基于MATLAB的圖片中字符的提取(源代碼)

1、基于MATLAB的圖片中字符的提取（源代碼）function getPicChar %建立字符提取函數(shù)，在MATLAB平臺上直接運行即可%運用MATLAB的UI，直接打牌需要提取的字符圖片即可filename, pathname,=uigetfile('*.jpg''*.bmp''*.png','Chose a picture');picstr=pathname filename;if ischar(picstr) return;endpic=imread(picstr); %打開圖片 if length(size(pic)=3

2、%判斷圖片的維數(shù)，統(tǒng)一為灰度圖片 pic=rgb2gray(pic);endpic=(pic<127); %轉(zhuǎn)化為二值圖片 pic=xylimit(pic); %圖片區(qū)域的第一次邊界限定 %第一階段%m=size(pic,1);Ycount=zeros(1,m);for i=1:m Ycount(i)=sum(pic(i,:);endlenYcount=length(Ycount);Yflag=zeros(1,lenYcount);for k=1:lenYcount-2 if Ycount(k)<3 && Ycount(k+1)<3 && Yc

3、ount(k+2)<3 Yflag(k)=1; endendfor k=lenYcount:1+2 if Ycount(k)<3 && Ycount(k-1)<3 && Ycount(k-2)<3 Yflag(k)=1; endendYflag2=0 Yflag(1:end-1);Yflag3=abs(Yflag-Yflag2); %做差分運算,row=find(Yflag3=1); %找突變位置row=1 row m; %調(diào)整突變位置點row1=zeros(1,length(row)/2); %截取圖像的起始位置向量row2=row1;

4、 %截取圖像的終止位置向量for k=1:length(row) if mod(k,2)=1; %奇數(shù)為起始 row1(k+1)/2)=row(k); else %偶數(shù)為終止 row2(k/2)=row(k); endendpic2=pic(row1(1):row2(1),:); %截取第一列字符alpha=1024/size(pic2,2); %計算放縮比例pic2=imresize(pic2,alpha); %調(diào)整第一列字符圖片大小，作為基準(zhǔn)for k=2:length(row)/2 pictemp=imresize(pic(row1(k):row2(k),:),size(pic2,1)

5、size(pic2,2); pic2=cat(2,pic2,pictemp); %橫向連接圖像塊endpic=xylimit(pic2); %限定圖像區(qū)域 %第二階段%,n=size(pic);Xcount=zeros(1,n);for j=1:n Xcount(j)=sum(pic(:,j);endlenXcount=length(Xcount);Xflag=zeros(1,lenXcount);for k=1:lenXcount-2 if Xcount(k)<3 && Xcount(k+1)<3 && Xcount(k+2)<3 Xflag

6、(k)=1; endendfor k=lenXcount:1+2 if Xcount(k)<3 && Xcount(k-1)<3 && Xcount(k-2)<3 Xflag(k)=1; endendXflag2=0 Xflag(1:end-1);Xflag3=abs(Xflag-Xflag2);,col=find(Xflag3=1);col=1 col size(pic,2);coltemp=col(2:end)-col(1:end-1);,ind=find(coltemp<3);col(ind)=0;col(ind+1)=0;col=

7、col(col>0);col1=zeros(1,length(col)/2);col2=col1;for k=1:length(col) if mod(k,2)=1 col1(k+1)/2)=col(k); else col2(k/2)=col(k); endendpicnum2=length(col)/2;piccell2=cell(1,picnum2);for k=1:picnum2 piccell2k=pic(:,col1(k):col2(k); piccell2k=xylimit(piccell2k); piccell2k=imresize(piccell2k,128 128);

8、end%顯示提取出的字符，每行最多輸出8個字符if mod(picnum2,8) rownum=ceil(picnum2/8)+1;else rownum=picnum2/8;endfor k=1:picnum2 subplot(rownum,8,k); imshow(piccell2k);end%函數(shù)xylimit如下：function newpic=xylimit(pic)%function name:XYLIMIT% Input pic:binary image%Output newpic:binary image%用途：對二值圖像邊界進行限定，要求圖像是黑底白圖%example:% %

9、 pic=imread('數(shù)字字符.jpg');% % pic=rgb2gray(pic);% % pic=(pic<127);% % pic=xylimit(pic);% % imshow(pic); m,n=size(pic);%縱向掃描%Ycount=zeros(1,m);for i=1:m Ycount(i)=sum(pic(i,:); %獲取每一行的像素點個數(shù)endYbottom=m; %底部定界Yvalue=Ycount(Ybottom);while(Yvalue<3) Ybottom=Ybottom-1; Yvalue=Ycount(Ybottom);endYceil=1; %頂部定界Yvalue=Ycount(Yceil);while(Yvalue<3) Yceil=Yceil+1; Yvalue=Ycount(Yceil);end%橫向掃描%Xcount=zeros(1,n);for j=1:n Xcount(j)=sum(pic(:,j); %獲取每一列的像素點個數(shù)endXleft=1; %左側(cè)定界Xvalue=Xcount(Xleft);while(Xvalue<2) Xleft=Xleft+1; Xvalue=Xcount(Xleft);endXright=n; %右側(cè)定界Xvalue=Xcount(Xright);