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    發(fā)布日期: 2021-06-04
  • 語(yǔ)言: Matlab
  • 標(biāo)簽: 圖像融合??

資源簡(jiǎn)介

PCA和IHS圖像融合的matlab源代碼,學(xué)習(xí)這方面的試試吧

資源截圖

代碼片段和文件信息

clear
g_R=0;
g_G=0;
g_B=0;
h_R=0;
h_G=0;
h_B=0;
fenzi_R=0;
fenzi_G=0;
fenzi_B=0;
fenmu_up_R=0;
fenmu_up_G=0;
fenmu_up_B=0;
fenmu_low_R=0;
fenmu_low_G=0;
fenmu_low_B=0;
tableR=[];
tableG=[];
tableB=[];
up=imread(‘high.jpg‘);?????????%讀圖像
low=imread(‘low.jpg‘);

figure(1)
imshow(up);?????????????????????????????????????%讀RGB數(shù)值

[MNcolor]=size(up);

title(‘加權(quán)-RGB表示的高分辨率圖像‘);

figure(2)
imshow(low);?
title(‘加權(quán)-RGB表示的低分辨率圖像‘);
r=double(up(::1));
g=double(up(::2));
b=double(up(::3));
r_low=double(low(::1));
g_low=double(low(::2));
b_low=double(low(::3));
RGB(::1)=0.5*r+0.5*r_low;
RGB(::2)=0.5*g+0.5*g_low;
RGB(::3)=0.5*b+0.5*b_low;
R=RGB(::1);
G=RGB(::2);
B=RGB(::3);
RGB=uint8(round(RGB));???
figure(3)
imshow(RGB)
title(‘加權(quán)-RGB轉(zhuǎn)化后的圖像‘);




??????????????%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
??????????????%???????????????????????下面是計(jì)算平均梯度G??????????????????????????%
??????????????%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%?????


for?ii=1:M-1
????for?jj=1:N-1
????????g_R=g_R+sqrt((((r(ii+1jj)-r(iijj))^2+(r(iijj+1)-r(iijj))^2))/2);
????????g_G=g_G+sqrt((((g(ii+1jj)-g(iijj))^2+(g(iijj+1)-g(iijj))^2))/2);
????????g_B=g_B+sqrt((((b(ii+1jj)-b(iijj))^2+(b(iijj+1)-b(iijj))^2))/2);

????end
end
fprintf(‘\n\n???highR的清晰度為:%.4f\n???highG的清晰度為:%.4f\n???highG的清晰度為:%.4f‘...
????????????g_R/(M-1)/(N-1)g_G/(M-1)/(N-1)g_B/(M-1)/(N-1));??????????????
??????????????
g_R=0;
g_G=0;
g_B=0;
??????????????

for?ii=1:M-1
????for?jj=1:N-1
????????g_R=g_R+sqrt((((r_low(ii+1jj)-r_low(iijj))^2+(r_low(iijj+1)-r_low(iijj))^2))/2);
????????g_G=g_G+sqrt((((g_low(ii+1jj)-g_low(iijj))^2+(g_low(iijj+1)-g_low(iijj))^2))/2);
????????g_B=g_B+sqrt((((b_low(ii+1jj)-b_low(iijj))^2+(b_low(iijj+1)-b_low(iijj))^2))/2);

????end
end
fprintf(‘\n\n???lowR的清晰度為:%.4f\n???lowG的清晰度為:%.4f\n???lowG的清晰度為:%.4f‘...
?????????g_R/(M-1)/(N-1)g_G/(M-1)/(N-1)g_B/(M-1)/(N-1));??????????????
??????????????
g_R=0;
g_G=0;
g_B=0;
??????

for?ii=1:M-1
????for?jj=1:N-1
????????g_R=g_R+sqrt((((R(ii+1jj)-R(iijj))^2+(R(iijj+1)-R(iijj))^2))/2);
????????g_G=g_G+sqrt((((G(ii+1jj)-G(iijj))^2+(G(iijj+1)-G(iijj))^2))/2);
????????g_B=g_B+sqrt((((B(ii+1jj)-B(iijj))^2+(B(iijj+1)-B(iijj))^2))/2);

????end
end
fprintf(‘\n\n???resultR的清晰度為:%.4f\n???resultG的清晰度為:%.4f\n???resultG的清晰度為:%.4f‘...
????????g_R/(M-1)/(N-1)g_G/(M-1)/(N-1)g_B/(M-1)/(N-1));





?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----

?????文件???????2627??2012-04-23?15:49??PCA和IHS圖像融合\add_image_use.m

?????文件??????17263??2004-06-13?15:46??PCA和IHS圖像融合\high.jpg

?????文件???????2870??2012-04-23?15:45??PCA和IHS圖像融合\IHS_use.m

?????文件??????20091??2004-06-14?20:04??PCA和IHS圖像融合\IHS融合.JPG

?????文件??????12150??2004-06-13?15:47??PCA和IHS圖像融合\low.jpg

?????文件???????5678??2012-04-23?15:46??PCA和IHS圖像融合\PCA_Fusio_use.m

?????文件??????19390??2004-06-14?20:06??PCA和IHS圖像融合\PCA融合.JPG

?????文件??????15238??2004-06-14?20:00??PCA和IHS圖像融合\加權(quán)融合.JPG

?????目錄??????????0??2012-07-24?09:07??PCA和IHS圖像融合

-----------?---------??----------?-----??----

????????????????95307????????????????????9


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