Domain generalization via shuffled style assembly for face anti-spoofing

Z Wang, Z Wang, Z Yu, W Deng, J Li… - Proceedings of the …, 2022 - openaccess.thecvf.com
With diverse presentation attacks emerging continually, generalizable face anti-spoofing
(FAS) has drawn growing attention. Most existing methods implement domain generalization …

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 …

A Novel and Efficient Method to Detect the Face Coverings to Ensurethe Safety using Comparison Analysis

K Rathor, K Patil, MSS Tarun, S Nikam… - … Conference on Edge …, 2022 - ieeexplore.ieee.org
A face mask worn by a single person or a group of individuals can be identified using face
mask detection, an AI-based system that examines a video stream. A confidence value is …

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 …

Face liveness detection using artificial intelligence techniques: A systematic literature review and future directions

S Khairnar, S Gite, K Kotecha, SD Thepade - Big Data and Cognitive …, 2023 - mdpi.com
Biometrics has been evolving as an exciting yet challenging area in the last decade. Though
face recognition is one of the most promising biometrics techniques, it is vulnerable to …

Attack-agnostic deep face anti-spoofing

A Liu, Z Tan, Y Liang, J Wan - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
The task of face anti-spoofing (FAS) is to determine whether the captured face from a face
recognition system is live or fake. Current methods which are trained with existing fake faces …

Surveillance face anti-spoofing

H Fang, A Liu, J Wan, S Escalera… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Face Anti-spoofing (FAS) is essential to secure face recognition systems from various
physical attacks. However, recent research generally focuses on short-distance applications …

Rehearsal-free domain continual face anti-spoofing: Generalize more and forget less

R Cai, Y Cui, Z Li, Z Yu, H Li, Y Hu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Face Anti-Spoofing (FAS) is recently studied under the continual learning setting,
where the FAS models are expected to evolve after encountering data from new domains …

Synthaspoof: Develo** face presentation attack detection based on privacy-friendly synthetic data

M Fang, M Huber, N Damer - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Recently, significant progress has been made in face presentation attack detection (PAD),
which aims to secure face recognition systems against presentation attacks, owing to the …

A systematic literature review on deepfake detection techniques

VK Sharma, R Garg, Q Caudron - Multimedia Tools and Applications, 2024 - Springer
Big data analytics, computer vision, and human-level governance are key areas where deep
learning has been impactful. However, its advancements have also led to concerns over …