face
所属分类：模式识别(视觉/语音等)
开发工具：matlab
文件大小：409KB
下载次数：6
上传日期：2013-12-18 16:02:43
上 传 者：
kewenqiang
说明： 人脸识别程序，，建立肤色模型与pca等来进行对人脸图像识别
(Recognition program, and so on pca skin model for image recognition of human faces)
文件列表:
操作1-2 (0, 2013-12-18)
操作1-2\CreateDatabase.m (2546, 2013-09-27)
操作1-2\detect.m (3208, 2013-12-18)
操作1-2\EigenfaceCore.m (2987, 2013-10-11)
操作1-2\example.m (453, 2013-12-18)
操作1-2\faceGUI.m (828, 2013-12-18)
操作1-2\GUIOpenFaceImage.m (377, 2013-12-13)
操作1-2\h_axes1.m (0, 2013-10-18)
操作1-2\h_axes2.m (0, 2013-10-18)
操作1-2\LightCompensation.m (860, 2013-12-13)
操作1-2\Recognition.m (2952, 2013-12-13)
操作1-2\training (0, 2013-12-18)
操作1-2\training\1.jpg (41463, 2013-12-18)
操作1-2\training\2.jpg (44644, 2013-12-18)
操作1-2\training\3.jpg (33165, 2013-12-18)
操作1-2\training\4.jpg (36124, 2013-12-18)
操作1-2\[原始] (0, 2013-12-18)
操作1-2\[原始]\P31218-124256.jpg (260590, 2013-12-18)
操作1-2\[原始]\P31218-124256.jpg.xmp (10825, 2013-12-18)
'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
近期下载者：
相关文件：
收藏者：