阿尔法均值滤波

1、图像复原的目的是从观测到的退化图像重建原始图像，它是图像处理、模式识别、机器视觉等的基础，在天文学、遥感成像、医疗图像等领域获得了重要应用。代码：I=imread(g.png);m,n=size(I);P=imnoise(I,salt & pepper,0.04);Q=imnoise(I,gaussian,0,0.02);R=imnoise(P,gaussian,0,0.02);%加椒盐噪声的三种情况A=I;%d=0d=0;for i=2:m-1 for j=2:n-1 img_turn = P(i-1:i+1,j-1:j+1); img_turn = sort(img_turn(:); im

2、g_decrese = img_turn(floor(d/2)+1:9-floor(d/2); A(i,j) = sum(img_decrese(:)/(9-d); endendB=I;%d=2d=2;for i=2:m-1 for j=2:n-1 img_turn = P(i-1:i+1,j-1:j+1); img_turn = sort(img_turn(:); img_decrese = img_turn(floor(d/2)+1:9-floor(d/2); B(i,j) = sum(img_decrese(:)/(9-d); endendC=I;%d=4d=4;for i=2:m-1

3、for j=2:n-1 img_turn = P(i-1:i+1,j-1:j+1); img_turn = sort(img_turn(:); img_decrese = img_turn(floor(d/2)+1:9-floor(d/2); C(i,j) = sum(img_decrese(:)/(9-d); endend%加高斯噪声的三种情况D=I;%d=0d=0;for i=2:m-1 for j=2:n-1 img_turn = Q(i-1:i+1,j-1:j+1); img_turn = sort(img_turn(:); img_decrese = img_turn(floor(d

4、/2)+1:9-floor(d/2); D(i,j) = sum(img_decrese(:)/(9-d); endendE=I;%d=2d=2;for i=2:m-1 for j=2:n-1 img_turn = Q(i-1:i+1,j-1:j+1); img_turn = sort(img_turn(:); img_decrese = img_turn(floor(d/2)+1:9-floor(d/2); E(i,j) = sum(img_decrese(:)/(9-d); endendF=I;%d=4d=4;for i=2:m-1 for j=2:n-1 img_turn = Q(i-1

5、:i+1,j-1:j+1); img_turn = sort(img_turn(:); img_decrese = img_turn(floor(d/2)+1:9-floor(d/2); F(i,j) = sum(img_decrese(:)/(9-d); endend%加混合噪声的三种情况G=I;%d=0d=0;for i=2:m-1 for j=2:n-1 img_turn = R(i-1:i+1,j-1:j+1); img_turn = sort(img_turn(:); img_decrese = img_turn(floor(d/2)+1:9-floor(d/2); G(i,j) =

6、 sum(img_decrese(:)/(9-d); endendH=I;%d=2d=2;for i=2:m-1 for j=2:n-1 img_turn = R(i-1:i+1,j-1:j+1); img_turn = sort(img_turn(:); img_decrese = img_turn(floor(d/2)+1:9-floor(d/2); E(i,j) = sum(img_decrese(:)/(9-d); endendJ=I;%d=4d=4;for i=2:m-1 for j=2:n-1 img_turn = R(i-1:i+1,j-1:j+1); img_turn = so

7、rt(img_turn(:); img_decrese = img_turn(floor(d/2)+1:9-floor(d/2); J(i,j) = sum(img_decrese(:)/(9-d); endendfigure;imshow(I);title(原图);figure;imshow(P);title(椒盐噪声图);figure;imshow(Q);title(高斯噪声图);figure;imshow(R);title(混合噪声图);figure;imshow(uint8(A);title(d=0时去椒盐噪声图);figure;imshow(uint8(B);title(d=2时去椒盐噪声图);figure;imshow(uint8(C);title(d=4时去椒盐噪声图);figure;imshow(uint8(D);title(d=0时去高斯噪声图);figure;imshow(uint8(E);title(d=2时去高斯噪声图);figure;imshow(uint8(F);title(d=4时去高斯噪声图);figure;imshow(uint8(G);title(d=0时去混合噪声图);figure;