• DocumentCode
    3486432
  • Title

    How would you look as you age ?

  • Author

    Ramanathan, Narayanan ; Chellappa, Rama

  • fYear
    2009
  • fDate
    7-10 Nov. 2009
  • Firstpage
    53
  • Lastpage
    56
  • Abstract
    Facial appearances change with increase in age. While generic growth patterns that are characteristic of different age groups can be identified, facial growth is also observed to be influenced by individual-specific attributes such as one´s gender, ethnicity, life-style etc. In this paper, we propose a facial growth model that comprises of transformation models for facial shape and texture. We collected empirical data pertaining to facial growth from a database of age-separated face images of adults and used the same in developing the aforementioned transformation models. The proposed model finds applications in predicting one´s appearance across ages and in performing face verification across ages.
  • Keywords
    face recognition; image texture; age-separated face image database; face verification; facial appearances; facial growth model; facial shape transformation models; facial texture transformation model; Aging; Authentication; Computational modeling; Face detection; Face recognition; Image databases; Lighting; Predictive models; Research initiatives; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2009 16th IEEE International Conference on
  • Conference_Location
    Cairo
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-5653-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2009.5413998
  • Filename
    5413998