New insights on super-high resolution for video-based heart rate estimation with a semi-blind source separation method

R Song, S Zhang, J Cheng, C Li, X Chen - Computers in biology and …, 2020 - Elsevier
Remote photoplethysmography (rPPG), a non-contact technique to estimate heart rates (HR)
from video recordings, has attracted much attention from researchers in recent years. It is …

Contrast-phys: Unsupervised video-based remote physiological measurement via spatiotemporal contrast

Z Sun, X Li - European Conference on Computer Vision, 2022 - Springer
Video-based remote physiological measurement utilizes face videos to measure the blood
volume change signal, which is also called remote photoplethysmography (rPPG) …

Vision-based heart rate estimation via a two-stream cnn

ZK Wang, Y Kao, CT Hsu - 2019 IEEE international conference …, 2019 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) is a non-contact method for heart rate (HR)
estimation from facial videos. In this paper, we propose a novel two-stream convolutional …

Pulse rate estimation using imaging photoplethysmography: generic framework and comparison of methods on a publicly available dataset

AM Unakafov - Biomedical Physics & Engineering Express, 2018 - iopscience.iop.org
Objective: to provide an algorithmic framework for comparing methods of pulse rate
estimation using imaging photoplethysmography (iPPG), and to investigate performance of …

pyVHR: a Python framework for remote photoplethysmography

G Boccignone, D Conte, V Cuculo, A D'Amelio… - PeerJ Computer …, 2022 - peerj.com
Remote photoplethysmography (rPPG) aspires to automatically estimate heart rate (HR)
variability from videos in realistic environments. A number of effective methods relying on …

Robust remote heart rate estimation from face utilizing spatial-temporal attention

X Niu, X Zhao, H Han, A Das… - 2019 14th IEEE …, 2019 - ieeexplore.ieee.org
In this work, we propose an end-to-end approach for robust remote heart rate (HR)
measurement gleaned from facial videos. Specifically the approach is based on remote …

An open framework for remote-PPG methods and their assessment

G Boccignone, D Conte, V Cuculo, A d'Amelio… - IEEE …, 2020 - ieeexplore.ieee.org
This paper presents a comprehensive framework for studying methods of pulse rate
estimation relying on remote photoplethysmography (rPPG). There has been a remarkable …

A comparative survey of methods for remote heart rate detection from frontal face videos

C Wang, T Pun, G Chanel - Frontiers in bioengineering and …, 2018 - frontiersin.org
Remotely measuring physiological activity can provide substantial benefits for both the
medical and the affective computing applications. Recent research has proposed different …

An overview of remote photoplethysmography methods for vital sign monitoring

R Sinhal, K Singh, MM Raghuwanshi - Computer Vision and Machine …, 2020 - Springer
Vital signs such as heart rate, respiratory rate, blood pressure, body temperature, and
oxygen saturation are essential for early detection of any related significant illness. Many of …

Remote photoplethysmography for heart rate measurement: A review

H Xiao, 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 …