• DocumentCode
    2526228
  • Title

    A Key Frame Selection-Based Facial Expression Recognition System

  • Author

    Guo, S.M. ; Pan, Y.A. ; Liao, Yuan Chang ; Hsu, C.Y. ; Tsai, J.S.H. ; Chang, C.I.

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Cheng Kung Univ., Tainan
  • Volume
    3
  • fYear
    2006
  • fDate
    Aug. 30 2006-Sept. 1 2006
  • Firstpage
    341
  • Lastpage
    344
  • Abstract
    Automatic recognition of facial expressions has received considerable interest in the computer vision. This paper presents a key frame selection-based system for recognition of four basic facial expressions: happiness, anger, sadness and surprise, in image sequences. The proposed new approach is designed for recognition of facial expressions via a key frame selection of the facial motion from an image sequence where an optical flow is used to determine changes in a facial expression, experimental results demonstrate that the proposed automatic recognition process significantly improves the computational complexity encountered in facial expression recognition while enhancing the ability of recognition
  • Keywords
    computational complexity; computer vision; emotion recognition; face recognition; image sequences; computational complexity; computer vision; facial expression recognition system; facial motion; image sequence; key frame selection; Computer science; Face detection; Face recognition; Facial features; Feature extraction; Image processing; Image recognition; Image sequences; Remote sensing; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Computing, Information and Control, 2006. ICICIC '06. First International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7695-2616-0
  • Type

    conf

  • DOI
    10.1109/ICICIC.2006.383
  • Filename
    1692184