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 …

Neuron structure modeling for generalizable remote physiological measurement

H Lu, Z Yu, X Niu, YC Chen - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Remote photoplethysmography (rPPG) technology has drawn increasing attention in recent
years. It can extract Blood Volume Pulse (BVP) from facial videos, making many applications …

Non-contrastive unsupervised learning of physiological signals from video

J Speth, N Vance, P Flynn… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Subtle periodic signals such as blood volume pulse and respiration can be extracted from
RGB video, enabling noncontact health monitoring at low cost. Advancements in remote …

rppg-toolbox: Deep remote ppg toolbox

X Liu, G Narayanswamy, A Paruchuri… - Advances in …, 2024 - proceedings.neurips.cc
Camera-based physiological measurement is a fast growing field of computer vision.
Remote photoplethysmography (rPPG) utilizes imaging devices (eg, cameras) to measure …

rPPG-MAE: Self-supervised pretraining with masked autoencoders for remote physiological measurements

X Liu, Y Zhang, Z Yu, H Lu, H Yue… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) is an important technique for detecting human vital
signs and has received extensive attention. For a long time, researchers have focused …

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) …

Gpt as psychologist? preliminary evaluations for gpt-4v on visual affective computing

H Lu, X Niu, J Wang, Y Wang, Q Hu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Multimodal large language models (MLLMs) are designed to process and integrate
information from multiple sources such as text speech images and videos. Despite its …

Self-supervised rgb-nir fusion video vision transformer framework for rppg estimation

S Park, BK Kim, SY Dong - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) is a technology that can estimate noncontact heart
rate (HR) using facial videos. Estimating rPPG signals requires low cost, and thus, it is …

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 …

Full-body cardiovascular sensing with remote photoplethysmography

L Niu, J Speth, N Vance, B Sporrer… - Proceedings of the …, 2023 - openaccess.thecvf.com
Remote photoplethysmography (rPPG) allows for noncontact monitoring of blood volume
changes from a camera by detecting minor fluctuations in reflected light. Prior applications of …