Deep learning methods for remote heart rate measurement: A review and future research agenda

CH Cheng, KL Wong, JW Chin, TT Chan, RHY So - Sensors, 2021 - mdpi.com
Heart rate (HR) is one of the essential vital signs used to indicate the physiological health of
the human body. While traditional HR monitors usually require contact with skin, 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 …

3D mask face anti-spoofing with remote photoplethysmography

S Liu, PC Yuen, S Zhang, G Zhao - … The Netherlands, October 11–14, 2016 …, 2016 - Springer
Abstract 3D mask spoofing attack has been one of the main challenges in face recognition.
Among existing methods, texture-based approaches show powerful abilities and achieve …

A survey of remote optical photoplethysmographic imaging methods

DJ McDuff, JR Estepp, AM Piasecki… - 2015 37th annual …, 2015 - ieeexplore.ieee.org
In recent years researchers have presented a number of new methods for recovering
physiological parameters using just low-cost digital cameras and image processing. The …

Remote photoplethysmography correspondence feature for 3D mask face presentation attack detection

SQ Liu, X Lan, PC Yuen - Proceedings of the European …, 2018 - openaccess.thecvf.com
Abstract 3D mask face presentation attack, as a new challenge in face recognition, has been
attracting increasing attention. Recently, remote Photoplethysmography (rPPG) is employed …

Motion-resistant remote imaging photoplethysmography based on the optical properties of skin

L Feng, LM Po, X Xu, Y Li, R Ma - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Remote imaging photoplethysmography (RIPPG) can achieve contactless monitoring of
human vital signs. However, the robustness to a subject's motion is a challenging problem …

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 …

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 …

Siamese-rPPG network: Remote photoplethysmography signal estimation from face videos

YY Tsou, YA Lee, CT Hsu, SH Chang - Proceedings of the 35th annual …, 2020 - dl.acm.org
Remote photoplethysmography (rPPG) is a contactless method for heart rate (HR)
estimation from face videos. In this paper, we propose to estimate rPPG signals directly from …

Analysis of vital signs using remote photoplethysmography (RPPG)

R Karthick, MS Dawood, P Meenalochini - Journal of Ambient Intelligence …, 2023 - Springer
In health care applications, an evolution of electronics has made drastic advancements.
There are some problems created due to this advancement. To estimate the coronary heart …