• DocumentCode
    389427
  • Title

    Face boundary extraction by statistical constraint active contour model

  • Author

    Sun, Darui ; Zhou, Zhaojie ; Wu, Lenan

  • Author_Institution
    Dept. of Radio Eng., Southeast Univ., Nanjing, China
  • Volume
    6
  • fYear
    2002
  • fDate
    6-9 Oct. 2002
  • Abstract
    Facial feature detection is very important in the face recognition literature. We propose a facial boundary extraction method, which includes two steps. Firstly, the facial geometry feature, such as eye, mouth, nose is detected by the eigenfeature method. Secondly, under the help of the geometry feature, the face boundary can be extracted by the statistical constraint active contour model (SCACM) and repeating initialization. The experiment shows the proposed method is effective.
  • Keywords
    computational geometry; edge detection; face recognition; feature extraction; splines (mathematics); eigenfeature method; experiment; eye; face boundary extraction; face recognition; facial feature detection; facial geometry feature detection; mouth; nose; repeating initialization; statistical constraint active contour model; Active contours; Computer vision; Electronic mail; Face detection; Face recognition; Facial features; Feature extraction; Shape; Spline; Sun;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2002 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-7437-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.2002.1175615
  • Filename
    1175615