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Examination of Potential of Thermopile-Based Contactless Respiratory Gating

To control the spread of coronavirus disease 2019 (COVID-19), it is effective to perform a fast screening of the respiratory rate of the subject at the gate before entering a space to assess the potential risks. In this paper, we examine the potential of a novel yet cost-effective solution, called t...

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Detalles Bibliográficos
Autores principales: Zhan, Qi, Wang, Wenjin, Ding, Xiaorong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8400084/
https://www.ncbi.nlm.nih.gov/pubmed/34450966
http://dx.doi.org/10.3390/s21165525
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author Zhan, Qi
Wang, Wenjin
Ding, Xiaorong
author_facet Zhan, Qi
Wang, Wenjin
Ding, Xiaorong
author_sort Zhan, Qi
collection PubMed
description To control the spread of coronavirus disease 2019 (COVID-19), it is effective to perform a fast screening of the respiratory rate of the subject at the gate before entering a space to assess the potential risks. In this paper, we examine the potential of a novel yet cost-effective solution, called thermopile-based respiratory gating, to contactlessly screen a subject by measuring their respiratory rate in the scenario with an entrance gate. Based on a customized thermopile array system, we investigate different image and signal processing methods that measure respiratory rate from low-resolution thermal videos, where an automatic region-of-interest selection-based approach obtains a mean absolute error (MAE) of 0.8 breaths per minute. We show the feasibility of thermopile-based respiratory gating and quantify its limitations and boundary conditions in a benchmark (e.g., appearance of face mask, measurement distance and screening time). The technical validation provided by this study is helpful for designing and implementing a respiratory gating solution toward the prevention of the spread of COVID-19 during the pandemic.
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spelling pubmed-84000842021-08-29 Examination of Potential of Thermopile-Based Contactless Respiratory Gating Zhan, Qi Wang, Wenjin Ding, Xiaorong Sensors (Basel) Article To control the spread of coronavirus disease 2019 (COVID-19), it is effective to perform a fast screening of the respiratory rate of the subject at the gate before entering a space to assess the potential risks. In this paper, we examine the potential of a novel yet cost-effective solution, called thermopile-based respiratory gating, to contactlessly screen a subject by measuring their respiratory rate in the scenario with an entrance gate. Based on a customized thermopile array system, we investigate different image and signal processing methods that measure respiratory rate from low-resolution thermal videos, where an automatic region-of-interest selection-based approach obtains a mean absolute error (MAE) of 0.8 breaths per minute. We show the feasibility of thermopile-based respiratory gating and quantify its limitations and boundary conditions in a benchmark (e.g., appearance of face mask, measurement distance and screening time). The technical validation provided by this study is helpful for designing and implementing a respiratory gating solution toward the prevention of the spread of COVID-19 during the pandemic. MDPI 2021-08-17 /pmc/articles/PMC8400084/ /pubmed/34450966 http://dx.doi.org/10.3390/s21165525 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhan, Qi
Wang, Wenjin
Ding, Xiaorong
Examination of Potential of Thermopile-Based Contactless Respiratory Gating
title Examination of Potential of Thermopile-Based Contactless Respiratory Gating
title_full Examination of Potential of Thermopile-Based Contactless Respiratory Gating
title_fullStr Examination of Potential of Thermopile-Based Contactless Respiratory Gating
title_full_unstemmed Examination of Potential of Thermopile-Based Contactless Respiratory Gating
title_short Examination of Potential of Thermopile-Based Contactless Respiratory Gating
title_sort examination of potential of thermopile-based contactless respiratory gating
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8400084/
https://www.ncbi.nlm.nih.gov/pubmed/34450966
http://dx.doi.org/10.3390/s21165525
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