資源簡介
先用小波變換進行降維后,再用DCT進行特征提取,然后用SVM分類識別,SVM需先安用libsvm工具箱,然后再可以運行,該程序包含ROL人臉庫,一并上傳。
代碼片段和文件信息
clear?all;
close?all;
k?=?0;
for?i=1:40?????????????????????????????????????????????????????%
????for?j=1:5
??InputImage=imread(strcat(‘train\‘‘orl_‘num2str(i)‘_00‘num2str(j)‘.bmp‘));
????gab?=?rgb2gray(InputImage)
????????[ca1ch1cv1cd1]=dwt2(gab‘db2‘);
????????%一次小波變換,保存每幅圖像的變換系數
????????cv1(::ji)=cv1;
????????ch1(::ji)=ch1;
????????cd1(::ji)=cd1;
????????ca(::ji)=ca1;
????????
??????????f=dct2(ca1);????????????????????????????????????%DCT變換
??????????g=abs(f);??????????????????
??????????h=f(1:71:7);????????????????????????????%DCT系數提取
????????k?=?k?+?1;
???????allcoor(k:)?=h(:);
????????%total每行保存的是一幅圖像
????end
end
k?=?0;
for?i=1:40?????????????????????????????????????????????????????%
????for?j=6:10
??InputImage=imread(strcat(‘test\‘‘o
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件??????30966??1994-04-18?14:07??test\orl_10_10.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_10_6.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_10_7.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_10_8.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_10_9.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_11_10.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_11_6.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_11_7.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_11_8.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_11_9.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_12_10.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_12_6.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_12_7.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_12_8.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_12_9.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_13_10.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_13_6.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_13_7.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_13_8.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_13_9.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_14_10.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_14_6.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_14_7.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_14_8.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_14_9.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_15_10.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_15_6.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_15_7.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_15_8.bmp
?????文件??????30966??1994-04-18?14:07??test\orl_15_9.bmp
............此處省略378個文件信息
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