• DocumentCode
    3066266
  • Title

    Automatic Facial Expression Recognition Based on Local Binary Patterns of Local Areas

  • Author

    Liu, Wei-feng ; Li, Shu-Juan ; Wang, Yan-Jiang

  • Author_Institution
    Coll. of Inf. & Control Eng., China Univ. of Pet. (East China), Dongying, China
  • Volume
    1
  • fYear
    2009
  • fDate
    10-11 July 2009
  • Firstpage
    197
  • Lastpage
    200
  • Abstract
    Automatic facial expression recognition is one of the great challenges in facial expression recognition field. An algrithom of automatic facial expression recognition is proposed based on Local Binary Patterns of local areas (LLBP)in this work. First, the position of eye balls is fixed by projection method. Then the local areas of the eyes and mouthpsilas neighbourhood could be determined through the pri-knowledge of face structure. The LBP feature on the local areas is then computed as the facial feature for facial expression recognition. Finally, the recognition experiment is conducted on the JAFFE facial database, which showd the realibility of the method proposed.
  • Keywords
    image recognition; visual databases; JAFFE facial database; automatic facial expression recognition; face structure; local areas; local binary patterns; projection method; Control engineering; Educational institutions; Eyes; Face detection; Face recognition; Facial features; Image databases; Mouth; Pattern recognition; Petroleum; LLBP; eye location; facial expression recognition; facial feature extraction; local binary patterns;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Engineering, 2009. ICIE '09. WASE International Conference on
  • Conference_Location
    Taiyuan, Shanxi
  • Print_ISBN
    978-0-7695-3679-8
  • Type

    conf

  • DOI
    10.1109/ICIE.2009.36
  • Filename
    5210899