PCA-Face-Recognition
所属分类：图形图象
开发工具：matlab
文件大小：617KB
下载次数：3989
上传日期：2008-07-13 17:04:15
上 传 者：
qzj19842001
说明： 用matlab实现的pca算法，用于将维，适用于各种试验，如人脸识别程序
(Using matlab realize the PCA algorithm is used to dimension, applicable to a variety of tests, procedures such as face recognition)
文件列表:
PCA-Face-Recognition\PCA-based Face Recognition System.htm (37858, 2008-01-27)
PCA-Face-Recognition\PCA-Face-Recognition.rar (183427, 2008-07-12)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\CreateDatabase.m (1865, 2007-10-20)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\EigenfaceCore.m (2930, 2007-10-20)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\example.m (1303, 2007-10-20)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\Recognition.m (2541, 2007-10-20)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\1.jpg (6264, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\10.jpg (6852, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\2.jpg (6007, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\3.jpg (5680, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\4.jpg (6525, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\5.jpg (4341, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\6.jpg (5876, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\7.jpg (4352, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\8.jpg (6725, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\9.jpg (5570, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\Thumbs.db (36864, 2008-07-12)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\1.jpg (6391, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\10.jpg (4223, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\11.jpg (5967, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\12.jpg (5870, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\13.jpg (4363, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\14.jpg (4360, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\15.jpg (6681, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\16.jpg (6693, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\17.jpg (5417, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\18.jpg (5448, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\19.jpg (6827, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\2.jpg (6219, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\20.jpg (6746, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\3.jpg (6046, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\4.jpg (6195, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\5.jpg (5826, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\6.jpg (5986, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\7.jpg (6507, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\8.jpg (6506, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\9.jpg (4285, 1994-10-05)
PCA-Face-Recognition\PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\Thumbs.db (73728, 2008-07-12)
PCA-Face-Recognition\PCA_based Face Recognition System.zip (181668, 2008-01-27)
... ...
'Eigenface' Face Recognition System
Written by: Amir Hossein Omidvarnia
Email: aomidvar@ece.ut.ac.ir
This package implements a well-known PCA-based face recognition
method, which is called 'Eigenface' [1].
All functions are easy to use, as they are heavy commented.
Furthermore, a sample script is included to show their usage.
In general, you should follow this order:
1. Select training and test database paths.
2. Select path of the test image.
3. Run 'CreateDatabase' function to create 2D matrix of all training images.
4. Run 'EigenfaceCore' function to produce basis's of facespace.
5. Run 'Recognition' function to get the name of equivalent image in training database.
For your convenience, I have prepared sample training and test databases, which are parts
of 'face94' Essex face database [2]. You just need to copy the above functions, along with
the training and test databases into a specified path (for example 'work' path of your
MATLAB root). Then follow dialog boxes, which will appear upon running 'example.m'.
Enjoy it!
References:
[1] P. N. Belhumeur, J. Hespanha, and D. J. Kriegman. Eigenfaces vs. Fisherfaces: Recognition
using class specific linear projection. In ECCV (1), pages 45--58, 1996.
[2] Available at:
http://cswww.essex.ac.uk/mv/allfaces/faces94.zip
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