DocumentCode :
2082896
Title :
Biometric authentication via oculomotor plant characteristics
Author :
Komogortsev, Oleg V. ; Karpov, Alex ; Price, Larry R. ; Aragon, Cecilia
Author_Institution :
Texas State Univ., San Marcos, TX, USA
fYear :
2012
fDate :
March 29 2012-April 1 2012
Firstpage :
413
Lastpage :
420
Abstract :
A novel biometrics approach that performs authentication via the internal non-visible anatomical structure of an individual human eye is proposed and evaluated. To provide authentication, the proposed method estimates the anatomical characteristics of the oculomotor plant (comprising the eye globe, its muscles and the brain´s control signals). The estimation of the oculomotor plant characteristics (OPC) is achieved by analyzing the recorded eye movement trajectories via a 2D linear homeomorphic mathematical representation of the oculomotor plant. The derived OPC allow authentication via various statistical methods and information fusion techniques. The proposed authentication method yielded Half Total Error Rate of 19% for a pool of 59 recorded subjects in the best case. The OPC biometric authentication has high counterfeit resistance potential, because it includes both behavioral and physiological human attributes that are hard to reproduce.
Keywords :
authorisation; behavioural sciences; biometrics (access control); eye; muscle; neurophysiology; sensor fusion; statistical analysis; 2D linear homeomorphic mathematical representation; OPC biometric authentication; anatomical characteristics; behavioral attributes; biometric authentication; brain control signal; counterfeit resistance potential; eye globe muscles; half total error rate; human eye; information fusion techniques; internal nonvisible anatomical structure; oculomotor plant characteristics; physiological human attributes; recorded eye movement trajectories; statistical method; Authentication; Classification algorithms; Estimation; Humans; Muscles; Support vector machine classification; Trajectory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biometrics (ICB), 2012 5th IAPR International Conference on
Conference_Location :
New Delhi
Print_ISBN :
978-1-4673-0396-5
Electronic_ISBN :
978-1-4673-0397-2
Type :
conf
DOI :
10.1109/ICB.2012.6199786
Filename :
6199786
Link To Document :
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