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Photoplethysmogram analysis and applications: an integrative review
Beyond its use in a clinical environment, photoplethysmogram (PPG) is increasingly used for
measuring the physiological state of an individual in daily life. This review aims to examine …
measuring the physiological state of an individual in daily life. This review aims to examine …
Camera measurement of physiological vital signs
D McDuff - ACM Computing Surveys, 2023 - dl.acm.org
The need for remote tools for healthcare monitoring has never been more apparent. Camera
measurement of vital signs leverages imaging devices to compute physiological changes by …
measurement of vital signs leverages imaging devices to compute physiological changes by …
Physformer: Facial video-based physiological measurement with temporal difference transformer
Remote photoplethysmography (rPPG), which aims at measuring heart activities and
physiological signals from facial video without any contact, has great potential in many …
physiological signals from facial video without any contact, has great potential in many …
Physformer++: Facial video-based physiological measurement with slowfast temporal difference transformer
Remote photoplethysmography (rPPG), which aims at measuring heart activities and
physiological signals from facial video without any contact, has great potential in many …
physiological signals from facial video without any contact, has great potential in many …
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 …
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 …
Remote heart rate measurement from highly compressed facial videos: an end-to-end deep learning solution with video enhancement
Remote photoplethysmography (rPPG), which aims at measuring heart activities without any
contact, has great potential in many applications (eg, remote healthcare). Existing rPPG …
contact, has great potential in many applications (eg, remote healthcare). Existing rPPG …
Remote photoplethysmograph signal measurement from facial videos using spatio-temporal networks
Recent studies demonstrated that the average heart rate (HR) can be measured from facial
videos based on non-contact remote photoplethysmography (rPPG). However for many …
videos based on non-contact remote photoplethysmography (rPPG). However for many …
Deeprhythm: Exposing deepfakes with attentional visual heartbeat rhythms
As the GAN-based face image and video generation techniques, widely known as
DeepFakes, have become more and more matured and realistic, there comes a pressing …
DeepFakes, have become more and more matured and realistic, there comes a pressing …
Contrast-phys: Unsupervised video-based remote physiological measurement via spatiotemporal contrast
Video-based remote physiological measurement utilizes face videos to measure the blood
volume change signal, which is also called remote photoplethysmography (rPPG) …
volume change signal, which is also called remote photoplethysmography (rPPG) …