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 …

Heart rate estimation using facial video: A review

MA Hassan, AS Malik, D Fofi, N Saad, B Karasfi… - … Signal Processing and …, 2017 - Elsevier
Photoplethysmography and Ballistocardiography are two concepts that are used to measure
heart rate from human, by using facial videos. Heart rate estimation is essential to determine …

Rhythmnet: End-to-end heart rate estimation from face via spatial-temporal representation

X Niu, S Shan, H Han, X Chen - IEEE Transactions on Image …, 2019 - ieeexplore.ieee.org
Heart rate (HR) is an important physiological signal that reflects the physical and emotional
status of a person. Traditional HR measurements usually rely on contact monitors, which …

The way to my heart is through contrastive learning: Remote photoplethysmography from unlabelled video

J Gideon, S Stent - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
The ability to reliably estimate physiological signals from video is a powerful tool in low-cost,
pre-clinical health monitoring. In this work we propose a new approach to remote …

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 …

A survey on computer vision for assistive medical diagnosis from faces

J Thevenot, MB López, A Hadid - IEEE journal of biomedical …, 2017 - ieeexplore.ieee.org
Automatic medical diagnosis is an emerging center of interest in computer vision as it
provides unobtrusive objective information on a patient's condition. The face, as a mirror of …

[PDF][PDF] Robust heart rate measurement from video using select random patches

A Lam, Y Kuno - Proceedings of the IEEE international conference …, 2015 - cv-foundation.org
The ability to remotely measure heart rate from videos without requiring any special setup is
beneficial to many applications. In recent years, a number of papers on heart rate (HR) …

Monitoring of cardiorespiratory signal: Principles of remote measurements and review of methods

A Al-Naji, K Gibson, SH Lee, J Chahl - Ieee Access, 2017 - ieeexplore.ieee.org
Physiological signs can be remotely observed from the physiological and physical effects
caused by a cardiorespiratory activity. A wide range of research on remote cardiorespiratory …

Remote monitoring of vital signs in diverse non-clinical and clinical scenarios using computer vision systems: A review

FTZ Khanam, A Al-Naji, J Chahl - Applied Sciences, 2019 - mdpi.com
Techniques for noncontact measurement of vital signs using camera imaging technologies
have been attracting increasing attention. For noncontact physiological assessments …

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 …