• DocumentCode
    3061346
  • Title

    A New Hybrid Approach for Information Fusion in Multibiometric Systems

  • Author

    Imran, Mohammad ; Rao, Ashok ; Kumar, G. Hemantha

  • Author_Institution
    DoS in Comput. Sci., Univ. of Mysore, Mysore, India
  • fYear
    2011
  • fDate
    15-17 Dec. 2011
  • Firstpage
    235
  • Lastpage
    238
  • Abstract
    This paper proposes a new hybrid approach to verification aspect of a multibiometric system. This also gives a comparative analysis with traditional approaches such as multialgorithmic and multimodal versions of the same. For evaluating the performance we have considered different level of fusion with different fusion strategies for all the approaches, we have also calculated average EER to compare. Results from the experiments allow us to claim that the proposed hybrid approach performs better than traditional approaches and also consumes optimal number of modalities.
  • Keywords
    biometrics (access control); performance evaluation; sensor fusion; EER; comparative analysis; hybrid approach; information fusion; multibiometric system; performance evaluation; verification aspect; Accuracy; Algorithm design and analysis; Face; Feature extraction; Fingers; Iris recognition; Fusion; Hybrid approach; Multi-algorithmic; Multibiometrics; Multimodal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), 2011 Third National Conference on
  • Conference_Location
    Hubli, Karnataka
  • Print_ISBN
    978-1-4577-2102-1
  • Type

    conf

  • DOI
    10.1109/NCVPRIPG.2011.57
  • Filename
    6133044