Cargando…

Enhanced Contactless Vital Sign Estimation from Real-Time Multimodal 3D Image Data

The contactless estimation of vital signs using conventional color cameras and ambient light can be affected by motion artifacts and changes in ambient light. On both these problems, a multimodal 3D imaging system with an irritation-free controlled illumination was developed in this work. In this sy...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Chen, Gebhart, Ingo, Kühmstedt, Peter, Rosenberger, Maik, Notni, Gunther
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321186/
https://www.ncbi.nlm.nih.gov/pubmed/34460567
http://dx.doi.org/10.3390/jimaging6110123
_version_ 1783730791032815616
author Zhang, Chen
Gebhart, Ingo
Kühmstedt, Peter
Rosenberger, Maik
Notni, Gunther
author_facet Zhang, Chen
Gebhart, Ingo
Kühmstedt, Peter
Rosenberger, Maik
Notni, Gunther
author_sort Zhang, Chen
collection PubMed
description The contactless estimation of vital signs using conventional color cameras and ambient light can be affected by motion artifacts and changes in ambient light. On both these problems, a multimodal 3D imaging system with an irritation-free controlled illumination was developed in this work. In this system, real-time 3D imaging was combined with multispectral and thermal imaging. Based on 3D image data, an efficient method was developed for the compensation of head motions, and novel approaches based on the use of 3D regions of interest were proposed for the estimation of various vital signs from multispectral and thermal video data. The developed imaging system and algorithms were demonstrated with test subjects, delivering a proof-of-concept.
format Online
Article
Text
id pubmed-8321186
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-83211862021-08-26 Enhanced Contactless Vital Sign Estimation from Real-Time Multimodal 3D Image Data Zhang, Chen Gebhart, Ingo Kühmstedt, Peter Rosenberger, Maik Notni, Gunther J Imaging Article The contactless estimation of vital signs using conventional color cameras and ambient light can be affected by motion artifacts and changes in ambient light. On both these problems, a multimodal 3D imaging system with an irritation-free controlled illumination was developed in this work. In this system, real-time 3D imaging was combined with multispectral and thermal imaging. Based on 3D image data, an efficient method was developed for the compensation of head motions, and novel approaches based on the use of 3D regions of interest were proposed for the estimation of various vital signs from multispectral and thermal video data. The developed imaging system and algorithms were demonstrated with test subjects, delivering a proof-of-concept. MDPI 2020-11-12 /pmc/articles/PMC8321186/ /pubmed/34460567 http://dx.doi.org/10.3390/jimaging6110123 Text en © 2020 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 (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Zhang, Chen
Gebhart, Ingo
Kühmstedt, Peter
Rosenberger, Maik
Notni, Gunther
Enhanced Contactless Vital Sign Estimation from Real-Time Multimodal 3D Image Data
title Enhanced Contactless Vital Sign Estimation from Real-Time Multimodal 3D Image Data
title_full Enhanced Contactless Vital Sign Estimation from Real-Time Multimodal 3D Image Data
title_fullStr Enhanced Contactless Vital Sign Estimation from Real-Time Multimodal 3D Image Data
title_full_unstemmed Enhanced Contactless Vital Sign Estimation from Real-Time Multimodal 3D Image Data
title_short Enhanced Contactless Vital Sign Estimation from Real-Time Multimodal 3D Image Data
title_sort enhanced contactless vital sign estimation from real-time multimodal 3d image data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321186/
https://www.ncbi.nlm.nih.gov/pubmed/34460567
http://dx.doi.org/10.3390/jimaging6110123
work_keys_str_mv AT zhangchen enhancedcontactlessvitalsignestimationfromrealtimemultimodal3dimagedata
AT gebhartingo enhancedcontactlessvitalsignestimationfromrealtimemultimodal3dimagedata
AT kuhmstedtpeter enhancedcontactlessvitalsignestimationfromrealtimemultimodal3dimagedata
AT rosenbergermaik enhancedcontactlessvitalsignestimationfromrealtimemultimodal3dimagedata
AT notnigunther enhancedcontactlessvitalsignestimationfromrealtimemultimodal3dimagedata