TY - GEN
T1 - Iris pattern obfuscation in digital images
AU - Thavalengal, Shejin
AU - Vranceanu, Ruxandra
AU - Condorovici, Razvan G.
AU - Corcoran, Peter
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/12/23
Y1 - 2014/12/23
N2 - As the imaging systems in handheld devices continue to improve, both in terms of optical quality and the use of advanced computational imaging techniques, we are close to a point where high quality iris images can be obtained from personal images, which in turn can be used for spoofing attacks against iris recognition system. Thus an emerging challenge for next-generation personal imaging devices is to provide a means to obfuscate iris pattern in digital photographs and videos, but without destroying the photo-realistic qualities of the eye regions in a photograph or video. This will effectively reduce the chance of obtaining iris patterns easily, which can be later used for spoofing. In this paper we propose five different techniques for iris pattern obfuscation and perform some initial testing to evaluate which are more robust. In addition some representative samples are provided of the visible effects on the appearance of eye regions.
AB - As the imaging systems in handheld devices continue to improve, both in terms of optical quality and the use of advanced computational imaging techniques, we are close to a point where high quality iris images can be obtained from personal images, which in turn can be used for spoofing attacks against iris recognition system. Thus an emerging challenge for next-generation personal imaging devices is to provide a means to obfuscate iris pattern in digital photographs and videos, but without destroying the photo-realistic qualities of the eye regions in a photograph or video. This will effectively reduce the chance of obtaining iris patterns easily, which can be later used for spoofing. In this paper we propose five different techniques for iris pattern obfuscation and perform some initial testing to evaluate which are more robust. In addition some representative samples are provided of the visible effects on the appearance of eye regions.
UR - https://www.scopus.com/pages/publications/84921772968
U2 - 10.1109/BTAS.2014.6996276
DO - 10.1109/BTAS.2014.6996276
M3 - Conference Publication
AN - SCOPUS:84921772968
T3 - IJCB 2014 - 2014 IEEE/IAPR International Joint Conference on Biometrics
BT - IJCB 2014 - 2014 IEEE/IAPR International Joint Conference on Biometrics
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd IEEE/IAPR International Joint Conference on Biometrics, IJCB 2014
Y2 - 29 September 2014 through 2 October 2014
ER -