The accuracy of acquiring heart rate variability from portable devices: a systematic review and meta-analysis

WC Dobbs, MV Fedewa, HV MacDonald, CJ Holmes… - Sports Medicine, 2019 - Springer
Background Advancements in wearable technology have provided practitioners and
researchers with the ability to conveniently measure various health and/or fitness indices …

Area asymmetry of heart rate variability signal

C Yan, P Li, L Ji, L Yao, C Karmakar, C Liu - Biomedical engineering …, 2017 - Springer
Background Heart rate fluctuates beat-by-beat asymmetrically which is known as heart rate
asymmetry (HRA). It is challenging to assess HRA robustly based on short-term heartbeat …

Real-time video-based heart and respiration rate monitoring

J Pourbemany, A Essa, Y Zhu - NAECON 2021-IEEE National …, 2021 - ieeexplore.ieee.org
In recent years, research about monitoring vital signs by smartphones grows significantly.
There are some special sensors like Electrocardiogram (ECG) and Photoplethysmo-graphic …

Measuring pulse rate variability using long-range, non-contact imaging photoplethysmography

EB Blackford, AM Piasecki… - 2016 38th Annual …, 2016 - ieeexplore.ieee.org
Camera-based measurement of the blood volume pulse via non-contact, imaging
photoplethysmography is a very popular approach for measuring pulse rate using a remote …

Automatic webcam-based human heart rate measurements using laplacian eigenmap

L Wei, Y Tian, Y Wang, T Ebrahimi, T Huang - Computer Vision–ACCV …, 2013 - Springer
Non-contact, long-term monitoring human heart rate is of great importance to home health
care. Recent studies show that Photoplethysmography (PPG) can provide a means of heart …

Measurement of heart rate and heart rate variability with wearable devices: A systematic review

FJ Stangl, R Riedl - 2022 - aisel.aisnet.org
Wearables are a ubiquitous trend in both commercial and academic settings as they easily
enable tracking and monitoring of physiological parameters such as heart rate (HR) and …

Improving heart rate and heart rate variability estimation from video through a hr-rr-tuned filter

M Chan, L Zhu, K Vatanparvar, H Jung… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
This paper presents algorithms to improve the estimation of heart rate (HR) and heart rate
variability (HRV) from smartphone video. The remote photoplethysmogram (rPPG) signals …

Remote heart rate measurement from RGB-NIR video based on spatial and spectral face patch selection

S Kado, Y Monno, K Moriwaki… - 2018 40th annual …, 2018 - ieeexplore.ieee.org
In this paper, we propose a novel heart rate (HR) estimation method using simultaneously
recorded RGB and near-infrared (NIR) face videos. The key idea of our method is to …

Lightweight wrist photoplethysmography for heavy exercise: motion robust heart rate monitoring algorithm

PH Lai, I Kim - Healthcare technology letters, 2015 - Wiley Online Library
The challenge of heart rate monitoring based on wrist photoplethysmography (PPG) during
heavy exercise is addressed. PPG is susceptible to motion artefacts, which have to be …

Remote photoplethysmography and heart rate estimation by dynamic region of interest tracking

W Wei, K Vatanparvar, L Zhu… - 2022 44th Annual …, 2022 - ieeexplore.ieee.org
Remote photoplethysmography (PPG) estimates vital signs by measuring changes in the
reflected light from the human skin. Compared to traditional PPG techniques, remote PPG …