• DocumentCode
    3452712
  • Title

    Automatic feature extraction of facial organs and contour

  • Author

    Hara, Fumio ; Tanaka, Katsuaki ; Kobayashi, Hiroshi ; Tange, Akira

  • Author_Institution
    Dept. of Mech. Eng., Sci. Univ. of Tokyo, Japan
  • fYear
    1997
  • fDate
    29 Sep-1 Oct 1997
  • Firstpage
    386
  • Lastpage
    391
  • Abstract
    This paper deals with algorithms for extracting contour lines of eyebrow, eye, nose, mouth, and face contour. First we extract the position of both irises using a correlation technique. Then for the eyebrow, edge-image data are used for determining the position of the eyebrow and the contour of the eyebrow is obtained from binary image data around the eye area. For eyes, the edge between the eyeball and skin is determined easily since the edge is clearly differentiated in the brightness distribution of the image data. For the nose, the edge clearly appears in the image data and then the correlation can determine the nose contour. For the mouth, the position of mouth is determined from image-edge information and brightness distribution and then the correlation can determine the most outer corner points of the mouth. We employ an image energy function to be minimized for obtaining the face contour and a dynamic programming like algorithm is used to obtain the minimum. An average human face contour used as a template can give a good extraction of the face contour
  • Keywords
    CCD image sensors; brightness; correlation methods; dynamic programming; edge detection; face recognition; feature extraction; image segmentation; automatic feature extraction; average human face contour; binary image data; brightness distribution; contour lines; correlation technique; dynamic programming like algorithm; eye; eyebrow; face contour; facial organs; image energy function; irises; mouth; nose; Brightness; Data mining; Eyebrows; Eyes; Face; Feature extraction; Mouth; Nose; Skin; Waveguide discontinuities;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robot and Human Communication, 1997. RO-MAN '97. Proceedings., 6th IEEE International Workshop on
  • Conference_Location
    Sendai
  • Print_ISBN
    0-7803-4076-0
  • Type

    conf

  • DOI
    10.1109/ROMAN.1997.647017
  • Filename
    647017