• DocumentCode
    1859509
  • Title

    Face recognition based on neuron fuzzy systems

  • Author

    Yuan, Xue ; Lu, Jianming ; Yahagi, Takashi

  • Author_Institution
    Graduate Sch. of Sci. & Technol., Chiba Univ., Japan
  • Volume
    3
  • fYear
    2004
  • fDate
    25-28 July 2004
  • Abstract
    This paper presents a method for face recognition based on fuzzy clustering and parallel neural networks. Neural networks have been widely used for pattern recognition in various fields. However, the computing efficiency and the recognition rate decrease rapidly if the scale of neural network increases. In this paper, a new method of face recognition based on neuro-fuzzy system is proposed. In particular, the face pattern is divided into several small-scale parallel neural networks based on fuzzy clustering. Experimental results show the effectiveness of the proposed method.
  • Keywords
    face recognition; fuzzy set theory; fuzzy systems; neural nets; pattern clustering; face recognition; fuzzy clustering; neurofuzzy system; neuron fuzzy systems; parallel neural networks; pattern recognition; Computer networks; Face detection; Face recognition; Fuzzy neural networks; Fuzzy systems; Neural networks; Neurons; Paper technology; Pattern recognition; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on
  • Print_ISBN
    0-7803-8346-X
  • Type

    conf

  • DOI
    10.1109/MWSCAS.2004.1354289
  • Filename
    1354289