• DocumentCode
    3401480
  • Title

    Age and gender estimation from facial image processing

  • Author

    Hayashi, J. ; Yasumoto, M. ; Ito, H. ; Niwa, Y. ; Koshimizu, H.

  • Author_Institution
    SCCS, Chukyo Univ., Toyota, Japan
  • Volume
    1
  • fYear
    2002
  • fDate
    5-7 Aug. 2002
  • Firstpage
    13
  • Abstract
    We are researching about an age and gender estimation based on wrinkle texture and color of facial images. A preliminary questionnaire (enquete) examination on how effectively the facial images could be used for gender and age estimations was executed by using 300 different faces and 21 examinees. Wrinkles appearing in the face and the shape and size of the facial parts are selected to model the age and gender estimation in this research basing on this enquete. Basing on this preliminary consideration, an image-processing algorithm for wrinkle modeling, was proposed. In addition, a method for making relationships between facial images and their keywords was proposed by using the latent semantic indexing. An efficient interface for displaying the relationships among keywords and facial images has been introduced with 2D/3D-feature space defined by the indexing.
  • Keywords
    face recognition; feature extraction; image colour analysis; image texture; skin; age estimation; color; facial image processing; gender estimation; latent semantic indexing; wrinkle modeling; wrinkle texture; Humans; Image processing; Indexing; Indium phosphide; Large Hadron Collider; Psychology; Shape; Skin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE 2002. Proceedings of the 41st SICE Annual Conference
  • Print_ISBN
    0-7803-7631-5
  • Type

    conf

  • DOI
    10.1109/SICE.2002.1195171
  • Filename
    1195171