TTA-FAS

Test-Time Adaptation for Robust Face Anti-Spoofing (BMVC'23)

(This is the first work focusing on addressing fully test-time adaptation for face anti-spoofing)

Fully Test-time Setting

Network Architecture

Proposed Protocol

(We propose the two new benchmarks TTA-FAS covering different domains and various attacks to simulate the real-world scenario.)

Protocol 1

Protocol 2

Performance

Protocol 1

Protocol 2

Citation

Please cite our paper using:

@inproceedings{huang2023test,
  title={Test-Time Adaptation for Robust Face Anti-Spoofing},
  author={Huang, Pei-Kai and  Lu, Chen-Yu and Chang, Shu-Jung and Chong, Jun-Xiong and  Hsu, Chiou-Ting},
  booktitle={BMVC}, 
  year={2023}
} 

Pretrained Weights

https://drive.google.com/drive/folders/14O3VgBhnEhnTSxsdMDPwc1xyFVTBVtRW?usp=drive_link