• DocumentCode
    3173398
  • Title

    Developing a non-intrusive biometric environment

  • Author

    Middleton, Lee ; Wagg, David K. ; Bazin, Alex I. ; Carter, John N. ; Nixon, Mark S.

  • Author_Institution
    Sch. of Electron. & Comput. Sci., Southampton Univ.
  • fYear
    2006
  • fDate
    Oct. 2006
  • Firstpage
    723
  • Lastpage
    728
  • Abstract
    The development of large scale biometric systems requires experiments to be performed on large amounts of data. Existing capture systems are designed for fixed experiments and are not easily scalable. In this scenario even the addition of extra data is difficult. We developed a prototype biometric tunnel for the capture of non-contact biometrics. It is self contained and autonomous. Such a configuration is ideal for building access or deployment in secure environments. The tunnel captures cropped images of the subject´s face and performs a 3D reconstruction of the person´s motion which is used to extract gait information. Interaction between the various parts of the system is performed via the use of an agent framework. The design of this system is a trade-off between parallel and serial processing due to various hardware bottlenecks. When tested on a small population the extracted features have been shown to be potent for recognition. We currently achieve a moderate throughput of approximate 15 subjects an hour and hope to improve this in the future as the prototype becomes more complete
  • Keywords
    biometrics (access control); feature extraction; image recognition; image reconstruction; 3D reconstruction; capture systems; feature extraction; gait information; nonintrusive biometric environment; prototype biometric tunnel; Biometrics; Buildings; Data mining; Feature extraction; Hardware; Image reconstruction; Large-scale systems; Prototypes; Testing; Throughput;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    1-4244-0259-X
  • Electronic_ISBN
    1-4244-0259-X
  • Type

    conf

  • DOI
    10.1109/IROS.2006.282619
  • Filename
    4058444