bilateral_color.m
?????文件????????295??2014-08-10?08:47??bilateral_filter.m
?????文件???????1000??2014-08-10?09:05??bilateral_gray.m
?????文件??????16439??2014-08-09?07:44??hui1.jpg
?????文件??????16937??2014-08-09?07:45??yellowrose.jpg
-----------?---------??----------?-----??----
????????????????36170????????????????????5
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