Video-based heart rate measurement: Recent advances and future prospects
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 …
physiological and mental status. Recently, it has been demonstrated that HR can be …
[HTML][HTML] Deep learning methods for remote heart rate measurement: A review and future research agenda
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 …
the human body. While traditional HR monitors usually require contact with skin, remote …
Meta-rppg: Remote heart rate estimation using a transductive meta-learner
Remote heart rate estimation is the measurement of heart rate without any physical contact
with the subject and is accomplished using remote photoplethysmography (rPPG) in this …
with the subject and is accomplished using remote photoplethysmography (rPPG) in this …
JAMSNet: A remote pulse extraction network based on joint attention and multi-scale fusion
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 …
While most existing methods are focusing on eliminating motion artifacts in the raw traces …
[HTML][HTML] Evaluation of biases in remote photoplethysmography methods
This work investigates the estimation biases of remote photoplethysmography (rPPG)
methods for pulse rate measurement across diverse demographics. Advances in …
methods for pulse rate measurement across diverse demographics. Advances in …
ETA-rPPGNet: Effective time-domain attention network for remote heart rate measurement
M Hu, F Qian, D Guo, X Wang, L He… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) technology is widely used to measure heart rate
(HR) from facial video. However, the accuracy of rPPG signal extraction is affected by the …
(HR) from facial video. However, the accuracy of rPPG signal extraction is affected by the …
SparsePPG: Towards driver monitoring using camera-based vital signs estimation in near-infrared
E Magdalena Nowara, TK Marks… - Proceedings of the …, 2018 - openaccess.thecvf.com
Camera-based measurement of the heartbeat signal from minute changes in the
appearance of a person's skin is known as remote photoplethysmography (rPPG). Methods …
appearance of a person's skin is known as remote photoplethysmography (rPPG). Methods …
[HTML][HTML] 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 …
cameras has gained immense attention. The technique provides an optical means to …
Monitoring of cardiorespiratory signal: Principles of remote measurements and review of methods
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 …
caused by a cardiorespiratory activity. A wide range of research on remote cardiorespiratory …
[HTML][HTML] Remote monitoring of vital signs in diverse non-clinical and clinical scenarios using computer vision systems: A review
Techniques for noncontact measurement of vital signs using camera imaging technologies
have been attracting increasing attention. For noncontact physiological assessments …
have been attracting increasing attention. For noncontact physiological assessments …