Appearance-based statistical methods for face recognition

被引：0
|
作者：
Delac, K [1 ]
Grgic, M [1 ]
Liatsis, P [1 ]
机构：
[1] Croatian Telecom, Zagreb, Croatia
来源：
PROCEEDINGS ELMAR-2005 | 2005年
关键词：
face recognition; PCA; ICA; LDA; subspace analysis;
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：
Different statistical methods for face recognition have been proposed in recent years. They mostly differ in the type of projection and distance measure used. The aim of this paper is to give an overview of most popular statistical subspace methods for face recognition task. Theoretical aspects of three algorithms will be considered and some reported performance evaluations will be given.
引用
收藏
页码：151 / 158
页数：8
相关论文
共 50 条
  • [1] Review on Data Uncertainty in Face Recognition Using Appearance-Based Methods
    Khadse, Shubhangi G.
    Mohod, Prakash S.
    [J]. 2015 INTERNATIONAL CONFERENCE ON INNOVATIONS IN INFORMATION, EMBEDDED AND COMMUNICATION SYSTEMS (ICIIECS), 2015,
  • [2] Fusion of appearance-based face recognition algorithms
    Gian Luca Marcialis
    Fabio Roli
    [J]. Pattern Analysis and Applications, 2004, 7 : 151 - 163
  • [3] Fusion of appearance-based face recognition algorithms
    Marcialis, GL
    Roli, F
    [J]. PATTERN ANALYSIS AND APPLICATIONS, 2004, 7 (02) : 151 - 163
  • [4] A new approach to appearance-based face recognition
    Cheung, KH
    Kong, A
    You, J
    Li, Q
    Zhang, D
    Bhattacharya, P
    [J]. INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, 2005, : 1686 - 1691
  • [5] Multiple classifier implementation of a divide-and-conquer approach using appearance-based statistical methods for face recognition
    Toygar, Ö
    Acan, A
    [J]. PATTERN RECOGNITION LETTERS, 2004, 25 (12) : 1421 - 1430
  • [6] Pose Normalization for Local Appearance-Based Face Recognition
    Gao, Hua
    Ekenel, Hazim Kemal
    Stiefelhagen, Rainer
    [J]. ADVANCES IN BIOMETRICS, 2009, 5558 : 32 - 41
  • [7] Appearance-based face recognition and light-fields
    Gross, R
    Matthews, I
    Baker, S
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2004, 26 (04) : 449 - 465
  • [8] Appearance-based Subspace Projection Techniques for Face Recognition
    Liu Zunxiong
    Zeng Lihui
    Zhang Heng
    [J]. 2009 INTERNATIONAL ASIA SYMPOSIUM ON INTELLIGENT INTERACTION AND AFFECTIVE COMPUTING, 2009, : 202 - 205
  • [9] Investigation of Different Dimension Reduction and Normalization Methods For Local Appearance-Based Face Recognition
    Topcu, Berkay
    Erdogan, Hakan
    [J]. 2009 IEEE 17TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, VOLS 1 AND 2, 2009, : 670 - 673
  • [10] Generalization abilities of appearance-based subspace face recognition algorithms
    Delac, K
    Grgic, M
    Grgic, S
    [J]. IWSSIP 2005: Proceedings of the 12th International Worshop on Systems, Signals & Image Processing, 2005, : 271 - 274
12345