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 …

Video-based heart rate measurement: Recent advances and future prospects

X Chen, J Cheng, R Song, Y Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
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 …

Emotional AI: The rise of empathic media

A McStay - 2018 - torrossa.com
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“scores”: { “anger”: 1.0570484E-08, “contempt”: 1.52679547E-09, “disgust”: 1.60232943E-07 …

Emotional AI and EdTech: serving the public good?

A McStay - Learning, Media and Technology, 2020 - Taylor & Francis
ABSTRACT Education Technology (EdTech) companies are deploying emotional AI to
quantify social and emotional learning. Focusing on facial coding emotional AI that uses …

Combination of near-infrared and thermal imaging techniques for the remote and simultaneous measurements of breathing and heart rates under sleep situation

M Hu, G Zhai, D Li, Y Fan, H Duan, W Zhu, X Yang - PloS one, 2018 - journals.plos.org
To achieve the simultaneous and unobtrusive breathing rate (BR) and heart rate (HR)
measurements during nighttime, we leverage a far-infrared imager and an infrared camera …

A broader look: Camera-based vital sign estimation across the spectrum

CH Antink, S Lyra, M Paul, X Yu… - Yearbook of medical …, 2019 - thieme-connect.com
Objectives: Camera-based vital sign estimation allows the contactless assessment of
important physiological parameters. Seminal contributions were made in the 1930s, 1980s …

Availability and performance of image-based, non-contact methods of monitoring heart rate, blood pressure, respiratory rate, and oxygen saturation: a systematic …

M Harford, J Catherall, S Gerry, JD Young… - Physiological …, 2019 - iopscience.iop.org
Objective: Over the last 15 years, developments in camera technology have coincided with
increased availability and affordability. This has led to an increasing interest in using these …

[HTML][HTML] Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review

A Gupta, AG Ravelo-Garcia, FM Dias - Computer methods and programs in …, 2022 - Elsevier
Background: Consumer-level cameras have provided an advantage of designing cost-
effective, non-contact physiological parameters estimation approaches which is not possible …

Self-adaptive matrix completion for heart rate estimation from face videos under realistic conditions

N Sebe, X Alameda-Pineda, S Tulyakov… - US Patent …, 2019 - Google Patents
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 …

Fusing partial camera signals for noncontact pulse rate variability measurement

DJ McDuff, EB Blackford… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Remote camera-based measurement of physiology has great potential for healthcare and
affective computing. Recent advances in computer vision and signal processing have …