clcclear??
npersons=40;%選取40個人的臉??
global?imgrow;??
global?imgcol;??
global?edit2??
imgrow=112;??
imgcol=92;??
??
set（edit2‘string‘‘讀取訓練數據......‘）%顯示在句柄為edit2的文本框里??
drawnow?????%更新窗口的內容，不然程序結束時才會顯示，這樣只能看到最后一句??
f_matrix=ReadFace（npersons0）;%讀取訓練數據??
nfaces=size（f_matrix1）;%樣本人臉的數量??
??
set（edit2‘string‘‘訓練數據PCA特征提取......‘）??
drawnow??
mA=mean（f_matrix）;??
k=20;%降維至20維??
[pcafaceV]=fastPCA（f_matrixkmA）;%主成分分析法特征提取??
??
set（edit2‘string‘‘訓練數據規范化......‘）??
drawnow??
lowvec=min（pcaface）;??
upvec=max（pcaface）;??
scaledface?=?scaling（?pcafacelowvecupvec）;??
??
set（edit2‘string‘‘SVM樣本訓練......‘）??
drawnow??
gamma=0.0078;??
c=128;??
multiSVMstruct=multiSVMtrain（?scaledfacenpersonsgammac）;??
save（‘recognize.mat‘‘multiSVMstruct‘‘npersons‘‘k‘‘mA‘‘V‘‘lowvec‘‘upvec‘）;??
??
set（edit2‘string‘‘讀取測試數據......‘）??
drawnow??
[testfacerealclass]=ReadFace（npersons1）;??
??
set（edit2‘string‘‘測試數據特征降維......‘）??
drawnow??
m=size（testface1）;??
for?i=1:m??
????testface（i:）=testface（i:）-mA;??
end??
pcatestface=testface*V;??
??
set（edit2‘string‘‘測試數據規范化......‘）??
drawnow??
scaledtestface?=?scaling（?pcatestfacelowvecupvec）;??
??
set（edit2‘string‘‘SVM樣本分類......‘）??
drawnow??
class=?multiSVM（scaledtestfacemultiSVMstructnpersons）;??
set（edit2‘string‘‘測試完成！‘）??
accuracy=sum（class==realclass）/length（class）;??
msgbox（[‘識別準確率：‘num2str（accuracy*100）‘%。‘]）

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件????5782952??2018-12-18?15:56??face?recognition\face.exe

?????文件???????1573??2015-08-16?21:50??face?recognition\face.m

?????文件????????907??2015-08-16?21:51??face?recognition\faceGUI.m

?????文件????????501??2015-08-16?21:40??face?recognition\fastPCA.m

?????文件????????271??2015-08-16?21:53??face?recognition\GUIopen.m

?????文件???????1352??2018-12-18?15:53??face?recognition\GUIrecg.m

?????文件????????264??2015-08-16?21:42??face?recognition\kfun_rbf.m

?????文件???????1393??2018-12-18?15:54??face?recognition\mccExcludedFiles.log

?????文件????????390??2015-08-16?21:42??face?recognition\multiSVM.m

?????文件????????417??2015-08-16?21:41??face?recognition\multiSVMtrain.m

?????文件???????1579??1995-02-24?02:13??face?recognition\orl_faces\README

?????文件??????10318??1994-04-18?21:17??face?recognition\orl_faces\s1\1.pgm

?????文件??????10318??1994-04-18?21:07??face?recognition\orl_faces\s1\10.pgm

?????文件??????10318??1994-04-18?21:17??face?recognition\orl_faces\s1\2.pgm

?????文件??????10318??1994-04-18?21:17??face?recognition\orl_faces\s1\3.pgm

?????文件??????10318??1994-04-18?21:17??face?recognition\orl_faces\s1\4.pgm

?????文件??????10318??1994-04-18?21:17??face?recognition\orl_faces\s1\5.pgm

?????文件??????10318??1994-04-18?21:07??face?recognition\orl_faces\s1\6.pgm

?????文件??????10318??1994-04-18?21:07??face?recognition\orl_faces\s1\7.pgm

?????文件??????10318??1994-04-18?21:07??face?recognition\orl_faces\s1\8.pgm

?????文件??????10318??1994-04-18?21:07??face?recognition\orl_faces\s1\9.pgm

?????文件??????10318??1994-04-18?21:18??face?recognition\orl_faces\s10\1.pgm

?????文件??????10318??1994-04-18?21:07??face?recognition\orl_faces\s10\10.pgm

?????文件??????10318??1994-04-18?21:18??face?recognition\orl_faces\s10\2.pgm

?????文件??????10318??1994-04-18?21:18??face?recognition\orl_faces\s10\3.pgm

?????文件??????10318??1994-04-18?21:18??face?recognition\orl_faces\s10\4.pgm

?????文件??????10318??1994-04-18?21:18??face?recognition\orl_faces\s10\5.pgm

?????文件??????10318??1994-04-18?21:07??face?recognition\orl_faces\s10\6.pgm

?????文件??????10318??1994-04-18?21:07??face?recognition\orl_faces\s10\7.pgm

?????文件??????10318??1994-04-18?21:07??face?recognition\orl_faces\s10\8.pgm

............此處省略431個文件信息