• DocumentCode
    2740397
  • Title

    Real-Time Efficient Parallel Thermal and Visual Face Recognition Fusion

  • Author

    Ali, Usman ; Taj, Jahanzeb Ahmad ; Hussain, Talib ; Hussain, Mazhar

  • Author_Institution
    COMSATS Inst. of Inf. Technol., Abbottabad
  • fYear
    2006
  • fDate
    7-10 May 2006
  • Firstpage
    569
  • Lastpage
    574
  • Abstract
    Parallel architecture for fast and efficient visual and thermal face recognition fusion biometric system is presented in this paper. Almost all the decision fusion techniques, in the literature, are computationally expensive. Gabor filter technique is used for recognition of features from input image and the database images. As Gabor filter itself has high computational requirements, so we have proposed a parallel solution, which is fast and efficient. Paper also discusses the performance issues of cluster computing based parallel face recognition along with its limitations and benefits
  • Keywords
    Gabor filters; biometrics (access control); face recognition; parallel architectures; Gabor filter; biometric system; cluster computing; parallel architecture; parallel image processing; thermal face recognition; visual face recognition; Computer vision; Concurrent computing; Face recognition; Gabor filters; Image databases; Image processing; Independent component analysis; Parallel processing; Principal component analysis; Visual databases; Cluster computing; Decision fusion; Face recognition; Gabor Filter; Parallel image processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electro/information Technology, 2006 IEEE International Conference on
  • Conference_Location
    East Lansing, MI
  • Print_ISBN
    0-7803-9592-1
  • Electronic_ISBN
    0-7803-9593-X
  • Type

    conf

  • DOI
    10.1109/EIT.2006.252208
  • Filename
    4017765