Rethinking vision transformer and masked autoencoder in multimodal face anti-spoofing
Recently, vision transformer (ViT) based multimodal learning methods have been proposed
to improve the robustness of face anti-spoofing (FAS) systems. However, there are still no …
to improve the robustness of face anti-spoofing (FAS) systems. However, there are still no …
Consistency regularization for deep face anti-spoofing
Face anti-spoofing (FAS) plays a crucial role in securing face recognition systems.
Empirically, given an image, a model with more consistent output on different views (ie …
Empirically, given an image, a model with more consistent output on different views (ie …
Efficient face anti-spoofing via head-aware transformer based knowledge distillation with 5 MB model parameters
Although face recognition technology has been applied in many scenarios, it still suffers
from many types of presentation attacks, so face anti-spoofing (FAS) becomes a hot topic in …
from many types of presentation attacks, so face anti-spoofing (FAS) becomes a hot topic in …
Face Liveness Detection and Tracking in a Remote Exam Monitoring System
K Yao, T Kone, BG N'Guessan… - International Journal of …, 2023 - search.proquest.com
In the growing context of online exam surveillance to ensure academic integrity, biometric
authentication through facial recognition has become a common practice. However, the …
authentication through facial recognition has become a common practice. However, the …
Exploring Hybrid Pooling of Pretrained Residual Network for Face Anti-spoofing
Face anti-spoofing has become an important part of face recognition system, because it can
detect non-living faces in advance, thus the security of the subsequent identification process …
detect non-living faces in advance, thus the security of the subsequent identification process …