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
fDate :
4/1/2010 12:00:00 AM
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;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2009.2037873