• DocumentCode
    2267385
  • Title

    Spectral face clustering

  • Author

    Palit, Biswaroop ; Nigam, Rakesh ; Perlmutter, Keren ; Perlmutter, Sharon

  • Author_Institution
    AOL, Bangalore, India
  • fYear
    2009
  • fDate
    Sept. 27 2009-Oct. 4 2009
  • Firstpage
    186
  • Lastpage
    191
  • Abstract
    Recognizing and clustering similar faces are important for organizing digital photos. We present a novel clustering method based on spectral clustering to group faces in a photo album. The main contribution is the proposal of a distance metric that is robust to outlier features present in the facial images.
  • Keywords
    face recognition; pattern clustering; digital photos organization; distance metric; spectral face clustering; Clustering algorithms; Clustering methods; Conferences; Face recognition; Feedback; Organizing; Proposals; Robustness; Terminology; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision Workshops (ICCV Workshops), 2009 IEEE 12th International Conference on
  • Conference_Location
    Kyoto
  • Print_ISBN
    978-1-4244-4442-7
  • Electronic_ISBN
    978-1-4244-4441-0
  • Type

    conf

  • DOI
    10.1109/ICCVW.2009.5457700
  • Filename
    5457700
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2267385