Expansion-squeeze-excitation fusion network for elderly activity recognition

X Shu, J Yang, R Yan, Y Song - IEEE Transactions on Circuits …, 2022 - ieeexplore.ieee.org
This work focuses on the task of elderly activity recognition, which is a challenging task due
to the existence of individual actions and human-object interactions in elderly activities …

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 …

Domain general face forgery detection by learning to weight

K Sun, H Liu, Q Ye, Y Gao, J Liu, L Shao… - Proceedings of the AAAI …, 2021 - ojs.aaai.org
In this paper, we propose a domain-general model, termed learning-to-weight (LTW), that
guarantees face detection performance across multiple domains, particularly the target …

Energy-based domain generalization for face anti-spoofing

Z Du, J Li, L Zuo, L Zhu, K Lu - Proceedings of the 30th ACM international …, 2022 - dl.acm.org
With various unforeseeable face presentation attacks (PA) springing up, face anti-spoofing
(FAS) urgently needs to generalize to unseen scenarios. Research on generalizable FAS …

[PDF][PDF] Digital and physical face attacks: Reviewing and one step further

C Kong, S Wang, H Li - APSIPA Transactions on Signal and …, 2022 - nowpublishers.com
With the rapid progress over the past five years, face authentication has become the most
pervasive biometric recognition method. Thanks to the high-accuracy recognition …

Audio multi-view spoofing detection framework based on audio-text-emotion correlations

J Wu, Q Yin, Z Sheng, W Lu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In recent years, audio spoofing detection has received widespread attention for protecting
personal privacy and social security. Despite the significant progress achieved in audio …

Unmasking Deception: A Comprehensive Survey on the Evolution of Face Anti-spoofing Methods

A Antil, C Dhiman - Neurocomputing, 2024 - Elsevier
With the growing popularity of facial recognition (FR) in access control systems, there has
been a corresponding increase in presentation attacks (PAs) to gain unauthorized access …

Faceliveplus: a unified system for face liveness detection and face verification

Y Zhang, L Zheng, VLL Thing, R Zimmermann… - Proceedings of the …, 2023 - dl.acm.org
Face verification is a trending way to verify someone's identity in broad applications. But
such systems are vulnerable to face spoofing attacks via, for example, a fraudulent copy of a …

Style-conditional prompt token learning for generalizable face anti-spoofing

J Guo, H Liu, Y Luo, X Hu, H Zou, Y Zhang… - Proceedings of the …, 2024 - dl.acm.org
Face anti-spoofing (FAS) based on domain generalization (DG) has attracted increasing
attention from researchers. The reason for the poor generalization is that the model is …

M FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System

C Kong, K Zheng, Y Liu, S Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Face presentation attacks (FPA), also known as face spoofing, have brought increasing
concerns to the public through various malicious applications, such as financial fraud and …