• DocumentCode
    794332
  • Title

    SVM-based face verification with feature set of small size

  • Author

    Lee, Kyunghee ; Yongwha Chung ; Byun, Hyeran

  • Author_Institution
    Inf. Security Technol. Div., Electron. & Telecommun. Res. Inst., Daejeon, South Korea
  • Volume
    38
  • Issue
    15
  • fYear
    2002
  • fDate
    7/18/2002 12:00:00 AM
  • Firstpage
    787
  • Lastpage
    789
  • Abstract
    An efficient algorithm for face verification is presented, which uses support vector machines with the feature set extracted by genetic algorithms (GA). By using the GA in selecting the discriminating feature set, we obtain a high recognition rate even with a small amount of memory
  • Keywords
    face recognition; feature extraction; genetic algorithms; learning automata; SVM-based face verification; efficient algorithm; feature set extraction; genetic algorithms; high recognition rate; memory; support vector machines;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20020591
  • Filename
    1021843
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=794332