recog_test_vote.m

face recognition test by voting

function [correct]=Recog_Test2(pclu,pcld,pcru,pcrd,pcfu,ClassMeanLU,ClassMeanLD,ClassMeanRU,ClassMeanRD,ClassMeanFU,TotalMeanLU,TotalMeanLD,TotalMeanRU,TotalMeanRD,TotalMeanFU,map,nbcol)

projectLU=pclu(545:644,:);
projectLD=pcld(545:644,:);
projectRU=pcru(545:644,:);
projectRD=pcrd(545:644,:);
projectFU=pcfu(545:644,:);


people=15;
withinsample=6;
FinalLU=[];
FinalLD=[];
FinalRU=[];
FinalRD=[];
FinalFU=[];



correct=0;


  for i=1:1:15
   for j=2:2:10
       
tempLU=[];
tempLD=[];
tempRU=[];
tempRD=[];
tempFU=[];

%s=['orl' '\' num2str(i) '\' num2str(j) '.bmp'];
s=['yale11292' '\' num2str(i) '\' num2str(j) '.bmp'];

%---------------------------------------------------------

    test=imread(s);
    [row,col]=size(test);
    %imshow(test)
    test=double(test);
    [LL1,T,T,T]=mdwt(test,'db1');
    coef1=wcodemat(LL1,nbcol);
    [LL2,T,T,T]=mdwt(LL1,'db1');
    coef2=wcodemat(LL2,nbcol);

    lu=coef1(1:(row/4),1:(col)/4);
    ld=coef1(((row)/4)+1:row/2,1:(col)/4);
    ru=coef1(1:(row/4),((col)/4)+1:col/2);
    rd=coef1(((row)/4)+1:row/2,((col)/4)+1:col/2);
    fu=coef2;


    imshow(test,map)
    for k=1:row/4
        tempLU=[tempLU,lu(k,:)];
        tempLD=[tempLD,ld(k,:)];
        tempRU=[tempRU,ru(k,:)];
        tempRD=[tempRD,rd(k,:)]; 
        tempFU=[tempFU,fu(k,:)];
    end



    tempLU=tempLU-TotalMeanLU;
    tempLD=tempLD-TotalMeanLD;
    tempRU=tempRU-TotalMeanRU;
    tempRD=tempRD-TotalMeanRD;
    tempFU=tempFU-TotalMeanFU;

    resultLU=projectLU*tempLU';
    resultLD=projectLD*tempLD';
    resultRU=projectRU*tempRU';
    resultRD=projectRD*tempRD';
    resultFU=projectFU*tempFU';  % col
    
    
    resultLU=resultLU';
    resultLD=resultLD';
    resultRU=resultRU';
    resultRD=resultRD';
    resultFU=resultFU';



    

     mindistanceLU=Inf;
     mindistanceLD=Inf;
     mindistanceRU=Inf;
     mindistanceRD=Inf;
     mindistanceFU=Inf;

     vote=zeros(1,people);
 %++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++

for k=1:1:people
     LUFACE=[];
     LDFACE=[];
     RUFACE=[];
     RDFACE=[];
     FUFACE=[];
     
     

     
     % !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
     for m=1:2:11 % YALE
         matchstring=['yale11292' '\' num2str(k) '\' num2str(m) '.bmp'];
         matchX=imread(matchstring);
         matchX=double(matchX);
         [matchrow,matchcol]=size(matchX);
         
         [LL1,T,T,T]=mdwt(matchX,'db1');
         coef1=wcodemat(LL1,nbcol);
         [LL2,T,T,T]=mdwt(LL1,'db1');
         coef2=wcodemat(LL2,nbcol);
         
         matchlu=coef1(1:(matchrow/4),1:(matchcol)/4);
         matchld=coef1(((matchrow)/4)+1:matchrow/2,1:(matchcol)/4);
         matchru=coef1(1:(matchrow/4),((matchcol)/4)+1:matchcol/2);
         matchrd=coef1(((matchrow)/4)+1:matchrow/2,((matchcol)/4)+1:matchcol/2);
         matchfu=coef2;
         
         matchtempLU=[];
         matchtempLD=[];
         matchtempRU=[];
         matchtempRD=[];
         matchtempFU=[];
         %--逼Θ