TY - GEN
T1 - Can gait biometrics be Spoofed?
AU - Hadid, Abdenour
AU - Ghahramani, Mohammad
AU - Kellokumpu, Vili
AU - Pietikainen, Matti
AU - Bustard, John
AU - Nixon, Mark
PY - 2012/12/1
Y1 - 2012/12/1
N2 - Gait recognition is a relatively new biometrics and no effort has yet been devoted to studying spoofing attacks against video-based gait recognition systems. Spoofing occurs when a person tries to imitate the clothing and/or walking style of someone else in order to gain illegitimate access and advantages. To gain insight into the performance of current gait biometric systems when confronted to spoofing attacks, we provide in this paper the first investigation in the research literature on how clothing can be used to spoof a target and evaluate the performance of two state-of-the-art recognition methods on a novel gait spoofing database recorded at the University of Southampton. The experiments point out very interesting findings that can be used as a reference for future investigations by the research community.
AB - Gait recognition is a relatively new biometrics and no effort has yet been devoted to studying spoofing attacks against video-based gait recognition systems. Spoofing occurs when a person tries to imitate the clothing and/or walking style of someone else in order to gain illegitimate access and advantages. To gain insight into the performance of current gait biometric systems when confronted to spoofing attacks, we provide in this paper the first investigation in the research literature on how clothing can be used to spoof a target and evaluate the performance of two state-of-the-art recognition methods on a novel gait spoofing database recorded at the University of Southampton. The experiments point out very interesting findings that can be used as a reference for future investigations by the research community.
UR - http://www.scopus.com/inward/record.url?scp=84874577551&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84874577551
SN - 9784990644109
T3 - Proceedings - International Conference on Pattern Recognition
SP - 3280
EP - 3283
BT - ICPR 2012 - 21st International Conference on Pattern Recognition
T2 - 21st International Conference on Pattern Recognition, ICPR 2012
Y2 - 11 November 2012 through 15 November 2012
ER -