Improving cross-domain face anti-spoofing under different source training data configurations

• Main Author: Cai, Rizhao
• Other Authors: Alex Chichung Kot
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Face anti-spoofing; Domain generalization; Deep learning; Biometric security; Image forensics
• Online Access: https://hdl.handle.net/10356/181095
• Institution: Nanyang Technological University

Facial Recognition (FR), popular for its user-friendly identity verification, encounters significant risks from face spoofing attacks or Presentation Attacks (PA). Developing face anti-spoofing systems is crucial for FR in security-sensitive environments. Current face anti-spoofing methods are effe...