Cargando…

Contactless Vital Signs Monitoring From Videos Recorded With Digital Cameras: An Overview

The measurement of physiological parameters is fundamental to assess the health status of an individual. The contactless monitoring of vital signs may provide benefits in various fields of application, from healthcare and clinical setting to occupational and sports scenarios. Recent research has bee...

Descripción completa

Detalles Bibliográficos
Autores principales: Molinaro, Nunzia, Schena, Emiliano, Silvestri, Sergio, Bonotti, Fabrizio, Aguzzi, Damiano, Viola, Erika, Buccolini, Fabio, Massaroni, Carlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8895203/
https://www.ncbi.nlm.nih.gov/pubmed/35250612
http://dx.doi.org/10.3389/fphys.2022.801709
_version_ 1784662872185372672
author Molinaro, Nunzia
Schena, Emiliano
Silvestri, Sergio
Bonotti, Fabrizio
Aguzzi, Damiano
Viola, Erika
Buccolini, Fabio
Massaroni, Carlo
author_facet Molinaro, Nunzia
Schena, Emiliano
Silvestri, Sergio
Bonotti, Fabrizio
Aguzzi, Damiano
Viola, Erika
Buccolini, Fabio
Massaroni, Carlo
author_sort Molinaro, Nunzia
collection PubMed
description The measurement of physiological parameters is fundamental to assess the health status of an individual. The contactless monitoring of vital signs may provide benefits in various fields of application, from healthcare and clinical setting to occupational and sports scenarios. Recent research has been focused on the potentiality of camera-based systems working in the visible range (380–750 nm) for estimating vital signs by capturing subtle color changes or motions caused by physiological activities but invisible to human eyes. These quantities are typically extracted from videos framing some exposed body areas (e.g., face, torso, and hands) with adequate post-processing algorithms. In this review, we provided an overview of the physiological and technical aspects behind the estimation of vital signs like respiratory rate, heart rate, blood oxygen saturation, and blood pressure from digital images as well as the potential fields of application of these technologies. Per each vital sign, we provided the rationale for the measurement, a classification of the different techniques implemented for post-processing the original videos, and the main results obtained during various applications or in validation studies. The available evidence supports the premise of digital cameras as an unobtrusive and easy-to-use technology for physiological signs monitoring. Further research is needed to promote the advancements of the technology, allowing its application in a wide range of population and everyday life, fostering a biometrical holistic of the human body (BHOHB) approach.
format Online
Article
Text
id pubmed-8895203
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-88952032022-03-05 Contactless Vital Signs Monitoring From Videos Recorded With Digital Cameras: An Overview Molinaro, Nunzia Schena, Emiliano Silvestri, Sergio Bonotti, Fabrizio Aguzzi, Damiano Viola, Erika Buccolini, Fabio Massaroni, Carlo Front Physiol Physiology The measurement of physiological parameters is fundamental to assess the health status of an individual. The contactless monitoring of vital signs may provide benefits in various fields of application, from healthcare and clinical setting to occupational and sports scenarios. Recent research has been focused on the potentiality of camera-based systems working in the visible range (380–750 nm) for estimating vital signs by capturing subtle color changes or motions caused by physiological activities but invisible to human eyes. These quantities are typically extracted from videos framing some exposed body areas (e.g., face, torso, and hands) with adequate post-processing algorithms. In this review, we provided an overview of the physiological and technical aspects behind the estimation of vital signs like respiratory rate, heart rate, blood oxygen saturation, and blood pressure from digital images as well as the potential fields of application of these technologies. Per each vital sign, we provided the rationale for the measurement, a classification of the different techniques implemented for post-processing the original videos, and the main results obtained during various applications or in validation studies. The available evidence supports the premise of digital cameras as an unobtrusive and easy-to-use technology for physiological signs monitoring. Further research is needed to promote the advancements of the technology, allowing its application in a wide range of population and everyday life, fostering a biometrical holistic of the human body (BHOHB) approach. Frontiers Media S.A. 2022-02-18 /pmc/articles/PMC8895203/ /pubmed/35250612 http://dx.doi.org/10.3389/fphys.2022.801709 Text en Copyright © 2022 Molinaro, Schena, Silvestri, Bonotti, Aguzzi, Viola, Buccolini and Massaroni. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Molinaro, Nunzia
Schena, Emiliano
Silvestri, Sergio
Bonotti, Fabrizio
Aguzzi, Damiano
Viola, Erika
Buccolini, Fabio
Massaroni, Carlo
Contactless Vital Signs Monitoring From Videos Recorded With Digital Cameras: An Overview
title Contactless Vital Signs Monitoring From Videos Recorded With Digital Cameras: An Overview
title_full Contactless Vital Signs Monitoring From Videos Recorded With Digital Cameras: An Overview
title_fullStr Contactless Vital Signs Monitoring From Videos Recorded With Digital Cameras: An Overview
title_full_unstemmed Contactless Vital Signs Monitoring From Videos Recorded With Digital Cameras: An Overview
title_short Contactless Vital Signs Monitoring From Videos Recorded With Digital Cameras: An Overview
title_sort contactless vital signs monitoring from videos recorded with digital cameras: an overview
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8895203/
https://www.ncbi.nlm.nih.gov/pubmed/35250612
http://dx.doi.org/10.3389/fphys.2022.801709
work_keys_str_mv AT molinaronunzia contactlessvitalsignsmonitoringfromvideosrecordedwithdigitalcamerasanoverview
AT schenaemiliano contactlessvitalsignsmonitoringfromvideosrecordedwithdigitalcamerasanoverview
AT silvestrisergio contactlessvitalsignsmonitoringfromvideosrecordedwithdigitalcamerasanoverview
AT bonottifabrizio contactlessvitalsignsmonitoringfromvideosrecordedwithdigitalcamerasanoverview
AT aguzzidamiano contactlessvitalsignsmonitoringfromvideosrecordedwithdigitalcamerasanoverview
AT violaerika contactlessvitalsignsmonitoringfromvideosrecordedwithdigitalcamerasanoverview
AT buccolinifabio contactlessvitalsignsmonitoringfromvideosrecordedwithdigitalcamerasanoverview
AT massaronicarlo contactlessvitalsignsmonitoringfromvideosrecordedwithdigitalcamerasanoverview