Independent component analysis, principal component analysis and rough sets in face recognition

被引：0
|
作者：
Swiniarski, RW
Skowron, A
机构：
[1] San Diego State Univ, Dept Math & Comp Sci, San Diego, CA 92182 USA
[2] Polish Acad Sci, Inst Comp Sci, PL-01237 Warsaw, Poland
[3] Warsaw Univ, Inst Math, PL-02097 Warsaw, Poland
来源：
TRANSACTIONS ON ROUGH SETS I | 2004年 / 3100卷
关键词：
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The paper contains description of hybrid methods of face recognition which are based on independent component analysis, principal component analysis and rough set theory. The feature extraction and pattern forming from face images have been provided using Independent Component Analysis and Principal Component Analysis. The feature selection/reduction has been realized using the rough set technique. The face recognition system was designed as rough-sets rule based classifier.
引用
收藏
页码：392 / 404
页数：13
相关论文
共 50 条
  • [1] Footprint Recognition with Principal Component Analysis and Independent Component Analysis
    Khokher, Rohit
    Singh, Ram Chandra
    Kumar, Rahul
    [J]. MACROMOLECULAR SYMPOSIA, 2015, 347 (01) : 16 - 26
  • [2] Face recognition by independent component analysis
    Bartlett, MS
    Movellan, JR
    Sejnowski, TJ
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2002, 13 (06): : 1450 - 1464
  • [3] Face Recognition Using Principal Component Analysis
    Kaur, Ramandeep
    Himanshi, Er.
    [J]. 2015 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2015, : 585 - 589
  • [4] Principal component net analysis for face recognition
    He, Lianghua
    Hu, Die
    Jiang, Changjun
    [J]. MICAI 2006: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2006, 4293 : 734 - +
  • [5] Diagonal principal component analysis for face recognition
    Zhang, DQ
    Zhou, ZH
    Chen, SC
    [J]. PATTERN RECOGNITION, 2006, 39 (01) : 140 - 142
  • [6] Face recognition based on wavelet transform, two-dimensional principal component analysis and independent component analysis
    Gan, Jun-Ying
    Li, Chun-Zhi
    [J]. Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2007, 20 (03): : 377 - 381
  • [7] The Study Of Face Recognition Based On Hybrid Principal Components Analysis and Independent Component Analysis
    Zhou, Yanhong
    Cao, Shukai
    Wen, Dong
    Zhang, Huiyang
    Zhao, Liqiang
    [J]. 2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 2964 - 2966
  • [8] Block independent component analysis for face recognition
    Zhang, Lei
    Gao, Quanxue
    Zhang, David
    [J]. 14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS, 2007, : 217 - +
  • [9] Face Recognition based on Independent Component Analysis
    Zhao Lihong
    Wang Ye
    Teng Hongfeng
    [J]. 2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 426 - +
  • [10] Face recognition by Kernel independent component analysis
    Martiriggiano, T
    Leo, M
    D'Orazio, T
    Distante, A
    [J]. INNOVATIONS IN APPLIED ARTIFICIAL INTELLIGENCE, 2005, 3533 : 55 - 58
12345