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????????1573??2015-08-16?21:50??face.m
?????文件?????????907??2015-08-16?21:51??faceGUI.m
?????文件?????????501??2015-08-16?21:40??fastPCA.m
?????文件?????????271??2015-08-16?21:53??GUIopen.m
?????文件????????1365??2015-08-16?21:54??GUIrecg.m
?????文件?????????264??2015-08-16?21:42??kfun_rbf.m
?????文件?????????390??2015-08-16?21:42??multiSVM.m
?????文件?????????417??2015-08-16?21:41??multiSVMtrain.m
?????目錄???????????0??2015-08-16?21:32??orl_faces\
?????文件????????1579??1995-02-24?02:13??orl_faces\README
?????目錄???????????0??2015-08-16?21:32??orl_faces\s1\
?????目錄???????????0??2015-08-16?21:32??orl_faces\s10\
?????文件???????10318??1994-04-18?21:18??orl_faces\s10\1.pgm
?????文件???????10318??1994-04-18?21:07??orl_faces\s10\10.pgm
?????文件???????10318??1994-04-18?21:18??orl_faces\s10\2.pgm
?????文件???????10318??1994-04-18?21:18??orl_faces\s10\3.pgm
?????文件???????10318??1994-04-18?21:18??orl_faces\s10\4.pgm
?????文件???????10318??1994-04-18?21:18??orl_faces\s10\5.pgm
?????文件???????10318??1994-04-18?21:07??orl_faces\s10\6.pgm
?????文件???????10318??1994-04-18?21:07??orl_faces\s10\7.pgm
?????文件???????10318??1994-04-18?21:07??orl_faces\s10\8.pgm
?????文件???????10318??1994-04-18?21:07??orl_faces\s10\9.pgm
?????目錄???????????0??2015-08-16?21:32??orl_faces\s11\
?????文件???????10318??1994-04-18?21:18??orl_faces\s11\1.pgm
?????文件???????10318??1994-04-18?21:07??orl_faces\s11\10.pgm
?????文件???????10318??1994-04-18?21:18??orl_faces\s11\2.pgm
?????文件???????10318??1994-04-18?21:18??orl_faces\s11\3.pgm
?????文件???????10318??1994-04-18?21:18??orl_faces\s11\4.pgm
?????文件???????10318??1994-04-18?21:18??orl_faces\s11\5.pgm
?????文件???????10318??1994-04-18?21:07??orl_faces\s11\6.pgm
?????文件???????10318??1994-04-18?21:07??orl_faces\s11\7.pgm
............此處省略422個文件信息