MMP-PCA face recognition method

被引:18
|
作者
Su, GD [1 ]
Zhang, CP [1 ]
Ding, RR [1 ]
Du, C [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
关键词
D O I
10.1049/el:20021033
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A multimodal part face recognition method based on principal component analysis (MMP-PCA) is presented. Five kinds of parts are dealt with by PCA to obtain eigenface, eigeneyebrow, eigeneye, eigennose and eigenmouth. Thirty-one kinds of different face recognition models are created by using combinations of different parts. The recognition rates of 17 models among them are given.
引用
下载
收藏
页码:1654 / 1656
页数:3
相关论文
共 50 条
  • [1] A Statistical PCA Method for Face Recognition
    Li, Chunming
    Diao, Yanhua
    Ma, Hongtao
    Li, Yushan
    2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL III, PROCEEDINGS, 2008, : 376 - +
  • [2] Research on face recognition method based on PCA
    Chen, Tingting
    Liu, Riuan
    Diao, Lirong
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INFORMATION ENGINEERING FOR MECHANICS AND MATERIALS, 2016, 97 : 161 - 164
  • [3] A new method of face recognition with data field and PCA
    Wang, Dakui
    Li, Dongwei
    Lin, Yi
    2013 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC), 2013, : 320 - 325
  • [4] Face recognition technique using symbolic PCA method
    Hiremath, PS
    Prabhakar, CJ
    PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS, 2005, 3776 : 266 - 271
  • [5] On a development of sparse PCA method for face recognition problem
    Loc Tran
    Bich Ngo
    Tuan Tran
    Lam Pham
    An Mai
    2021 INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR COMMUNICATIONS (ATC 2021), 2021, : 265 - 269
  • [6] A New Classification Method for PCA-based Face Recognition
    Zhou, Xiaofei
    Shi, Yong
    Zhang, Peng
    Nie, Guangli
    Jiang, Wenhan
    2009 INTERNATIONAL CONFERENCE ON BUSINESS INTELLIGENCE AND FINANCIAL ENGINEERING, PROCEEDINGS, 2009, : 445 - 449
  • [7] Matrix reduction based on generalized PCA method in face recognition
    Li, Chunjing
    Liu, Jinwu
    Wang, Anning
    Li, Kai
    2014 5TH INTERNATIONAL CONFERENCE ON DIGITAL HOME (ICDH), 2014, : 35 - 38
  • [8] Face recognition on ORL and YELL database using PCA method
    Jelsovka, Dominik
    Hudec, Robert
    KNOWLEDGE IN TELECOMMUNICATION TECHNOLOGIES AND OPTICS 2010 (KTTO 2010), 2010, : 215 - 219
  • [9] An Optimized Method for Face Recognition Using PCA and PSO Techniques
    Chaimaa, Khoudda
    El Miloud, Smaili
    Salma, Azzouzi
    Charaf, My El Hassan
    ADVANCED INTELLIGENT SYSTEMS FOR SUSTAINABLE DEVELOPMENT (AI2SD'2020), VOL 2, 2022, 1418 : 762 - 773
  • [10] Symmetrical PCA in face recognition
    Yang, Q
    Ding, XQ
    2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, 2002, : 97 - 100