• DocumentCode
    3090036
  • Title

    A heuristic approach to 3D face modelling for efficient face recognition

  • Author

    Chakraborti, Tathagata ; Sengupta, Aparajita ; Konar, Amit ; Ramadoss, J.

  • Author_Institution
    Electron. & Telecommun. Eng., Jadavpur Univ., Kolkata, India
  • fYear
    2012
  • fDate
    4-7 Dec. 2012
  • Firstpage
    312
  • Lastpage
    317
  • Abstract
    This article provides a swarm intelligence approach to 3D face recognition. A parametric evolutionary face model is proposed and the optimal parameters are determined by minimizing an error function. The extracted parameters are employed in the recognition phase for classification. Experimental validations have been performed on the neutral face scans of the CASIA Face Database, a challenging database for face recognition purposes and the results demonstrate the efficacy of the approach.
  • Keywords
    face recognition; minimisation; solid modelling; swarm intelligence; 3D face modelling; 3D face recognition; CASIA face database; error function minimization; neutral face scans; parametric evolutionary face model; swarm intelligence approach; Biological system modeling; Face; Intelligent systems; Optimization; Runtime; Sociology; Statistics; 3D Face Recognition; Biometrics; Particle Swarm Optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems (HIS), 2012 12th International Conference on
  • Conference_Location
    Pune
  • Print_ISBN
    978-1-4673-5114-0
  • Type

    conf

  • DOI
    10.1109/HIS.2012.6421353
  • Filename
    6421353