PCA_based-Face-Recognition-System
所属分类：模式识别(视觉/语音等)
开发工具：matlab
文件大小：186KB
下载次数：6
上传日期：2016-03-31 10:04:28
上 传 者：
suhanxuan910
说明： 基于PCA算法的人脸识别完整算法，可运行，按提示输入训练数据库和测试数据库，及待识别的图片，即可将识别结果返回，文件中包含ORL人脸库
(Complete face recognition algorithm based on PCA algorithm can be run, follow the prompts to enter the training and test s, and the image to be recognized, you can return the recognition result, the file contains ORL )
文件列表:
PCA_based Face Recognition System (0, 2016-03-31)
PCA_based Face Recognition System\PCA_based Face Recognition System (0, 2016-03-31)
PCA_based Face Recognition System\PCA_based Face Recognition System\CreateDatabase.asv (1967, 2015-10-28)
PCA_based Face Recognition System\PCA_based Face Recognition System\CreateDatabase.m (2012, 2015-10-28)
PCA_based Face Recognition System\PCA_based Face Recognition System\EigenfaceCore.asv (3100, 2015-10-28)
PCA_based Face Recognition System\PCA_based Face Recognition System\EigenfaceCore.m (3179, 2015-10-28)
PCA_based Face Recognition System\PCA_based Face Recognition System\example.m (1304, 2015-10-27)
PCA_based Face Recognition System\PCA_based Face Recognition System\Recognition.asv (2774, 2015-10-28)
PCA_based Face Recognition System\PCA_based Face Recognition System\Recognition.m (2820, 2015-10-28)
PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase (0, 2016-03-31)
PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\1.jpg (6264, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\10.jpg (6852, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\2.jpg (6007, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\3.jpg (5680, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\4.jpg (6525, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\5.jpg (4341, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\6.jpg (5876, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\7.jpg (4352, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\8.jpg (6725, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TestDatabase\9.jpg (5570, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase (0, 2016-03-31)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\1.jpg (6391, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\10.jpg (4223, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\11.jpg (5967, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\12.jpg (5870, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\13.jpg (4363, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\14.jpg (4360, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\15.jpg (6681, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\16.jpg (6693, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\17.jpg (5417, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\18.jpg (5448, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\19.jpg (6827, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\2.jpg (6219, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\20.jpg (6746, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\3.jpg (6046, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\4.jpg (6195, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\5.jpg (5826, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\6.jpg (5986, 1994-10-05)
PCA_based Face Recognition System\PCA_based Face Recognition System\TrainDatabase\7.jpg (6507, 1994-10-05)
... ...
'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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