clear?all
close?all
clear?
clc

tic
%%%???LDA??%%%%%%
%?%?%?%?%?%?%?%?%?%?%?%?%?%?玡矪瞶
%?%?%?class?=?1000;
%?%?%?t_class?=?500;
%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?using??ORL?face?database--------------------
%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%猧蝴---------------------
%?%?%?%?%?%?%?%?%?%?%?training?section
%?%?%?for?i?=?1:class
%?%?%?????????eval（[‘X?=?imread（‘‘training1/‘int2str（i）‘.png‘‘）;‘]）;
%?%?%?????????X?=?imresize（X[10??10]）;??%change?the?size
%?%?%?????????X?=?double（X）;
%?%?%?????????[c??s]?=?wavefast（X2‘haar‘）;??%??2--ぶ頂
%?%?%?????????X_1?=?wave2gray（c?s）;
%?%?%?????????Y?=?X_1（1:s（2?1）-11:s（2?2）-1）;??%?眖Sいㄓ
%?%?%?????????[mnp]?=?size（Y）;
%?%?%?????????T（:i）?=?reshape（Ym*n1）;
%?%?%?end
%?%?%?%?save?T
%?%?%?%?%?%?%?testing?section
%?%?%?for?i?=?1:t_class
%?%?%?????????eval（[‘X1?=?imread（‘‘testing/‘int2str（i）‘.png‘‘）;‘]）;
%?%?%?????????X1?=?imresize（X1[10??10]）;??%change?the?size
%?%?%?????????X1?=?double（X1）;
%?%?%?????????[c??s]?=?wavefast（X12‘haar‘）;??%??2--ぶ頂
%?%?%?????????X1_1?=?wave2gray（c?s）;
%?%?%?????????Y1?=?X1_1（1:s（2?1）-11:s（2?2）-1）;??%?眖Sいㄓ
%?%?%?????????[mnp]?=?size（Y1）;
%?%?%?????????T1（:i）?=?reshape（Y1m*n1）;
%?%?%?end????
%?%?%?%?save?T1
%?%?%?
%?%?%?
%?%?%?M?=?40;???%Input?class;
%?%?%?N?=?class/M;???%Input?images?in?each?class;
%?%?%?
%?%?%?
%?%?%?%?%?%?%?%find?between-class?scatter?matrix
%?%?%?for?i?=?1:M;
%?%?%?????j?=?（i-1）*N+1;
%?%?%?????k?=?i*N;
%?%?%???????????total_x?=?mean（T2）;
%?%?%???????????x_c（:i）?=?mean（T（:j:k）2）;
%?%?%???????????G（:i）?=?x_c（:i）-total_x?;
%?%?%???????????Sb?=?G（:i）*G（:i）‘;
%?%?%???????????
%?%?%?????????????[m?n]=?size（Sb）;
%?%?%?????????????SSb（:i）?=?reshape（Sbm*n1）;
%?%?%?????????????Sb?=?sum（SSb2）;
%?%?%?????????????Sb?=?reshape（Sbmn）;????
%?%?%?end
%?%?%?
%?%?%?
%?%?%?%?%?%?%?%find?within-class?scatter?matrix
%?%?%?for?i?=?1:M;
%?%?%?????j?=?（i-1）*N+1;
%?%?%?????k?=?i*N;
%?%?%???????????XCbar（:i）?=?mean（T（:j:k）2）;
%?%?%???????????XCm?=?T（:j:k）;
%?%?%???????????for?s?=?1:N
%?%?%???????????????G（:s）?=?XCm（:s）-XCbar（:i）;
%?%?%???????????????H?=?G*G‘;
%?%?%???????????end
%?%?%?????????????[m?n]=?size（H）;
%?%?%?????????????HHw（:i）?=?reshape（Hm*n1）;???
%?%?%?????????????Hw?=?sum（HHw2）;
%?%?%?????????????Hw?=?reshape（Hwmn）;????
%?%?%?end
%?%?%?
%?%?%?IHw=?inv（Hw）;
%?%?%?EIG?=?IHw*Sb;
%?%?%?[eigvec?eigval]?=?eig（EIG）;
%?%?%?W?=?eigvec?;?
%?%?%?
%?%?%?%?%?%?%?%???鋇稼Α禯瞞穝╰參
%?%?%?%?%?%?%?%???竒鑼傳ぇ疭紉把計
%?%?%?Q?=?W*T;?????%?training?section?
%?%?%?Q1?=?W*T1;???%?testing?section
%?%?%?
%?%?%?save?Q
%?%?%?save?Q1

load?Q
load?Q1




%?%?%?%?%?%?%?%?%?%?%跑計場?---------------------

class?=?500;???%?input?images
M?=?20;?????%Input?class
N?=?class/M;????%Input?images?in?each?class;

%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%
%?TT?=?10;
%?Q?=?Q（1:501:300）;
%?Q1?=?Q1（1:TT1:300）;

%?睹計瓜+1
%?TE?=?10;

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2012-05-03?14:50??LDA_SVM\
?????文件???????31797??2012-04-22?17:03??LDA_SVM\2D.jpg
?????文件???????97494??2012-04-22?17:03??LDA_SVM\Q.mat
?????文件???????97494??2012-04-22?17:03??LDA_SVM\Q1.mat
?????文件???????25527??2012-04-22?17:03??LDA_SVM\T.mat
?????文件???????26638??2012-04-22?17:03??LDA_SVM\T1.mat
?????文件????????7680??2012-08-02?18:16??LDA_SVM\Thumbs.db
?????文件????????6367??2012-04-22?17:03??LDA_SVM\main.asv
?????文件????????6561??2012-04-22?17:03??LDA_SVM\main.m
?????目錄???????????0??2012-05-03?14:50??LDA_SVM\testing\
?????文件????????1238??2012-04-22?17:04??LDA_SVM\testing\1.png
?????文件????????1203??2012-04-22?17:04??LDA_SVM\testing\10.png
?????文件????????1341??2012-04-22?17:04??LDA_SVM\testing\100.png
?????文件????????1271??2012-04-22?17:04??LDA_SVM\testing\101.png
?????文件????????1258??2012-04-22?17:04??LDA_SVM\testing\102.png
?????文件????????1254??2012-04-22?17:04??LDA_SVM\testing\103.png
?????文件????????1240??2012-04-22?17:04??LDA_SVM\testing\104.png
?????文件????????1220??2012-04-22?17:04??LDA_SVM\testing\105.png
?????文件????????1199??2012-04-22?17:04??LDA_SVM\testing\106.png
?????文件????????1269??2012-04-22?17:04??LDA_SVM\testing\107.png
?????文件????????1255??2012-04-22?17:04??LDA_SVM\testing\108.png
?????文件????????1241??2012-04-22?17:04??LDA_SVM\testing\109.png
?????文件????????1171??2012-04-22?17:04??LDA_SVM\testing\11.png
?????文件????????1222??2012-04-22?17:04??LDA_SVM\testing\110.png
?????文件????????1186??2012-04-22?17:04??LDA_SVM\testing\111.png
?????文件????????1157??2012-04-22?17:04??LDA_SVM\testing\112.png
?????文件????????1254??2012-04-22?17:04??LDA_SVM\testing\113.png
?????文件????????1230??2012-04-22?17:04??LDA_SVM\testing\114.png
?????文件????????1210??2012-04-22?17:04??LDA_SVM\testing\115.png
?????文件????????1185??2012-04-22?17:04??LDA_SVM\testing\116.png
?????文件????????1152??2012-04-22?17:04??LDA_SVM\testing\117.png
............此處省略1489個文件信息