Person-Specific Face Antispoofing With Subject Domain Adaptation

@article{Yang2015PersonSpecificFA,
  title={Person-Specific Face Antispoofing With Subject Domain Adaptation},
  author={Jianwei Yang and Zhen Lei and Dong Yi and Stan Z. Li},
  journal={IEEE Transactions on Information Forensics and Security},
  year={2015},
  volume={10},
  pages={797-809}
}
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. In this paper, we propose a person-specific face antispoofing approach. It recognizes spoofing attacks using a classifier specifically trained for each subject, which dismisses the interferences… CONTINUE READING
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