• DocumentCode
    428401
  • Title

    Face recognition using multiple recognizers

  • Author

    Vatsa, Mayank ; Singh, Richa ; Gupta, P.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Indian Inst. of Technol., Kanpur, India
  • Volume
    3
  • fYear
    2004
  • fDate
    10-13 Oct. 2004
  • Firstpage
    2186
  • Abstract
    In this paper we have presented a fusion of three face recognizers, LFA, LBA and KDDA, which combines the three confidence measure factors (CMFs) using a RBF neural network. This strategy is used to increase the accuracy of the face recognition system. The recognizer is tested on AT&T-ORL, AR and IITK face database and the results are found to be more than 95%.
  • Keywords
    face recognition; feature extraction; radial basis function networks; RBF neural network; confidence measure factors; face recognition; kernel direct discriminant analysis; line based algorithm; local feature analysis; multiple recognizers; Algorithm design and analysis; Biometrics; Computer science; Face detection; Face recognition; Humans; Image analysis; Image databases; Layout; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2004 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-8566-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2004.1400652
  • Filename
    1400652
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=428401