Learning generalized deep feature representation for face anti-spoofing

• Main Authors: Li, Haoliang, He, Peisong, Wang, Shiqi, Rocha, Anderson, Jiang, Xinghao, Kot, Alex C.
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Face Spoofing; Deep Learning
• Online Access: https://hdl.handle.net/10356/140045
• Institution: Nanyang Technological University

In this paper, we propose a novel framework leveraging the advantages of the representational ability of deep learning and domain generalization for face spoofing detection. In particular, the generalized deep feature representation is achieved by taking both spatial and temporal information into co...