• DocumentCode
    3124005
  • Title

    Intelligent system for automatic adjustment of 3D facial shape model and face expression recognition

  • Author

    Ji, Seunghwan ; Yoon, Changyong ; Park, Jungho ; Park, Mignon

  • Author_Institution
    Dept. of Electron. Eng., Yonsei Univ., Seoul, South Korea
  • Volume
    3
  • fYear
    1999
  • fDate
    22-25 Aug. 1999
  • Firstpage
    1579
  • Abstract
    A facial expression recognition system using features from the automatically adjusted 3D facial shape model is proposed in this dissertation. The region of face is detected from input images with a face and the 3D facial shape model is deformed to fit the detected region and the facial feature points. In this paper, the face synthesis techniques are applied to face region detection and the extracted features are used for training of the intelligent facial expression recognition system. Then the face expression recognition system employs a neuro-fuzzy technology with supervised-learning function. Some experiments are accomplished using various image data, it was turned out that the region detection and 3D shape model adjustment method is efficient and the processing time was reduced.
  • Keywords
    computational complexity; face recognition; fuzzy neural nets; knowledge based systems; learning (artificial intelligence); 3D facial shape model; 3D shape model adjustment method; automatic adjustment; face expression recognition; feature extraction; intelligent system; neuro-fuzzy technology; processing time reduction; region detection; supervised-learning function; Deformable models; Emotion recognition; Face detection; Face recognition; Feature extraction; Humans; Image recognition; Intelligent systems; Pixel; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems Conference Proceedings, 1999. FUZZ-IEEE '99. 1999 IEEE International
  • Conference_Location
    Seoul, South Korea
  • ISSN
    1098-7584
  • Print_ISBN
    0-7803-5406-0
  • Type

    conf

  • DOI
    10.1109/FUZZY.1999.790140
  • Filename
    790140