DocumentCode :
1435378
Title :
Biometric Authentication System on Mobile Personal Devices
Author :
Tao, Qian ; Veldhuis, Raymond
Author_Institution :
Dept. of Electr. Eng., Math. & Comput. Sci., Univ. of Twente, Enschede, Netherlands
Volume :
59
Issue :
4
fYear :
2010
fDate :
4/1/2010 12:00:00 AM
Firstpage :
763
Lastpage :
773
Abstract :
We propose a secure, robust, and low-cost biometric authentication system on the mobile personal device for the personal network. The system consists of the following five key modules: 1) face detection; 2) face registration; 3) illumination normalization; 4) face verification; and 5) information fusion. For the complicated face authentication task on the devices with limited resources, the emphasis is largely on the reliability and applicability of the system. Both theoretical and practical considerations are taken. The final system is able to achieve an equal error rate of 2% under challenging testing protocols. The low hardware and software cost makes the system well adaptable to a large range of security applications.
Keywords :
biometrics (access control); face recognition; image registration; mobile computing; reliability; sensor fusion; biometric authentication system; face detection; face registration; face verification; illumination normalization; information fusion; mobile personal device; personal network; reliability; Authentication; Biometrics; Costs; Error analysis; Face detection; Hardware; Lighting; Protocols; Robustness; System testing; Biometric authentication; detection; face; fusion; illumination; registration; verification;
fLanguage :
English
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9456
Type :
jour
DOI :
10.1109/TIM.2009.2037873
Filename :
5427303
Link To Document :
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