Bilateral Two-Dimensional Locality Preserving Projections with Its Application to Face Recognition

被引：0
|
作者：
Wang, Xiao-Guo [1 ]
机构：
[1] PLA Univ Sci & Tech, Inst Commun Engn, Nanjing 210007, Peoples R China
来源：
ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 3, PROCEEDINGS | 2009年 / 5553卷
关键词：
Locality preserving projections; Feature extraction; Face recognition;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we propose a novel algorithm for face feature extraction namely the bilateral two-dimensional locality preserving projections (B2DLPP), which directly extracts the proper features from image matrices based on locality preserving criterion. Experiments on ORL and PIE face database are performed to test and evaluate the proposed algorithm. The results demonstrate the effectiveness of proposed algorithm.
引用
收藏
页码：423 / 428
页数：6
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