• DocumentCode
    475964
  • Title

    Online face recognition algorithm based on fuzzy ART

  • Author

    Gu, Ming ; Zhou, Jing-zhou ; Li, Jian-zhong

  • Author_Institution
    Dept. of Software Eng., ShenZhen Polytech., Shenzhen
  • Volume
    1
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    556
  • Lastpage
    560
  • Abstract
    After the modification of the fuzzy ART neural network operations. An algorithm based on fuzzy ART neural network which can deal with online-learning and recognition of the known and unknown faces at the same time is designed and realized. The simulation experiment results show an online maximum recognition rate is 86.3% and offline recognition rates are nearly 100% when the proper network parameters are selected. 400 images of 40 persons in the publicly available AT&T face database[1] are used for simulation experiment.
  • Keywords
    ART neural nets; face recognition; fuzzy neural nets; learning (artificial intelligence); fuzzy ART neural network operations; online face recognition algorithm; online training; Cybernetics; Face detection; Face recognition; Fuzzy neural networks; Fuzzy systems; Machine learning; Neural networks; Software algorithms; Spatial databases; Subspace constraints; Algorithm; Face Recognition; Fuzzy ART; Neural Network; Online Training;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620467
  • Filename
    4620467
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=475964