• DocumentCode
    1790625
  • Title

    Face recognition via discriminative dictionary learning

  • Author

    Jaesik Yoon ; Yoo, Choong D.

  • Author_Institution
    Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
  • fYear
    2014
  • fDate
    22-25 June 2014
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    This paper proposes a novel discriminative dictionary learning algorithm for face recognition. A benefit of proposed algorithm is that it can learn discriminative dictionary by represented sparse coding. Our proposed algorithm makes more discriminative features than previous by using the discriminative dictionary. Face recognition experiment is performed for Extended Yale B face dataset and shows better performance than ever.
  • Keywords
    face recognition; image coding; learning (artificial intelligence); discriminative dictionary learning algorithm; discriminative features; extended Yale B face dataset; face recognition; represented sparse coding; Classification algorithms; Dictionaries; Encoding; Face; Face recognition; Image coding; Linear programming; dictionary learning; face recognition; sparse coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
  • Conference_Location
    JeJu Island
  • Type

    conf

  • DOI
    10.1109/ISCE.2014.6884538
  • Filename
    6884538
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1790625