Revisiting pixel-wise supervision for face anti-spoofing

Z Yu, X Li, J Shi, Z **a, G Zhao - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Face anti-spoofing (FAS) plays a vital role in securing face recognition systems from the
presentation attacks (PAs). As more and more realistic PAs with novel types spring up, it is …

Unified physical-digital attack detection challenge

H Yuan, A Liu, J Zheng, J Wan… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Face Anti-Spoofing (FAS) is crucial to safeguard Face Recognition (FR) Systems. In
real-world scenarios FRs are confronted with both physical and digital attacks. However …

Deepfakes and beyond: A survey of face manipulation and fake detection

R Tolosana, R Vera-Rodriguez, J Fierrez, A Morales… - Information …, 2020 - Elsevier
The free access to large-scale public databases, together with the fast progress of deep
learning techniques, in particular Generative Adversarial Networks, have led to the …

Deep learning for face anti-spoofing: A survey

Z Yu, Y Qin, X Li, C Zhao, Z Lei… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Face anti-spoofing (FAS) has lately attracted increasing attention due to its vital role in
securing face recognition systems from presentation attacks (PAs). As more and more …

NAS-FAS: Static-dynamic central difference network search for face anti-spoofing

Z Yu, J Wan, Y Qin, X Li, SZ Li… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Face anti-spoofing (FAS) plays a vital role in securing face recognition systems. Existing
methods heavily rely on the expert-designed networks, which may lead to a sub-optimal …

Fm-vit: Flexible modal vision transformers for face anti-spoofing

A Liu, Z Tan, Z Yu, C Zhao, J Wan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The availability of handy multi-modal (ie, RGB-D) sensors has brought about a surge of face
anti-spoofing research. However, the current multi-modal face presentation attack detection …

Suppress and rebalance: Towards generalized multi-modal face anti-spoofing

X Lin, S Wang, R Cai, Y Liu, Y Fu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Face Anti-Spoofing (FAS) is crucial for securing face recognition systems against
presentation attacks. With advancements in sensor manufacture and multi-modal learning …

Face anti-spoofing with human material perception

Z Yu, X Li, X Niu, J Shi, G Zhao - … Conference, Glasgow, UK, August 23–28 …, 2020 - Springer
Face anti-spoofing (FAS) plays a vital role in securing the face recognition systems from
presentation attacks. Most existing FAS methods capture various cues (eg, texture, depth …

Adaptive normalized representation learning for generalizable face anti-spoofing

S Liu, KY Zhang, T Yao, M Bi, S Ding, J Li… - Proceedings of the 29th …, 2021 - dl.acm.org
With various face presentation attacks arising under unseen scenarios, face anti-spoofing
(FAS) based on domain generalization (DG) has drawn growing attention due to its …

Dual-cross central difference network for face anti-spoofing

Z Yu, Y Qin, H Zhao, X Li, G Zhao - arxiv preprint arxiv:2105.01290, 2021 - arxiv.org
Face anti-spoofing (FAS) plays a vital role in securing face recognition systems. Recently,
central difference convolution (CDC) has shown its excellent representation capacity for the …