[HTML][HTML] Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review

A Gupta, AG Ravelo-Garcia, FM Dias - Computer Methods and Programs in …, 2022 - Elsevier
Background: Consumer-level cameras have provided an advantage of designing cost-
effective, non-contact physiological parameters estimation approaches which is not possible …

ETA-rPPGNet: Effective time-domain attention network for remote heart rate measurement

M Hu, F Qian, D Guo, X Wang, L He… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) technology is widely used to measure heart rate
(HR) from facial video. However, the accuracy of rPPG signal extraction is affected by the …

Siamese-rPPG network: Remote photoplethysmography signal estimation from face videos

YY Tsou, YA Lee, CT Hsu, SH Chang - Proceedings of the 35th annual …, 2020 - dl.acm.org
Remote photoplethysmography (rPPG) is a contactless method for heart rate (HR)
estimation from face videos. In this paper, we propose to estimate rPPG signals directly from …

The benefit of distraction: Denoising camera-based physiological measurements using inverse attention

EM Nowara, D McDuff… - Proceedings of the …, 2021 - openaccess.thecvf.com
Attention networks perform well on diverse computer vision tasks. The core idea is that the
signal of interest is stronger in some pixels (" foreground"), and by selectively focusing …

Remote estimation of pulse wave features related to arterial stiffness and blood pressure using a camera

D Djeldjli, F Bousefsaf, C Maaoui… - … Signal Processing and …, 2021 - Elsevier
Recent technological advances in the field of sensors, signal processing and image
processing favor the development of new techniques for vital parameters monitoring such as …

Real-time webcam heart-rate and variability estimation with clean ground truth for evaluation

A Gudi, M Bittner, J Van Gemert - Applied Sciences, 2020 - mdpi.com
Featured Application Contactless pervasive health monitoring incl. cognitive stress analysis.
Abstract Remote photo-plethysmography (rPPG) uses a camera to estimate a person's heart …

Heart rate estimation network from facial videos using spatiotemporal feature image

KB Jaiswal, T Meenpal - Computers in Biology and Medicine, 2022 - Elsevier
Remote health monitoring has become quite inevitable after SARS-CoV-2 pandemic and
continues to be accepted as a measure of healthcare in future too. However, contact-less …

Illumination variation-resistant video-based heart rate monitoring using LAB color space

Y Zhang, Z Dong, K Zhang, S Shu, F Lu… - Optics and Lasers in …, 2021 - Elsevier
The remote photoplethysmography technology based on consumer cameras has been
demonstrated to be an effective method for heart rate monitoring. However, artificial signals …

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 …

A compensation network with error mapping for robust remote photoplethysmography in noise-heavy conditions

BF Wu, YC Wu, YW Chou - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) measurement has received much attention due to its
attractive applications in contactless physiological monitoring. It calculates the blood volume …