Camera measurement of physiological vital signs

D McDuff - ACM Computing Surveys, 2023 - dl.acm.org
The need for remote tools for healthcare monitoring has never been more apparent. Camera
measurement of vital signs leverages imaging devices to compute physiological changes by …

Remote photoplethysmography for heart rate measurement: A review

H **ao, T Liu, Y Sun, Y Li, S Zhao, A Avolio - Biomedical Signal Processing …, 2024 - Elsevier
Heart rate (HR) ranks among the most critical physiological indicators in the human body,
significantly illuminating an individual's state of physical health. Distinguished from …

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 …

Single-side domain generalization for face anti-spoofing

Y Jia, J Zhang, S Shan, X Chen - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Existing domain generalization methods for face anti-spoofing endeavor to extract common
differentiation features to improve the generalization. However, due to large distribution …

Learning deep models for face anti-spoofing: Binary or auxiliary supervision

Y Liu, A Jourabloo, X Liu - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Face anti-spoofing is crucial to prevent face recognition systems from a security breach.
Previous deep learning approaches formulate face anti-spoofing as a binary classification …

Multi-adversarial discriminative deep domain generalization for face presentation attack detection

R Shao, X Lan, J Li, PC Yuen - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Face presentation attacks have become an increasingly critical issue in the face recognition
community. Many face anti-spoofing methods have been proposed, but they cannot …

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 …

Contrast-phys: Unsupervised video-based remote physiological measurement via spatiotemporal contrast

Z Sun, X Li - European Conference on Computer Vision, 2022 - Springer
Video-based remote physiological measurement utilizes face videos to measure the blood
volume change signal, which is also called remote photoplethysmography (rPPG) …

Celeba-spoof: Large-scale face anti-spoofing dataset with rich annotations

Y Zhang, ZF Yin, Y Li, G Yin, J Yan, J Shao… - Computer Vision–ECCV …, 2020 - Springer
As facial interaction systems are prevalently deployed, security and reliability of these
systems become a critical issue, with substantial research efforts devoted. Among them, face …