Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1783745230946697216 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8400084 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhanqi examinationofpotentialofthermopilebasedcontactlessrespiratorygating AT wangwenjin examinationofpotentialofthermopilebasedcontactlessrespiratorygating AT dingxiaorong examinationofpotentialofthermopilebasedcontactlessrespiratorygating |