Faizan Qamar

Dual semantic consistency module for domain generalizable face anti-spoofing

The proposed DSCM-FAS is a novel framework that combines inter-sample and intra-sample semantic consistency to enhance robustness and cross-domain generalization, without requiring auxiliary supervision, and demonstrates that DSCM-FAS consistently outperforms state-of-the-art methods under various protocols.