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Analysis of the parameters of respiration patterns extracted from thermal image sequences

Remote estimation of vital signs is an important and active area of research. The goal of this work was to analyze the feasibility of estimating respiration parameters from video sequences of faces recorded using a mobile thermal camera. Different estimators were analyzed and experimentally verified...

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Detalles Bibliográficos
Autor principal: Rumiński, Jacek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nałęcz Institute of Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences. Published by Elsevier Sp. z o.o. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7127106/
https://www.ncbi.nlm.nih.gov/pubmed/32287710
http://dx.doi.org/10.1016/j.bbe.2016.07.006
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author Rumiński, Jacek
author_facet Rumiński, Jacek
author_sort Rumiński, Jacek
collection PubMed
description Remote estimation of vital signs is an important and active area of research. The goal of this work was to analyze the feasibility of estimating respiration parameters from video sequences of faces recorded using a mobile thermal camera. Different estimators were analyzed and experimentally verified. It was demonstrated that the respiration rate, periodicity of respiration, and presence and length of apnea periods could be reliably estimated from signals recorded using a portable thermal camera. The size of the camera and efficiency of the methods allow the implementation of this method in smart glasses.
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spelling pubmed-71271062020-04-08 Analysis of the parameters of respiration patterns extracted from thermal image sequences Rumiński, Jacek Biocybern Biomed Eng Article Remote estimation of vital signs is an important and active area of research. The goal of this work was to analyze the feasibility of estimating respiration parameters from video sequences of faces recorded using a mobile thermal camera. Different estimators were analyzed and experimentally verified. It was demonstrated that the respiration rate, periodicity of respiration, and presence and length of apnea periods could be reliably estimated from signals recorded using a portable thermal camera. The size of the camera and efficiency of the methods allow the implementation of this method in smart glasses. Nałęcz Institute of Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences. Published by Elsevier Sp. z o.o. 2016 2016-08-20 /pmc/articles/PMC7127106/ /pubmed/32287710 http://dx.doi.org/10.1016/j.bbe.2016.07.006 Text en © 2016 Nałęcz Institute of Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences. Published by Elsevier Sp. z o.o. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Rumiński, Jacek
Analysis of the parameters of respiration patterns extracted from thermal image sequences
title Analysis of the parameters of respiration patterns extracted from thermal image sequences
title_full Analysis of the parameters of respiration patterns extracted from thermal image sequences
title_fullStr Analysis of the parameters of respiration patterns extracted from thermal image sequences
title_full_unstemmed Analysis of the parameters of respiration patterns extracted from thermal image sequences
title_short Analysis of the parameters of respiration patterns extracted from thermal image sequences
title_sort analysis of the parameters of respiration patterns extracted from thermal image sequences
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7127106/
https://www.ncbi.nlm.nih.gov/pubmed/32287710
http://dx.doi.org/10.1016/j.bbe.2016.07.006
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