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 …

Facial video-based remote physiological measurement via self-supervised learning

Z Yue, M Shi, S Ding - IEEE Transactions on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Facial video-based remote physiological measurement aims to estimate remote
photoplethysmography (rPPG) signals from human facial videos and then measure multiple …

Contrast-phys+: Unsupervised and weakly-supervised video-based remote physiological measurement via spatiotemporal contrast

Z Sun, X Li - IEEE Transactions on Pattern Analysis and …, 2024 - ieeexplore.ieee.org
Video-based remote physiological measurement utilizes facial videos to measure the blood
volume change signal, which is also called remote photoplethysmography (rPPG) …

Lstc-rppg: Long short-term convolutional network for remote photoplethysmography

JS Lee, G Hwang, M Ryu… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Remote photoplethysmography (rPPG) is a non-contact technique for measuring blood
pulse signals associated with cardiac activity. Although rPPG is considered an alternative to …

Spiking-physformer: Camera-based remote photoplethysmography with parallel spike-driven transformer

M Liu, J Tang, Y Chen, H Li, J Qi, S Li, K Wang, J Gan… - Neural Networks, 2025 - Elsevier
Artificial neural networks (ANNs) can help camera-based remote photoplethysmography
(rPPG) in measuring cardiac activity and physiological signals from facial videos, such as …

Cluster-phys: Facial clues clustering towards efficient remote physiological measurement

W Qian, K Li, D Guo, B Hu, M Wang - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
Remote photoplethysmography (rPPG) measurement aims to estimate physiological signals
by analyzing subtle skin color changes induced by heartbeats in facial videos. Existing …

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 …

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 …

UbiHR: Resource-efficient Long-range Heart Rate Sensing on Ubiquitous Devices

H Bian, B Guo, S Liu, Y Ding, S Gao, Z Yu - Proceedings of the ACM on …, 2024 - dl.acm.org
Ubiquitous on-device heart rate sensing is vital for high-stress individuals and chronic
patients. Non-contact sensing, compared to contact-based tools, allows for natural user …

Rhythmmamba: Fast remote physiological measurement with arbitrary length videos

B Zou, Z Guo, X Hu, H Ma - arxiv preprint arxiv:2404.06483, 2024 - arxiv.org
Remote photoplethysmography (rPPG) is a non-contact method for detecting physiological
signals from facial videos, holding great potential in various applications such as healthcare …