Physformer: Facial video-based physiological measurement with temporal difference transformer

Z Yu, Y Shen, J Shi, H Zhao… - Proceedings of the …, 2022 - openaccess.thecvf.com
Remote photoplethysmography (rPPG), which aims at measuring heart activities and
physiological signals from facial video without any contact, has great potential in many …

Efficientphys: Enabling simple, fast and accurate camera-based cardiac measurement

X Liu, B Hill, Z Jiang, S Patel… - Proceedings of the …, 2023 - openaccess.thecvf.com
Camera-based physiological measurement is a growing field with neural models providing
state-of-the-art performance. Prior research has explored various end-to-end architectures; …

Physformer++: Facial video-based physiological measurement with slowfast temporal difference transformer

Z Yu, Y Shen, J Shi, H Zhao, Y Cui, J Zhang… - International Journal of …, 2023 - Springer
Remote photoplethysmography (rPPG), which aims at measuring heart activities and
physiological signals from facial video without any contact, has great potential in many …

Capturing the pulse: a state-of-the-art review on camera-based jugular vein assessment

C Arrow, M Ward, J Eshraghian… - Biomedical Optics …, 2023 - opg.optica.org
Heart failure is associated with a rehospitalisation rate of up to 50% within six months.
Elevated central venous pressure may serve as an early warning sign. While invasive …

Camera-based recovery of cardiovascular signals from unconstrained face videos using an attention network

Y Deshpande, S Thapa, A Sarkar… - Proceedings of the …, 2023 - openaccess.thecvf.com
This paper addresses the problem of recovering the shape morphology of blood volume
pulse (BVP) information from a video of a person's face. Video-based remote …

Dual-path tokenlearner for remote photoplethysmography-based physiological measurement with facial videos

W Qian, D Guo, K Li, X Zhang, X Tian… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG)-based physiological measurement is an emerging
yet crucial vision task, whose challenge lies in exploring accurate rPPG prediction from …

Efficientphys: Enabling simple, fast and accurate camera-based vitals measurement

X Liu, BL Hill, Z Jiang, S Patel, D McDuff - arXiv preprint arXiv:2110.04447, 2021 - arxiv.org
Camera-based physiological measurement is a growing field with neural models providing
state-the-art-performance. Prior research have explored various" end-to-end" models; …

Toward Motion Robustness: A masked attention regularization framework in remote photoplethysmography

P Zhao, Q Sun, X Tian, Y Yang, S Tao… - Proceedings of the …, 2024 - openaccess.thecvf.com
There has been growing interest in facial video-based remote photoplethysmography
(rPPG) measurement recently with a focus on assessing various vital signs such as heart …

Video-Based Multiphysiological Disentanglement and Remote Robust Estimation for Respiration

H Shao, L Luo, J Qian, M Yan, S Gao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Remote noncontact respiratory rate estimation by facial visual information has great
research significance, providing valuable priors for health monitoring, clinical diagnosis, and …

Towards Practical Facial Video-based Remote Heart Rate Estimation via Cross Domain rPPG Adaptation

Z Yang, H Wang, F Lu, Q Zhao - Proceedings of the 2023 10th …, 2023 - dl.acm.org
Remote photoplethysmography (rPPG) is a non-contact technology that can estimate heart
rate using facial video and holds significant potential for health monitoring. Despite the latest …