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
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