資源簡(jiǎn)介
融合.zip
代碼片段和文件信息
clear
I1=imread(‘C:\Users\攀攀\Desktop\融合\spot.bmp‘);
I2=imread(‘C:\Users\攀攀\Desktop\融合\tm_743.bmp‘);
I1=double(I1);
I2=double(I2);
mI1=mean2(I1);
I2r=I2(::1);
I2g=I2(::2);
I2b=I2(::3);
mI2r=mean2(I2r);
mI2g=mean2(I2g);
mI2b=mean2(I2b);
%加權(quán)融合
r_r=sum(sum((I1-mI1).*(I2r-mI2r)))/(sqrt(sum(sum((I1-mI1).^2))*sum(sum((I2r-mI2r).^2))));
r_g=sum(sum((I1-mI1).*(I2g-mI2g)))/(sqrt(sum(sum((I1-mI1).^2))*sum(sum((I2g-mI2g).^2))));
r_b=sum(sum((I1-mI1).*(I2b-mI2b)))/(sqrt(sum(sum((I1-mI1).^2))*sum(sum((I2b-mI2b).^2))));
RHr=((1+abs(r_r)).*I1+(1-abs(r_r)).*I2r)/2;
RHg=((1+abs(r_g)).*I1+(1-abs(r_g)).*I2g)/2;
RHb=((1+abs(r_b)).*I1+(1-abs(r_b)).*I2b)/2;
RH1=cat(3RHrRHgRHb);%融合成三維
RH1=uint8(RH1);
%比值變換
B1=I2r;
B2=I2g;
B3=I2b;
D=I1;
DB1=(B1./(B1+B2+B3)).*D;
DB2=(B2./(B1+B2+B3)).*D;
DB3=(B3./(B1+B2+B3)).*D;
RH2=cat(3DB1DB2DB3);
RH2=uint8(RH2);
%乘積變換
db1=D.*B1/mI1;
db2=D.*B2/mI1;
db3=D.*B3/mI1;
RH3=cat(3db1db2db3);
RH3=uint8(RH3);
%融合后圖像顯示
subplot(131);imshow(RH1);title(‘加權(quán)融合后圖像‘);
subplot(132);imshow(RH2);title(‘比值變換后圖像‘);
subplot(133);imshow(RH3);title(‘乘積變換后圖像‘);
%融合效果評(píng)價(jià)
RH1=double(RH1);
RH2=double(RH2);
RH3=double(RH3);
hdr?=?mI2r;
hdg?=?mI2g;
hdb?=?mI2b;??%原始多光譜影像
hd1r?=?mean2(RH1(::1));
hd1g?=?mean2(RH1(::2));
hd1b?=?mean2(RH1(::3));???%加權(quán)融合后
hd2r?=?mean2(RH2(::1));
hd2g?=?mean2(RH2(::2));
hd2b?=?mean2(RH2(::3));????%比值變換后
hd3r?=?mean2(RH3(::1));
hd3g?=?mean2(RH3(::2));
hd3b?=?mean2(RH3(::3));????%乘積變換后
%相關(guān)系數(shù)
r1R?=?sum(sum((I2r?-?hdr).*(RH1(::1)?-?hd1r)))?/?sqrt((sum(sum((I2r?-?hdr).*(I2r?-?hdr))))?*?(sum(sum((RH1(::1)?-?hd1r).*(RH1(::1)?-?hd1r)))));
r1G?=?sum(sum((I2g?-?hdg).*(RH1(::2)?-?hd1g)))?/?sqrt((sum(sum((I2g?-?hdg).*(I2g?-?hdg))))?*?(sum(sum((RH1(::2)?-?hd1g).*(RH1(::2)?-?hd1g)))));
r1B?=?sum(sum((I2b?-?hdb).*(RH1(::3)?-?hd1b)))?/?sqrt((sum(sum((I2b?-?hdb).*(I2b?-?hdb))))?*?(sum(sum((RH1(::3)?-?hd1b).*(RH1(::3)?-?hd1b)))));
r2R?=?sum(sum((I2r?-?hdr).*(RH2(::1)?-?hd2r)))?/?sqrt((sum(sum((I2r?-?hdr).*(I2r?-?hdr))))?*?(sum(sum((RH2(::1)?-?hd2r).*(RH2(::1)?-?hd2r)))));
r2G?=?sum(sum((I2g?-?hdg).*(RH2(::2)?-?hd2g)))?/?sqrt((sum(sum((I2g?-?hdg).*(I2g?-?hdg))))?*?(sum(sum((RH2(::2)?-?hd2g).*(RH2(::2)?-?hd2g)))));
r2B?=?sum(sum((I2b?-?hdb).*(RH2(::3)?-?hd2b)))?/?sqrt((sum(sum((I2b?-?hdb).*(I2b?-?hdb))))?*?(sum(sum((RH2(::3)?-?hd2b).*(RH2(::3)?-?hd2b)))));
r3R?=?sum(sum((I2r?-?hdr).*(RH3(::1)?-?hd3r)))?/?sqrt((sum(sum((I2r?-?hdr).*(I2r?-?hdr))))?*?(sum(sum((RH3(::1)?-?hd3r).*(RH3(::1)?-?hd3r)))));
r3G?=?sum(sum((I2g?-?hdg).*(RH3(::2)?-?hd3g)))?/?sqrt((sum(sum((I2g?-?hdg).*(I2g?-?hdg))))?*?(sum(sum((RH3(::2)?-?hd3g).*(RH3(::2)?-?hd3g)))));
r3B?=?sum(sum((I2b?-?hdb).*(RH3(::3)?-?hd3b)))?/?sqrt((sum(sum((I2b?-?hdb).*(I2b?-?hdb))))?*?(sum(sum((RH3(::3)?-?hd3b).*(RH3(::3)?-?hd3b)))));
%均值偏差:
b1R?=?abs(hdr?-?hd1r)?/?hd1r;
b1G?=?abs(hdg?-?hd1g)?/?hd1g;
b1B?=?abs(hdb?-?hd1b)?/?hd1b;
b2R?=?abs(hdr
?屬性????????????大小?????日期????時(shí)間???名稱(chēng)
-----------?---------??----------?-----??----
?????文件????????3966??2015-10-29?13:57??融合\Fusion.m
?????文件??????187904??2015-10-29?14:54??融合\Thumbs.db
?????文件????17241982??2015-10-21?20:01??融合\spot.bmp
?????文件????51689158??2015-10-22?15:03??融合\tm_743.bmp
?????文件?????????305??2015-10-29?16:49??融合\融合精度.txt
?????目錄???????????0??2015-10-29?13:58??融合\
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