Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1783516214064054272 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7126755 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT hassanma towardshealthmonitoringusingremoteheartratemeasurementusingdigitalcameraafeasibilitystudy AT malikas towardshealthmonitoringusingremoteheartratemeasurementusingdigitalcameraafeasibilitystudy AT fofid towardshealthmonitoringusingremoteheartratemeasurementusingdigitalcameraafeasibilitystudy AT karasfib towardshealthmonitoringusingremoteheartratemeasurementusingdigitalcameraafeasibilitystudy AT meriaudeauf towardshealthmonitoringusingremoteheartratemeasurementusingdigitalcameraafeasibilitystudy |