%?Palmprint?recognition??based?on?Gabor?and?SVM?（the?toolbox?LS_SVM?is?used）
%?Wen?Changzhi?2006/10/27

clcclearclose?all;
%?extract?festures?then?save?them
%?enter?100?images?from?10?person?caculate?the?feature?vector.?
%?for?i=0:99
%?????for?j=1:6
%?????????image=imread（strcat（‘P_‘num2str（i）‘_‘num2str（j）‘.bmp‘））;
%?????????tempV=Gabor_SVM_palm（image）;
%?????????eval（[‘save?Gabor_SVM\F_‘?num2str（i）?‘_‘??num2str（j）?‘?tempV;‘]）;???????
%?????????end
%?????end
%??
%?classified?by?SVM?classifier
%?create?training?samples?and?testing?samples
F_train=[];
F_test=[];
?for?i=0:99
??????for?j=1:3
??????????eval（[‘load?Gabor_SVM\F_‘?num2str（i）?‘_‘??num2str（j）?‘;‘]）;?
??????????F_train=[F_train??tempV‘];%training?samples
??????????clear?tempV;
??????end
??????for?j=4:6
???????????eval（[‘load?Gabor_SVM\F_‘?num2str（i）?‘_‘??num2str（j）?‘;‘]）;
???????????F_test=[F_test?tempV‘];%?testing?samples
???????????clear?tempV;
???????end?????????????????
??end
??%?create?the?aimed?samples
??
??C_train=[];
??C_test=[];
??for?i=1:100
??????C_train=[C_train?i*ones（13）];
??????C_test=[C_testi*ones（13）];
??end
??
??%?determined?parameters?for?the?SVM?classifier??
??type?=?‘c‘;
??kernel_type?=?‘RBF_kernel‘;
??gam?=?381.2876;
??sig2?=?641.2349;
??preprocess?=?‘preprocess‘;
??codefct?=?‘code_MOC‘;??
??
??X?=?F_train‘;?%?訓練樣本
??Y?=?C_train‘;?%?訓練目標
??Xt?=?F_test‘;?%?測試樣本
??Yt?=?C_test‘;?%?測試目標
??
??%?encode
??
??[Yccodebookold_codebook]=code（Ycodefct）;
??[gamsig2]?=?tunelssvm（{XYctypegamsig2kernel_typepreprocess}）;
??
??[alphab]?=?trainlssvm（{XYctypegamsig2kernel_typepreprocess}）;???????????%?訓練
??Yd0?=?simlssvm（{XYctypegamsig2kernel_typepreprocess}{alphab}Xt）;??????%?分類
??
??Yd?=?code（Yd0old_codebook[]codebook）;
??
??Result?=?~abs（Yd-Yt）??????????????%?正確分類顯示為1
??Percent?=?sum（Result）/length（Result）???%?正確分類率
?????????

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

?????文件???????1955??2015-06-17?20:13??gabor_svm\Gabor_SVM.m

?????文件???????2224??2015-06-17?20:13??gabor_svm\Gabor_SVM_palm.m

?????文件????????184??2015-06-17?20:13??gabor_svm\說明.txt

?????目錄??????????0??2018-07-06?15:13??gabor_svm

-----------?---------??----------?-----??----

?????????????????4363????????????????????4