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Vision-Based System for Automated Estimation of the Frontal Area of Swimmers: Towards the Determination of the Instant Active Drag: A Pilot Study

Swimmers take great advantage by reducing the drag forces either in passive or active conditions. The purpose of this work is to determine the frontal area of swimmers by means of an automated vision system. The proposed algorithm is automated and also allows to determine lateral pose of the swimmer...

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Detalles Bibliográficos
Autores principales: González-Ravé, José M., Moya-Fernández, Francisco, Hermosilla-Perona, Francisco, Castillo-García, Fernando J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839815/
https://www.ncbi.nlm.nih.gov/pubmed/35161700
http://dx.doi.org/10.3390/s22030955
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author González-Ravé, José M.
Moya-Fernández, Francisco
Hermosilla-Perona, Francisco
Castillo-García, Fernando J.
author_facet González-Ravé, José M.
Moya-Fernández, Francisco
Hermosilla-Perona, Francisco
Castillo-García, Fernando J.
author_sort González-Ravé, José M.
collection PubMed
description Swimmers take great advantage by reducing the drag forces either in passive or active conditions. The purpose of this work is to determine the frontal area of swimmers by means of an automated vision system. The proposed algorithm is automated and also allows to determine lateral pose of the swimmer for training purposes. In this way, a step towards the determination of the instantaneous active drag is reached that could be obtained by correlating the effective frontal area of the swimmer to the velocity. This article shows a novel algorithm for estimating the frontal and lateral area in comparison with other models. The computing time allows to obtain a reasonable online representation of the results. The development of an automated method to obtain the frontal surface area during swimming increases the knowledge of the temporal fluctuation of the frontal surface area in swimming. It would allow the best monitoring of a swimmer in their swimming training sessions. Further works will present the complete device, which allows to track the swimmer while acquiring the images and a more realistic model of conventional active drag ones.
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spelling pubmed-88398152022-02-13 Vision-Based System for Automated Estimation of the Frontal Area of Swimmers: Towards the Determination of the Instant Active Drag: A Pilot Study González-Ravé, José M. Moya-Fernández, Francisco Hermosilla-Perona, Francisco Castillo-García, Fernando J. Sensors (Basel) Article Swimmers take great advantage by reducing the drag forces either in passive or active conditions. The purpose of this work is to determine the frontal area of swimmers by means of an automated vision system. The proposed algorithm is automated and also allows to determine lateral pose of the swimmer for training purposes. In this way, a step towards the determination of the instantaneous active drag is reached that could be obtained by correlating the effective frontal area of the swimmer to the velocity. This article shows a novel algorithm for estimating the frontal and lateral area in comparison with other models. The computing time allows to obtain a reasonable online representation of the results. The development of an automated method to obtain the frontal surface area during swimming increases the knowledge of the temporal fluctuation of the frontal surface area in swimming. It would allow the best monitoring of a swimmer in their swimming training sessions. Further works will present the complete device, which allows to track the swimmer while acquiring the images and a more realistic model of conventional active drag ones. MDPI 2022-01-26 /pmc/articles/PMC8839815/ /pubmed/35161700 http://dx.doi.org/10.3390/s22030955 Text en © 2022 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
González-Ravé, José M.
Moya-Fernández, Francisco
Hermosilla-Perona, Francisco
Castillo-García, Fernando J.
Vision-Based System for Automated Estimation of the Frontal Area of Swimmers: Towards the Determination of the Instant Active Drag: A Pilot Study
title Vision-Based System for Automated Estimation of the Frontal Area of Swimmers: Towards the Determination of the Instant Active Drag: A Pilot Study
title_full Vision-Based System for Automated Estimation of the Frontal Area of Swimmers: Towards the Determination of the Instant Active Drag: A Pilot Study
title_fullStr Vision-Based System for Automated Estimation of the Frontal Area of Swimmers: Towards the Determination of the Instant Active Drag: A Pilot Study
title_full_unstemmed Vision-Based System for Automated Estimation of the Frontal Area of Swimmers: Towards the Determination of the Instant Active Drag: A Pilot Study
title_short Vision-Based System for Automated Estimation of the Frontal Area of Swimmers: Towards the Determination of the Instant Active Drag: A Pilot Study
title_sort vision-based system for automated estimation of the frontal area of swimmers: towards the determination of the instant active drag: a pilot study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839815/
https://www.ncbi.nlm.nih.gov/pubmed/35161700
http://dx.doi.org/10.3390/s22030955
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