HMM_SVM
所属分类：模式识别(视觉/语音等)
开发工具：matlab
文件大小：4118KB
下载次数：281
上传日期：2012-12-17 10:39:14
上 传 者：
Fannia
说明： 用matlab实现的基于马尔科夫模型和支持向量机的人脸识别系统,带有人脸库。非原创，运行了效果很好，功能很强大。具体功能：可根据训练与测试样本生成数据库；计算人脸识别率（96.5 ）；可以识别出指定的图像；可以识别摄像头获取的人脸图像。
(Matlab based on markov model and support vector machine (SVM) face recognition system. The original, run the effect is very good, the function is strong. Specific functions: but according to the training and testing sample generation database Calculation face recognition rate (96.5 ) Can identify the specified image Can identify camera for face image.)
文件列表:
马尔科夫 (0, 2012-11-23)
马尔科夫\fhmm1 (0, 2012-12-17)
马尔科夫\fhmm1\1.pgm (10318, 2012-12-17)
马尔科夫\fhmm1\10.pgm (10318, 2012-12-17)
马尔科夫\fhmm1\2.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data (0, 2012-11-23)
马尔科夫\fhmm1\DATABASE.mat (404621, 2012-12-17)
马尔科夫\fhmm1\data\s1 (0, 2012-11-23)
马尔科夫\fhmm1\data\s10 (0, 2012-11-23)
马尔科夫\fhmm1\data\s10\1.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s10\10.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s10\2.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s10\3.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s10\4.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s10\5.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s10\6.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s10\7.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s10\8.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s10\9.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s11 (0, 2012-11-23)
马尔科夫\fhmm1\data\s11\1.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s11\10.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s11\2.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s11\3.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s11\4.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s11\5.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s11\6.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s11\7.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s11\8.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s11\9.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s12 (0, 2012-11-23)
马尔科夫\fhmm1\data\s12\1.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s12\10.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s12\2.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s12\3.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s12\4.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s12\5.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s12\6.pgm (10318, 2012-09-17)
马尔科夫\fhmm1\data\s12\7.pgm (10318, 2012-09-17)
... ...
The ORL face database
---------------------
This directory contains a set of faces taken between April 1992 and
April 1994 at the Olivetti Research Laboratory in Cambridge, UK.
There are 10 different images of 40 distinct subjects. For some of the
subjects, the images were taken at different times, varying lighting
slightly, facial expressions (open/closed eyes, smiling/non-smiling)
and facial details (glasses/no-glasses). All the images are taken
against a dark homogeneous background and the subjects are in
up-right, frontal position (with tolerance for some side movement).
The files are in PGM format and can be conveniently viewed using the 'xv'
program. The size of each image is 92x112, 8-bit grey levels. The images
are organised in 40 directories (one for each subject) named as:
sX
where X indicates the subject number (between 1 and 40). In each directory
there are 10 different images of the selected subject named as:
Y.pgm
where Y indicates which image for the specific subject (between 1 and 10).
When using these images, please give credit to Olivetti Research Laboratory.
A convenient reference is the face recognition work which uses some of
these images:
F. Samaria and A. Harter
"Parameterisation of a stochastic model for human face identification"
2nd IEEE Workshop on Applications of Computer Vision
December 1994, Sarasota (Florida).
The paper is available via anonymous ftp from quince.cam-orl.co.uk and is
stored in pub/users/fs/IEEE_workshop.ps.Z
If you have any question, please email Ferdinando Samaria: fs@cam-orl.co.uk
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