DocumentCode
1780671
Title
LivDet-iris 2013 - Iris Liveness Detection Competition 2013
Author
Yambay, David ; Doyle, James S. ; Bowyer, Kevin W. ; Czajka, Adam ; Schuckers, Stephanie
Author_Institution
Dept. of Electr. & Comput. Eng., Clarkson Univ., Potsdam, NY, USA
fYear
2014
fDate
Sept. 29 2014-Oct. 2 2014
Firstpage
1
Lastpage
8
Abstract
The use of an artificial replica of a biometric characteristic in an attempt to circumvent a system is an example of a biometric presentation attack. Liveness detection is one of the proposed countermeasures, and has been widely implemented in fingerprint and iris recognition systems in recent years to reduce the consequences of spoof attacks. The goal for the Liveness Detection (LivDet) competitions is to compare software-based iris liveness detection methodologies using a standardized testing protocol and large quantities of spoof and live images. Three submissions were received for the competition Part 1; Biometric Recognition Group de Universidad Autonoma de Madrid, University of Naples Federico II, and Faculdade de Engenharia de Universidade do Porto. The best results from across all three datasets was from Federico with a rate of falsely rejected live samples of 28.6% and the rate of falsely accepted fake samples of 5.7%.
Keywords
iris recognition; Biometric Recognition Group de Universidad Autonoma de Madrid; Faculdade de Engenharia de Universidade do Porto; Iris Liveness Detection Competition 2013; LivDet-iris 2013; University of Naples Federico II; biometric characteristic; biometric presentation attack; fingerprint recognition system; iris recognition system; software-based iris liveness detection methodologies; spoof attacks; standardized testing protocol; Cameras; Educational institutions; Iris; Iris recognition; Lenses; Testing; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Biometrics (IJCB), 2014 IEEE International Joint Conference on
Conference_Location
Clearwater, FL
Type
conf
DOI
10.1109/BTAS.2014.6996283
Filename
6996283
Link To Document