Learning meta pattern for face anti-spoofing

• Main Authors: Cai, Rizhao, Li, Zhi, Wan, Renjie, Li, Haoliang, Hu, Yongjian, Kot, Alex Chichung
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Engineering::Electrical and electronic engineering; Face Anti-Spoofing; Face Presentation Attack Detection
• Online Access: https://hdl.handle.net/10356/162989
• Institution: Nanyang Technological University

Face Anti-Spoofing (FAS) is essential to secure face recognition systems and has been extensively studied in recent years. Although deep neural networks (DNNs) for the FAS task have achieved promising results in intra-dataset experiments with similar distributions of training and testing data, the D...