• DocumentCode
    3354855
  • Title

    Automatic Detection of Anthropometric Features from Facial Images

  • Author

    Günay, Asuman ; Nabiyev, V.V.

  • Author_Institution
    Bilgisayar Muhendisligi Bolumu, Karadeniz Teknik Univ., Trabzon, Turkey
  • fYear
    2007
  • fDate
    11-13 June 2007
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this study we try to detect anthropometric features and estimate age from facial images. We designed a neural network and trained it for face detection. In order to locate the facial features we calculate the vertical and horizontal projections and search them for minimums and maximums. Later we calculate some geometrical ratios and differences which are used for age estimation. Experimental results show that our algorithm can detect the face and facial features successfully.
  • Keywords
    anthropometry; face recognition; feature extraction; learning (artificial intelligence); age estimation; anthropometric feature detection; face detection; facial images; neural network; Anthropometry; Computer vision; Face detection; Histograms; Linear discriminant analysis; Principal component analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th
  • Conference_Location
    Eskisehir
  • Print_ISBN
    1-4244-0719-2
  • Electronic_ISBN
    1-4244-0720-6
  • Type

    conf

  • DOI
    10.1109/SIU.2007.4298656
  • Filename
    4298656