• DocumentCode
    1708746
  • Title

    Building a computation savings real-time face detection and recognition system

  • Author

    Cheong, Wee Lau ; Char, Cheng Mun ; Lim, Yi Chwen ; Lim, Samuel ; Khor, Siak Wang

  • Author_Institution
    Fac. of Inf. & Commun. Technol., Univ. Tunku Abdul Rahman, Petaling Jaya, Malaysia
  • Volume
    1
  • fYear
    2010
  • Abstract
    This paper presents two techniques in developing a computation savings Real-Time Face Detection and Recognition System. There have been numerous techniques proposed for face detection and face recognition. Most techniques emphasize on the efficiency in getting positive results, but when come to implementation in a real-time system, speed is vital. We focuses on our proposed methods to speed up and optimize the system components, e.g. the image resolution resizing technique to perform faster face detection in high resolution image, and face tracking to reduce redundant processes in face recognition. Our system testing reveals that the techniques are effective whereby the system is successfully optimized to have improved computation speed especially in a computationally constrained task environment, thus making it compatible for real-time applications.
  • Keywords
    face recognition; image resolution; real-time systems; face detection; face recognition; face tracking; image resolution resizing technique; real-time system; Face; Face detection; Face recognition; Image resolution; Optimization; Real time systems; Smart cameras; face detection; face recognition; optimization; real-time;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Systems (ICSPS), 2010 2nd International Conference on
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4244-6892-8
  • Electronic_ISBN
    978-1-4244-6893-5
  • Type

    conf

  • DOI
    10.1109/ICSPS.2010.5555245
  • Filename
    5555245