• DocumentCode
    2644606
  • Title

    Apparent age estimation system based on age perception

  • Author

    Fukai, Hironobu ; Takimoto, Hironori ; Mitsukura, Yasue ; Fukumi, Minoru

  • Author_Institution
    Tokyo Univ. of Agric. & Technol., Tokyo
  • fYear
    2007
  • fDate
    17-20 Sept. 2007
  • Firstpage
    2808
  • Lastpage
    2812
  • Abstract
    The age is one of important information in our living. If the age estimation that uses face image by computer becomes possible, it is thought that the age estimation assumes an important role in various scenes. In this paper, we propose an age estimation every age by using the supervised SOM. Furthermore, the important features for the age estimation are selected by the GA.
  • Keywords
    face recognition; genetic algorithms; self-organising feature maps; age perception; apparent age estimation system; face image; genetic algorithm; supervised self-organizing map; Agricultural engineering; Agriculture; Control engineering; Data mining; Educational institutions; Genetic algorithms; Humans; Layout; Shape; Systems engineering and theory; age estimation; genetic algorithm (GA); self-organizing map (SOM);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE, 2007 Annual Conference
  • Conference_Location
    Takamatsu
  • Print_ISBN
    978-4-907764-27-2
  • Electronic_ISBN
    978-4-907764-27-2
  • Type

    conf

  • DOI
    10.1109/SICE.2007.4421466
  • Filename
    4421466
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2644606