• DocumentCode
    3168612
  • Title

    Real-time facial-feature tracking based on matching techniques and its applications

  • Author

    Sako, Hiroshi ; Whitehouse, Mark ; Smith, Anthony ; Sutherland, Alistair

  • Author_Institution
    Res. & Dev. Centre, Hitachi Europe Ltd., Dublin, Ireland
  • Volume
    2
  • fYear
    1994
  • fDate
    9-13 Oct 1994
  • Firstpage
    320
  • Abstract
    This paper describes a method of real-time facial-feature extraction which is based on matching techniques. The method is composed of facial-area extraction and mouth-area extraction using colour histogram matching, and eye-area extraction using template matching. By the combination of these methods, we can realize real-time processing, user-independent recognition and tolerance to changes of the environment. Also, this paper touches on neural networks which can extract characteristics for recognizing the shape of facial parts. The methods were implemented in an experimental image processing system, and we discuss the cases that the system is applied to man-machine interface using facial gesture and to sign language translation
  • Keywords
    Data mining; Face recognition; Feature extraction; Histograms; Image recognition; Neural networks; Samarium; Shape; Statistics; User interfaces;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1994. Vol. 2 - Conference B: Computer Vision & Image Processing., Proceedings of the 12th IAPR International. Conference on
  • Conference_Location
    Jerusalem
  • Print_ISBN
    0-8186-6270-0
  • Type

    conf

  • DOI
    10.1109/ICPR.1994.576928
  • Filename
    576928