Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain
Generalization via Physics-based Data Synthesis
Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain
Generalization via Physics-based Data Synthesis
Face Anti-Spoofing (FAS) research is challenged by the cross-domain problem, where there is a domain gap between the training and testing data. While recent FAS works are mainly model-centric, focusing on developing domain generalization algorithms for improving cross-domain performance, data-centric research for face anti-spoofing, improving generalization from data quality and …