Breathing rate estimation from the electrocardiogram and photoplethysmogram: A review

PH Charlton, DA Birrenkott, T Bonnici… - IEEE reviews in …, 2017 - ieeexplore.ieee.org
Breathing rate (BR) is a key physiological parameter used in a range of clinical settings.
Despite its diagnostic and prognostic value, it is still widely measured by counting breaths …

Camera measurement of physiological vital signs

D McDuff - ACM Computing Surveys, 2023 - dl.acm.org
The need for remote tools for healthcare monitoring has never been more apparent. Camera
measurement of vital signs leverages imaging devices to compute physiological changes by …

Deepphys: Video-based physiological measurement using convolutional attention networks

W Chen, D McDuff - Proceedings of the european …, 2018 - openaccess.thecvf.com
Non-contact video-based physiological measurement has many applications in health care
and human-computer interaction. Practical applications require measurements to be …

Algorithmic principles of remote PPG

W Wang, AC Den Brinker, S Stuijk… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
This paper introduces a mathematical model that incorporates the pertinent optical and
physiological properties of skin reflections with the objective to increase our understanding …

rppg-toolbox: Deep remote ppg toolbox

X Liu, G Narayanswamy, A Paruchuri… - Advances in …, 2023 - 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 …

Remote patient monitoring: a comprehensive study

LP Malasinghe, N Ramzan, K Dahal - Journal of Ambient Intelligence and …, 2019 - Springer
Healthcare is a field that is rapidly develo** in technology and services. A recent
development in this area is remote monitoring of patients which has many advantages in a …

JAMSNet: A remote pulse extraction network based on joint attention and multi-scale fusion

C Zhao, H Wang, H Chen, W Shi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) has been an active research topic in recent years.
While most existing methods are focusing on eliminating motion artifacts in the raw traces …

Wearable photoplethysmographic sensors—past and present

T Tamura, Y Maeda, M Sekine, M Yoshida - Electronics, 2014 - mdpi.com
Photoplethysmography (PPG) technology has been used to develop small, wearable, pulse
rate sensors. These devices, consisting of infrared light-emitting diodes (LEDs) and …

Toward a robust estimation of respiratory rate from pulse oximeters

MAF Pimentel, AEW Johnson… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Goal: Current methods for estimating respiratory rate (RR) from the photoplethysmogram
(PPG) typically fail to distinguish between periods of high-and low-quality input data, and fail …

Current progress of photoplethysmography and SPO2 for health monitoring

T Tamura - Biomedical engineering letters, 2019 - Springer
A photoplethysmograph (PPG) is a simple medical device for monitoring blood flow and
transportation of substances in the blood. It consists of a light source and a photodetector for …