DocumentCode :
2421113
Title :
Biometric verification via complex eye movements: The effects of environment and stimulus
Author :
Holland, Corey D. ; Komogortsev, Oleg V.
Author_Institution :
Texas State Univ. - San Marcos, San Marcos, TX, USA
fYear :
2012
fDate :
23-27 Sept. 2012
Firstpage :
39
Lastpage :
46
Abstract :
This paper presents an objective evaluation of the effects of stimulus type and eye tracking specifications on the accuracy of biometric verification based on complex eye movement patterns (CEM). Five stimulus types (simple, complex, cognitive, random, textual), six spatial accuracy tiers (0.5°, 1.0°, 1.5°, 2.0°, 2.5°, 3.0°), and six temporal resolution tiers (1000 Hz, 500 Hz, 250 Hz, 120 Hz, 75 Hz, 30 Hz) are evaluated to identify their effects. The results suggest the use of eye tracking equipment capable of 0.5° spatial accuracy and 250 Hz temporal resolution for biometric purposes, though biometric accuracy remains achievable for systems capable of at least 1.0° spatial accuracy and 30 Hz temporal resolution. While not conclusive, the complex and textual pattern stimuli provided the greatest accuracy, with little difference between the remaining stimuli.
Keywords :
biometrics (access control); eye; image motion analysis; retinal recognition; biometric verification; complex eye movement pattern; eye tracking specification; frequency 1000 Hz; frequency 120 Hz; frequency 250 Hz; frequency 30 Hz; frequency 500 Hz; frequency 75 Hz; stimulus type; temporal resolution; textual pattern stimuli; Accuracy; Error analysis; Feature extraction; Spatial resolution; Standards; Tracking; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biometrics: Theory, Applications and Systems (BTAS), 2012 IEEE Fifth International Conference on
Conference_Location :
Arlington, VA
Print_ISBN :
978-1-4673-1384-1
Electronic_ISBN :
978-1-4673-1383-4
Type :
conf
DOI :
10.1109/BTAS.2012.6374556
Filename :
6374556
Link To Document :
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