Video-based heart rate measurement: Recent advances and future prospects

X Chen, J Cheng, R Song, Y Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Heart rate (HR) estimation and monitoring is of great importance to determine a person's
physiological and mental status. Recently, it has been demonstrated that HR can be …

[HTML][HTML] A review of deep learning-based contactless heart rate measurement methods

A Ni, A Azarang, N Kehtarnavaz - Sensors, 2021 - mdpi.com
The interest in contactless or remote heart rate measurement has been steadily growing in
healthcare and sports applications. Contactless methods involve the utilization of a video …

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 …

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 …

Self-adaptive matrix completion for heart rate estimation from face videos under realistic conditions

S Tulyakov, X Alameda-Pineda… - Proceedings of the …, 2016 - openaccess.thecvf.com
Recent studies in computer vision have shown that, while practically invisible to a human
observer, skin color changes due to blood flow can be captured on face videos and …

Remote heart rate measurement using low-cost RGB face video: a technical literature review

PV Rouast, MTP Adam, R Chiong, D Cornforth… - Frontiers of Computer …, 2018 - Springer
Remote photoplethysmography (rPPG) allows remote measurement of the heart rate using
low-cost RGB imaging equipment. In this study, we review the development of the field of …

Cardiovascular assessment by imaging photoplethysmography–a review

S Zaunseder, A Trumpp, D Wedekind… - Biomedical Engineering …, 2018 - degruyter.com
Over the last few years, the contactless acquisition of cardiovascular parameters using
cameras has gained immense attention. The technique provides an optical means to …

Robust tracking of respiratory rate in high-dynamic range scenes using mobile thermal imaging

Y Cho, SJ Julier, N Marquardt… - Biomedical optics …, 2017 - opg.optica.org
The ability to monitor the respiratory rate, one of the vital signs, is extremely important for the
medical treatment, healthcare and fitness sectors. In many situations, mobile methods, which …

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 …

[HTML][HTML] Instant stress: detection of perceived mental stress through smartphone photoplethysmography and thermal imaging

Y Cho, SJ Julier, N Bianchi-Berthouze - JMIR mental health, 2019 - mental.jmir.org
Background A smartphone is a promising tool for daily cardiovascular measurement and
mental stress monitoring. A smartphone camera–based photoplethysmography (PPG) and a …