資源簡(jiǎn)介
medical image thresholding using modified SFLA
代碼片段和文件信息
function?main()
clear?all
close?all
clc
global?chrom?oldpop?fitness?lchrom??popsize?cross_rate?mutation_rate?yuzhisum
global?maxgen??m?n?fit?gen?yuzhi?A?B?C?oldpop1?popsize1?b?b1?fitness1?yuzhi1
A=imread(‘D:/anis/1/bld.png‘);?????
A=imresize(A10);
B=rgb2gray(A);?????????
C=imresize(B0.1);????
lchrom=8;??????????????
popsize=10;??
F=lchrom*popsize;
cross_rate=0.7;????????
mutation_rate=0.4;?????
maxgen=20;????????????
[mn]=size(C);
imshow(C);
initpop;
imshow(oldpop);
?for?gen=1:maxgen
???fitness_order()???
?end
?result=floor(yuzhi(1gen))
?C=imresize(B0.3);
imshow(A);
title(‘原始道路圖像‘)
???figure;
subplot(121)
imshow(C);
title(‘原始道路的灰度圖‘)
[mn]=size(C);
for?i=1:m
????for?j=1:n
????????if?C(ij)<=result
????????????C(ij)=255;
????????else
????????????C(ij)=0;
????????end
????end
end
se1=strel(‘square‘3);???????????????
SI1=imerode(Cse1);
BW=C-SI1;
subplot(122)
imshow(BW);
title(‘閾值分割后的道路圖‘);
function?initpop()
global?lchrom?oldpop?popsize?chrom?C
for?i=1:popsize
????chrom=rand(1lchrom);
????for?j=1:lchrom
????????if?chrom(1j)<0.5
????????????chrom(1j)=0;
???????else?
???????????chrom(1j)=1;
????????end
????end
????oldpop(i1:lchrom)=chrom;????
end
function?fitness_order()
global?lchrom?oldpop?fitness?popsize?chrom?fit?gen?C?m?n?F?fitness1?yuzhisum
global?lowsum?higsum?u1?u2?yuzhi?gen?oldpop1?popsize1?b1?b?yuzhi1?
for?i=1:popsize
????lowsum=0;
????higsum=0;
????lownum=0;
????hignum=0;
????chrom=oldpop(i:)
????c=0;
????for?j=1:lchrom
????????c=c+chrom(1j)*(2^(lchrom-j));
????end
????b(1i)=c*255/(2^lchrom-1);??????????
????for?x=1:m
????????for?y=1:n
????????????if?C(xy)<=b(1i)
????????????????lowsum=lowsum+double(C(xy));
????????????????lownum=lownum+1;?
????????????else
????????????????higsum=higsum+double(C(xy));
????????????????hignum=hignum+1;?
????????????end
????????end
????end
????if?lownum~=0
????????u1=lowsum/lownum;?
????else
????????u1=0;
????end
????if?hignum~=0
????????u2=higsum/hignum;
????else
????????u2=0;
????end???
????fitness(1i)=lownum*hignum*(u1-u2)^2?
end
????%sort?the?F?frogs?in?order?of?decreasing?performance?value
????[fitnessSortindex]=sort(fitness‘descend‘)
???for?i=1:popsize???
????????X(i:)=oldpop(index(i):)
???end
???pb=X(1:);
???pw=X(popsize:);
fitness(1index(1))
ipwfitness=0;
while?ipwfitness ????low=0;
????hig=0;
????lown=0;
????hign=0;
????c1=0;
????
???s1=rand(18).*(pb-pw);
???ipw=pw+s1
???
???for?i=1:lchrom
???????if?ipw(1i)<0.5
???????????ipw(1i)=0;
???????else?
???????????ipw(1i)=1;
???????end
???end
???
????for?j=1:lchrom
????????c1=c1+ipw(1j)*(2^(lchrom-j));
????end
????b1(1i)=c1*255/(2^lchrom-1);??????????
????for?x=1:m
????????for?y=1:n
????????????if?C(xy)<=b1(1i)
????????????????low=low+double(C(xy));
????????????????lown=lown+1;?
????????????else
????????????????hig=hig+double(C(xy));
????????????????hign
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件??????43756??2012-01-06?10:29??bld.PNG
?????文件??????51779??2012-01-12?22:18??medi.jpg
?????文件???????3711??2012-01-12?17:24??Unti
?????文件???????3698??2012-01-13?23:16??Unti
?????文件?????251936??2000-01-06?22:43??1.JPG
-----------?---------??----------?-----??----
???????????????354880????????????????????5
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