PCA_basedFace
所属分类：matlab编程
开发工具：matlab
文件大小：176KB
下载次数：79
上传日期：2009-05-12 17:34:31
上 传 者：
zwhz99
说明： 用matlab编写的基于PCA的人脸识别算法，包含图片库，可以直接运行，找出图片库中与测试图片相匹配的图片。
(Matlab prepared with PCA-based face recognition algorithms, including image libraries, can be run to identify and test gallery picture of the picture to match.)
文件列表:
PCA_based Face(可运行出匹配图片)\CreateDatabase.m (1865, 2007-10-20)
PCA_based Face(可运行出匹配图片)\EigenfaceCore.m (2930, 2007-10-20)
PCA_based Face(可运行出匹配图片)\example.m (1303, 2007-10-20)
PCA_based Face(可运行出匹配图片)\Recognition.m (2541, 2007-10-20)
PCA_based Face(可运行出匹配图片)\TestDatabase\1.jpg (6264, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TestDatabase\10.jpg (6852, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TestDatabase\2.jpg (6007, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TestDatabase\3.jpg (5680, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TestDatabase\4.jpg (6525, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TestDatabase\5.jpg (4341, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TestDatabase\6.jpg (5876, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TestDatabase\7.jpg (4352, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TestDatabase\8.jpg (6725, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TestDatabase\9.jpg (5570, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\1.jpg (6391, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\10.jpg (4223, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\11.jpg (5967, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\12.jpg (5870, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\13.jpg (4363, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\14.jpg (4360, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\15.jpg (6681, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\16.jpg (6693, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\17.jpg (5417, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\18.jpg (5448, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\19.jpg (6827, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\2.jpg (6219, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\20.jpg (6746, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\3.jpg (6046, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\4.jpg (6195, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\5.jpg (5826, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\6.jpg (5986, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\7.jpg (6507, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\8.jpg (6506, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TrainDatabase\9.jpg (4285, 1994-10-05)
PCA_based Face(可运行出匹配图片)\TestDatabase (0, 2009-05-12)
PCA_based Face(可运行出匹配图片)\TrainDatabase (0, 2009-05-12)
PCA_based Face(可运行出匹配图片) (0, 2009-05-12)
'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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