• DocumentCode
    3629162
  • Title

    Effects of 3D registration on subspace based face recognition methods

  • Author

    Bulent Ustun;Ugur Halici;Ilkay Ulusoy;Tolga Inan

  • Author_Institution
    Elektrik ve Elektronik M?hendisli?i B?l?m?, Orta Do?u Teknik ?niversitesi, Turkey
  • fYear
    2008
  • fDate
    4/1/2008 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The effect of 3D registation is examined through various subspace based recognition algorithms. Iterative Closest Point (ICP) algorithm and its variations are used for registration and Eigenface, Fisherface, NMF (Nonnegative Matrix Factorization) and ICA (Independent Component Analysis) are used for recognition. It is observed that ICP and its variations converges to the place on the database FRGC v.1 used. Among the recognition algorithms Fisher-face and ICA are performed better than the others.
  • Keywords
    "Algorithm design and analysis","Three dimensional displays","Face recognition","Independent component analysis","Iterative closest point algorithm","Art","Conferences"
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, Communication and Applications Conference, 2008. SIU 2008. IEEE 16th
  • ISSN
    2165-0608
  • Print_ISBN
    978-1-4244-1998-2
  • Type

    conf

  • DOI
    10.1109/SIU.2008.4632755
  • Filename
    4632755
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3629162