Person-Specific Face Antispoofing With Subject Domain Adaptation

• Published in: IEEE transactions on information forensics and security Vol. 10; no. 4; pp. 797 - 809
• Main Authors: Jianwei Yang, Zhen Lei, Dong Yi, Li, Stan Z.
• Format: Journal Article
• Language: English
• Published: IEEE 01.04.2015
• Subjects: Adaptation models; Face; Face anti-spoofing; Face recognition; Feature extraction; person-specific; Shape; subject domain adaptation; Training; Vectors; Face anti-spoofing; subject domain adaptation; person-specific

Face antispoofing is important to practical face recognition systems. In previous works, a generic antispoofing classifier is trained to detect spoofing attacks on all subjects. However, due to the individual differences among subjects, the generic classifier cannot generalize well to all subjects....