PCA_basedPFacePRecognition
所属分类：模式识别(视觉/语音等)
开发工具：matlab
文件大小：180KB
下载次数：14
上传日期：2012-09-21 11:01:18
上 传 者：
tlp0839
说明： 非常不错的人脸识别程序，基于PCA特征，附带测试和训练样本，编译通过且附带注释。
(Very good face recognition program, based on the PCA feature included with the test and training samples, compiled by and annotated.)
文件列表:
PCA_based+Face+Recognition\Matlab中文论坛--助努力的人完成毕业设计.url (122, 2008-05-14)
PCA_based+Face+Recognition\PCA_based Face Recognition System\CreateDatabase.m (1937, 2012-09-12)
PCA_based+Face+Recognition\PCA_based Face Recognition System\EigenfaceCore.asv (2991, 2012-09-12)
PCA_based+Face+Recognition\PCA_based Face Recognition System\EigenfaceCore.m (3053, 2012-09-12)
PCA_based+Face+Recognition\PCA_based Face Recognition System\example.asv (1470, 2010-08-10)
PCA_based+Face+Recognition\PCA_based Face Recognition System\example.m (1314, 2012-09-12)
PCA_based+Face+Recognition\PCA_based Face Recognition System\Recognition.m (2653, 2012-09-12)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TestDatabase\1.jpg (6264, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TestDatabase\10.jpg (6852, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TestDatabase\2.jpg (6007, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TestDatabase\3.jpg (5680, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TestDatabase\4.jpg (6525, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TestDatabase\5.jpg (4341, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TestDatabase\6.jpg (5876, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TestDatabase\7.jpg (4352, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TestDatabase\8.jpg (6725, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TestDatabase\9.jpg (5570, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\1.jpg (6391, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\10.jpg (4223, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\11.jpg (5967, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\12.jpg (5870, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\13.jpg (4363, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\14.jpg (4360, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\15.jpg (6681, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\16.jpg (6693, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\17.jpg (5417, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\18.jpg (5448, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\19.jpg (6827, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\2.jpg (6219, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\20.jpg (6746, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\3.jpg (6046, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\4.jpg (6195, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\5.jpg (5826, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\6.jpg (5986, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\7.jpg (6507, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\8.jpg (6506, 1994-10-05)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TrainDatabase\9.jpg (4285, 1994-10-05)
PCA_based+Face+Recognition\使用帮助：新手必看.htm (3434, 2008-05-15)
PCA_based+Face+Recognition\PCA_based Face Recognition System\TestDatabase (0, 2007-10-20)
... ...
'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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