Isolating iris template ageing in a semi-controlled environment
Hofbauer, Heinz, Tomeo-Reyes, Inmaculada, & Uhl, Andreas (2016) Isolating iris template ageing in a semi-controlled environment. In International Conference of the Biometrics Special Interest Group (BIOSIG), 21-23 September 2016, Darmstadt, Germany.
The ageing of the iris and its influence on recognition performance is a hotly debated topic. Template ageing in iris biometrics is often attributed to changes during acquisition rather than the natural ageing of the iris. In this paper, we attempt to isolate template ageing effects in iris recognition by using a semi-controlled environment (selecting a subset from a larger database) and controlling as many factors as possible in the biometric tool-chain. This includes manual segmentation and the use of a non-linear biomechanical model to alleviate the influence of pupillary dilation. Despite our efforts, we still find iris template ageing to be apparent in the results.
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|Item Type:||Conference Paper|
|Keywords:||Biometrics, Iris recognition, Iris ageing|
|Subjects:||Australian and New Zealand Standard Research Classification > ENGINEERING (090000) > ELECTRICAL AND ELECTRONIC ENGINEERING (090600) > Signal Processing (090609)|
|Divisions:||Current > Schools > School of Electrical Engineering & Computer Science
Current > QUT Faculties and Divisions > Science & Engineering Faculty
|Copyright Owner:||Copyright 2016 [Please consult the author]|
|Deposited On:||04 Oct 2016 03:26|
|Last Modified:||09 Oct 2016 06:25|
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