• 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