• DocumentCode
    2955834
  • Title

    Artificial neural network-based face recognition

  • Author

    Reda, A. ; Aoued, B.

  • Author_Institution
    Dept. of Comput. Sci., Sidi Bel-Abbes Univ., Algeria
  • fYear
    2004
  • fDate
    21-24 March 2004
  • Firstpage
    439
  • Lastpage
    442
  • Abstract
    This document demonstrates how a face recognition system can be designed with artificial neural network. Note that the training process did not consist of a single call to a training function. Instead, the network was trained several times on various input ideal and noisy images, the images that contents faces. In this case training a network on different sets of noisy images forced the network to learn how to deal with noise, a common problem in the real world.
  • Keywords
    backpropagation; face recognition; neural nets; artificial neural network; face recognition system; noisy images; training process; Artificial neural networks; Design engineering; Distributed information systems; Face detection; Face recognition; Humans; Image databases; Laboratories; Neural networks; Neurons;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Communications and Signal Processing, 2004. First International Symposium on
  • Conference_Location
    Hammamet, Tunisia
  • Print_ISBN
    0-7803-8379-6
  • Type

    conf

  • DOI
    10.1109/ISCCSP.2004.1296323
  • Filename
    1296323