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
相关论文
共 50 条
  • [1] Two-dimensional locality discriminant preserving projections for face recognition
    Zhang, Qirong
    He, Zhongshi
    NANOTECHNOLOGY AND COMPUTER ENGINEERING, 2010, 121-122 : 391 - +
  • [2] Cascade Two-dimensional Locality Preserving Projections for Face Recognition
    Wang, Xiaoguo
    Tian, Ming
    Wang, Cong
    Huang, Yong
    Liu, Jun
    Zhang, Xiongwei
    PROCEEDINGS OF THE 2009 PACIFIC-ASIA CONFERENCE ON CIRCUITS, COMMUNICATIONS AND SYSTEM, 2009, : 749 - 751
  • [3] Two-dimensional discriminant locality preserving projections for face recognition
    Yu Weiwei
    PATTERN RECOGNITION LETTERS, 2009, 30 (15) : 1378 - 1383
  • [4] Bilateral two-dimensional locality preserving projections
    Chen, Si-Bao
    Lu, Bin
    Hu, Guo-Ping
    Wang, Ren-Hua
    2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL II, PTS 1-3, 2007, : 601 - +
  • [5] Face Recognition using Two-dimensional Discriminant Locality Preserving Projections
    Yu Weiwei
    2009 ASIA-PACIFIC CONFERENCE ON INFORMATION PROCESSING (APCIP 2009), VOL 2, PROCEEDINGS, 2009, : 3 - 6
  • [6] Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition
    Hu, Dewen
    Feng, Guiyu
    Zhou, Zongtan
    PATTERN RECOGNITION, 2007, 40 (01) : 339 - 342
  • [7] Application of Locality Preserving Projections in Face Recognition
    Shermina, R.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2010, 1 (03) : 82 - 85
  • [8] Palmprint recognition with improved two-dimensional locality preserving projections
    Pan, Xin
    Ruan, Qiu-Qi
    IMAGE AND VISION COMPUTING, 2008, 26 (09) : 1261 - 1268
  • [9] Comment on: "Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition"
    Hu, Zilan
    PATTERN RECOGNITION, 2008, 41 (04) : 1426 - 1426
  • [10] Face recognition based on two dimensional locality preserving projections in frequency domain
    Lu, Chong
    Liu, Xiaodong
    Liu, Wanquan
    NEUROCOMPUTING, 2012, 98 : 135 - 142
12345