Face Recognition Based On Radial Basis Function Neural Networks

被引：3
|
作者：
Wang, Weihua [1 ]
机构：
[1] Chongqing Univ Arts & Sci, Sch Comp, Chongqing 40216, Peoples R China
来源：
2008 INTERNATIONAL SEMINAR ON FUTURE INFORMATION TECHNOLOGY AND MANAGEMENT ENGINEERING, PROCEEDINGS | 2008年
关键词：
D O I：
10.1109/FITME.2008.79
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
The face recognition is an active subject in the area of computer pattern recognition, which has been a focus in reach for the last couple of decades because of its widely potential applications. A face recognition approach is put forward based on the RBF neural network. Also discussed are the problem of feature of a face image vector, the problem of normalization of the image-size, and the problem of training algorithm of hidden layer's neural nodes. Experiments have been conducted on ORL face database. The results show that compared with BP neural network, the RBF neural network can decrease the error rate, the training time, and the recognition time efficiently.
引用
收藏
页码：41 / 44
页数：4
相关论文
共 50 条
  • [1] Face recognition with radial basis function (RBF) neural networks
    Er, MJ
    Wu, SQ
    Lu, JW
    Toh, HL
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2002, 13 (03): : 697 - 710
  • [2] Design of face recognition system based on fuzzy transform and radial basis function neural networks
    Roh, Seok-Beom
    Oh, Sung-Kwun
    Yoon, Jin-Hee
    Seo, Kisung
    SOFT COMPUTING, 2019, 23 (13) : 4969 - 4985
  • [3] Face recognition based on radial basis function neural networks using subtractive clustering algorithm
    Dang, Jianwu
    Wang, Yangping
    Zhao, Shuxu
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 728 - 728
  • [4] Face Recognition Using Posterior Distance Model Based Radial Basis Function Neural Networks
    Thakur, S.
    Sing, J. K.
    Basu, D. K.
    Nasipuri, M.
    PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS, 2009, 5909 : 470 - +
  • [5] Design of face recognition system based on fuzzy transform and radial basis function neural networks
    Seok-Beom Roh
    Sung-Kwun Oh
    Jin-Hee Yoon
    Kisung Seo
    Soft Computing, 2019, 23 : 4969 - 4985
  • [6] Evolutionary algorithm of radial basis function neural networks and its application in face recognition
    Li, Jianyu
    Huang, Xianglin
    Li, Rui
    Yang, Shuzhong
    Qi, Yingjian
    INTELLIGENT INFORMATION PROCESSING AND WEB MINING, PROCEEDINGS, 2006, : 65 - +
  • [7] Real time face and mouth recognition using radial basis function neural networks
    Balasubramanian, M.
    Palanivel, S.
    Ramalingam, V.
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) : 6879 - 6888
  • [8] Vehicle Type Recognition Based On Radial Basis Function Neural Networks
    Wang, Weihua
    FIRST IITA INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2009, : 444 - 447
  • [9] Partial face recognition using Radial Basis Function networks
    Sato, K
    Shah, S
    Aggarwal, JK
    AUTOMATIC FACE AND GESTURE RECOGNITION - THIRD IEEE INTERNATIONAL CONFERENCE PROCEEDINGS, 1998, : 288 - 293
  • [10] License Plate Recognition Algorithm Based on Radial Basis Function Neural Networks
    Wang, Weihua
    2009 INTERNATIONAL SYMPOSIUM ON INTELLIGENT UBIQUITOUS COMPUTING AND EDUCATION, 2009, : 38 - 41
12345