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
来源：
ELECTRONICS LETTERS | 2002年 / 38卷 / 25期
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
  • [31] A hybrid method based on the completely positive-tensors and PCA for face recognition
    Hamid Reza Yazdani
    Alireza Shojaeifard
    Multimedia Tools and Applications, 2025, 84 (9) : 5947 - 5959
  • [32] Grid-based multi-scale PCA method for face recognition in the large face database
    Zhang, HY
    Ma, HD
    Ming, AL
    ADVANCED WEB AND NETWORK TECHNOLOGIES, AND APPLICATIONS, PROCEEDINGS, 2006, 3842 : 1033 - 1040
  • [33] PFP-PCA: Parallel Fixed Point PCA Face Recognition
    Rujirakul, Kanokmon
    So-In, Chakchai
    Arnonkijpanich, Banchar
    Sunat, Khamron
    Poolsanguan, Sarayut
    FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS, MODELLING AND SIMULATION (ISMS 2013), 2013, : 409 - 414
  • [34] A novel face recognition algorithm based on PCA
    Gottumukkal, R
    Asari, VK
    PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2003, : 744 - 747
  • [35] Optimization of PCA based face recognition models
    Guru, D. S.
    Divya, R.
    Vikram, T. N.
    PROGRESS IN PATTERN RECOGNITION, 2007, : 203 - 213
  • [36] Research Based on Improving PCA Face Recognition
    Xu Henghui
    Sun Xuan
    Xiao Wenwen
    2019 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION PROCESSING (ICIIP 2019), 2019, : 69 - 72
  • [37] Symmetrical PCA and its application to face recognition
    Yang, Qiong
    Ding, Xiao-Qing
    Jisuanji Xuebao/Chinese Journal of Computers, 2003, 26 (09): : 1146 - 1151
  • [38] Face Recognition Using PCA and Geometric Approach
    Tummala, Navya Sushma
    Sekhar, P. N. R. L. Chandra
    2017 INTERNATIONAL CONFERENCE ON COMPUTING METHODOLOGIES AND COMMUNICATION (ICCMC), 2017, : 562 - 565
  • [39] Face Recognition Based on Improved PCA Reconstruction
    Wang, Zhenhai
    Li, Xiaodong
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 6272 - 6276
  • [40] Face recognition using a color PCA framework
    Thomas, M.
    Kumar, S.
    Kambhamettu, C.
    COMPUTER VISION SYSTEMS, PROCEEDINGS, 2008, 5008 : 373 - 382
12345