Understanding the subject-specific effects of pupil dilation on iris recognition in the NIR spectrum

A recent report from the National Institute of Standards and Technology (NIST) showed that changes in pupil dilation affect the performance of iris recognition algorithms. Hence, there is a need to explore the effects of pupil motion from a biological standpoint. Our work looks at the pupil's r...

Full description

Saved in:
Bibliographic Details
Published in2015 IEEE International Symposium on Technologies for Homeland Security (HST) pp. 1 - 6
Main Authors Gejji, R. S., Clark, A. D., Crihalmeanu, S., Rossy, A. A.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.04.2015
Subjects
Delays
History
Iris recognition
Lighting
Mathematical model
Muscles
Retina
Online AccessGet full text
DOI10.1109/THS.2015.7225317

Cover

More Information
Summary:A recent report from the National Institute of Standards and Technology (NIST) showed that changes in pupil dilation affect the performance of iris recognition algorithms. Hence, there is a need to explore the effects of pupil motion from a biological standpoint. Our work looks at the pupil's response to light, otherwise known as the pupil light reflex (PLR). By modeling the PLR using a nonlinear delay differential equation while considering images acquired in the near infrared (NIR) spectral band, we study both average and subject-specific pupil dilation effects. Experiments conducted on the WVU iris video dataset1 convey the efficacy of our work in describing and evaluating pupillary response for both general and individual responses. The results of this work can be used to develop robust iris recognition algorithms that handle the effects of pupil dilation.
DOI:10.1109/THS.2015.7225317