資源簡介
用matlab實現的基于馬爾科夫模型和支持向量機的人臉識別系統,帶有人臉庫。非原創,運行了效果很好,功能很強大。具體功能:可根據訓練與測試樣本生成數據庫;計算人臉識別率(96.5 );可以識別出指定的圖像;
代碼片段和文件信息
%?Face?Recognition?System
%?Version?:?1.0
%?Date?:?28.5.2012
%?Author?:?Omid?Sakhi
%?Website?:?http://www.facerecognitioncode.com
%???Please?visit?the?website?for?complete?program?and?guide
function?[person_indexmaxlogpseq]?=?facerec(filenamemyDatabaseminmax)
I?=?imread(filename);
try
????I?=?rgb2gray(I);????????????????
end
I?=?imresize(I[56?46]);
I?=?ordfilt2(I1true(3));
min_coeffs?=?minmax(1:);
max_coeffs?=?minmax(2:);
delta_coeffs?=?minmax(3:);
seq?=?zeros(152);
for?blk_begin=1:52????
????blk?=?I(blk_begin:blk_begin+4:);????
????[USV]?=?svd(double(blk));
????blk_coeffs?=?[U(11)?S(11)?S(22)];
????blk_coeffs?=?max([blk_coeffs;min_coeffs]);????????
????blk_coeffs?=?min([blk_coeffs;max_coeffs]);????????????????????
????qt?=?floor((blk_coeffs-min_c
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2012-11-23?19:09??馬爾科夫\
?????目錄???????????0??2012-12-17?10:21??馬爾科夫\fhmm1\
?????文件???????10318??2012-12-17?10:21??馬爾科夫\fhmm1\1.pgm
?????文件???????10318??2012-12-17?10:21??馬爾科夫\fhmm1\10.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\2.pgm
?????目錄???????????0??2012-11-23?19:09??馬爾科夫\fhmm1\data\
?????文件??????404621??2012-12-17?10:16??馬爾科夫\fhmm1\DATAba
?????文件????????1579??2012-09-17?11:07??馬爾科夫\fhmm1\data\README
?????目錄???????????0??2012-11-23?19:09??馬爾科夫\fhmm1\data\s1\
?????目錄???????????0??2012-11-23?19:09??馬爾科夫\fhmm1\data\s10\
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s10\1.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s10\10.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s10\2.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s10\3.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s10\4.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s10\5.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s10\6.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s10\7.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s10\8.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s10\9.pgm
?????目錄???????????0??2012-11-23?19:09??馬爾科夫\fhmm1\data\s11\
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s11\1.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s11\10.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s11\2.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s11\3.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s11\4.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s11\5.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s11\6.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s11\7.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s11\8.pgm
?????文件???????10318??2012-09-17?11:07??馬爾科夫\fhmm1\data\s11\9.pgm
............此處省略423個文件信息
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