A review of deep learning-based contactless heart rate measurement methods
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 …
healthcare and sports applications. Contactless methods involve the utilization of a video …
Heart rate estimation using facial video: A review
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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
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) …
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
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 …
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 …
A comparative survey of methods for remote heart rate detection from frontal face videos
Remotely measuring physiological activity can provide substantial benefits for both the
medical and the affective computing applications. Recent research has proposed different …
medical and the affective computing applications. Recent research has proposed different …