[HTML][HTML] Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review
Background: Consumer-level cameras have provided an advantage of designing cost-
effective, non-contact physiological parameters estimation approaches which is not possible …
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 …
(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
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 …
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
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 …
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 …
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
Featured Application Contactless pervasive health monitoring incl. cognitive stress analysis.
Abstract Remote photo-plethysmography (rPPG) uses a camera to estimate a person's heart …
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 …
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 …
demonstrated to be an effective method for heart rate monitoring. However, artificial signals …
Facial video-based remote physiological measurement via self-supervised learning
Facial video-based remote physiological measurement aims to estimate remote
photoplethysmography (rPPG) signals from human facial videos and then measure multiple …
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 …
attractive applications in contactless physiological monitoring. It calculates the blood volume …