Face Presentation Attack Detection

Slides (pdf)  Size: 13.3MB

Abstract

Face recognition technology has been successfully deployed in many practical applications, ranging from law enforcement to e-payment and mobile phone log-on. While face recognition for person authentication offers a great convenience, what’s happen if your e-payment mobile application is hacked by attacker? As such, the security of face recognition applications becomes a public concern. Along this line, many research efforts have been put to address this issue. In this lecture, I will give a brief review on the existing methods. After that, I will share our recent works on the 3D mask presentation attack detection (PAD), as well as the generalized face PAD.

Biography

Pong C Yuen received his B.Sc. degree in Electronic Engineering with first class honours in 1989 from City Polytechnic of Hong Kong, and his Ph.D. degree in Electrical and Electronic Engineering in 1993 from The University of Hong Kong. He joined the Hong Kong Baptist University in 1993, and served as the Head of Department of Computer Science from 2011 – 2017. Currently, he is a Chair Professor at the Department of Computer Science and Associate Dean of Science Faculty, Hong Kong Baptist University.

Dr. Yuen was a recipient of the University Fellowship to visit The University of Sydney in 1996. In 1998, Dr. Yuen spent a 6-month sabbatical leave in The University of Maryland Institute for Advanced Computer Studies (UMIACS), University of Maryland at College Park. From June 2005 to January 2006, he was a visiting professor in GRAVIR laboratory (GRAphics, VIsion and Robotics) of INRIA Rhone Alpes, France. From July 2017 to January 2018, he was a visiting faculty at the ETH Zurich, Switzerland. Dr. Yuen was the director of Croucher Advanced Study Institute (ASI) on biometric authentication in 2004 and the director of Croucher ASI on Biometric Security and Privacy in 2007. He has been serving the Director of IAPR/IEEE Winter School on Biometrics since 2017.

Dr. Yuen has been actively involved in many international conferences and professional community. He was the track co-chair of the International Conference on Pattern Recognition (ICPR) 2006, the program co-chair of the IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS) 2012, the IEEE International Conference on Identity, Security and Behavior Analysis (ISBA) 2016, the International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI) 2018 and 2020, the International Workshop on Information, Forensics and Security (WIFS) 2018, International Joint Conference on Biometrics (IJCB) 2021. He served as Associate Editor of IEEE Transactions on Information Forensics and Security (TIFS) from 2014 - 2018, and received the Outstanding Editorial Board Service Award in 2018. Dr. Yuen has also served as the Vice President (Technical Activities) of the IEEE Biometrics Council (2017-2019), and Associate Editor/Senior Editor of SPIE Journal of Electronic Imaging (2012-2019). Currently, Dr. Yuen is Editorial Board Member of Pattern Recognition. He serves as Associate Editor of IEEE TIFS again since 2021. He received the first-prize and second-prize Natural Science Awards from the Guangdong Province and the Ministry of Education, China, respectively. He is a Fellow of IAPR.

Dr. Yuen's current research interests include video surveillance, human face recognition, biometric security and privacy, and medical informatics.

P C Yuen
Hong Kong Baptist University, Hong Kong