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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] 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 …
Deepphys: Video-based physiological measurement using convolutional attention networks
Non-contact video-based physiological measurement has many applications in health care
and human-computer interaction. Practical applications require measurements to be …
and human-computer interaction. Practical applications require measurements to be …
rppg-toolbox: Deep remote ppg toolbox
Camera-based physiological measurement is a fast growing field of computer vision.
Remote photoplethysmography (rPPG) utilizes imaging devices (eg, cameras) to measure …
Remote photoplethysmography (rPPG) utilizes imaging devices (eg, cameras) to measure …
Self-adaptive matrix completion for heart rate estimation from face videos under realistic conditions
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 …
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
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 …
Cardiovascular assessment by imaging photoplethysmography–a review
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 …
Robust tracking of respiratory rate in high-dynamic range scenes using mobile thermal imaging
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 …
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
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 …
[HTML][HTML] Instant stress: detection of perceived mental stress through smartphone photoplethysmography and thermal imaging
Background A smartphone is a promising tool for daily cardiovascular measurement and
mental stress monitoring. A smartphone camera–based photoplethysmography (PPG) and a …
mental stress monitoring. A smartphone camera–based photoplethysmography (PPG) and a …