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Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study

The paper presents a feasibility study for heart rate measurement using a digital camera to perform health monitoring. The feasibility study investigates the reliability of the state of the art heart rate measuring methods in realistic situations. Therefore, an experiment was designed and carried ou...

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Detalles Bibliográficos
Autores principales: Hassan, M.A., Malik, A.S., Fofi, D., Karasfi, B., Meriaudeau, F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7126755/
https://www.ncbi.nlm.nih.gov/pubmed/32287815
http://dx.doi.org/10.1016/j.measurement.2019.07.032
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author Hassan, M.A.
Malik, A.S.
Fofi, D.
Karasfi, B.
Meriaudeau, F.
author_facet Hassan, M.A.
Malik, A.S.
Fofi, D.
Karasfi, B.
Meriaudeau, F.
author_sort Hassan, M.A.
collection PubMed
description The paper presents a feasibility study for heart rate measurement using a digital camera to perform health monitoring. The feasibility study investigates the reliability of the state of the art heart rate measuring methods in realistic situations. Therefore, an experiment was designed and carried out on 45 subjects to investigate the effects caused by illumination, motion, skin tone, and distance variance. The experiment was conducted for two main scenarios; human-computer interaction scenario and health monitoring scenario. The human-computer scenario investigated the effects caused by illumination variance, motion variance, and skin tone variance. The health monitoring scenario investigates the feasibility of health monitoring at public spaces (i.e. airports, subways, malls). Five state of the art heart rate measuring methods were re-implemented and tested with the feasibility study database. The results were compared with ground truth to estimate the heart rate measurement error. The heart rate measurement error was analyzed using mean error, standard deviation; root means square error and Pearson correlation coefficient. The findings of this experiment inferred promising results for health monitoring of subjects standing at a distance of 500 cm.
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spelling pubmed-71267552020-04-08 Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study Hassan, M.A. Malik, A.S. Fofi, D. Karasfi, B. Meriaudeau, F. Measurement (Lond) Article The paper presents a feasibility study for heart rate measurement using a digital camera to perform health monitoring. The feasibility study investigates the reliability of the state of the art heart rate measuring methods in realistic situations. Therefore, an experiment was designed and carried out on 45 subjects to investigate the effects caused by illumination, motion, skin tone, and distance variance. The experiment was conducted for two main scenarios; human-computer interaction scenario and health monitoring scenario. The human-computer scenario investigated the effects caused by illumination variance, motion variance, and skin tone variance. The health monitoring scenario investigates the feasibility of health monitoring at public spaces (i.e. airports, subways, malls). Five state of the art heart rate measuring methods were re-implemented and tested with the feasibility study database. The results were compared with ground truth to estimate the heart rate measurement error. The heart rate measurement error was analyzed using mean error, standard deviation; root means square error and Pearson correlation coefficient. The findings of this experiment inferred promising results for health monitoring of subjects standing at a distance of 500 cm. Elsevier Ltd. 2020-01 2019-09-04 /pmc/articles/PMC7126755/ /pubmed/32287815 http://dx.doi.org/10.1016/j.measurement.2019.07.032 Text en © 2019 Elsevier Ltd. 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
Hassan, M.A.
Malik, A.S.
Fofi, D.
Karasfi, B.
Meriaudeau, F.
Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study
title Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study
title_full Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study
title_fullStr Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study
title_full_unstemmed Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study
title_short Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study
title_sort towards health monitoring using remote heart rate measurement using digital camera: a feasibility study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7126755/
https://www.ncbi.nlm.nih.gov/pubmed/32287815
http://dx.doi.org/10.1016/j.measurement.2019.07.032
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