Cargando…

Development of a video camera-type kayak motion capture system to measure water kayaking

BACKGROUND: In kayaking, trunk motion is one of the important factors that prevent injury and improve performance. Kinematic studies in kayaking have been reported in laboratory settings using paddling simulators and ergometers. However, such studies do not reflect kayaking on water, the actual comp...

Descripción completa

Detalles Bibliográficos
Autores principales: Miyazaki, Shigeaki, Yamako, Go, Kimura, Ryo, Punchihewa, Niroshan G., Kawaguchi, Tsubasa, Arakawa, Hideki, Chosa, Etsuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10364805/
https://www.ncbi.nlm.nih.gov/pubmed/37492396
http://dx.doi.org/10.7717/peerj.15227
_version_ 1785076920269930496
author Miyazaki, Shigeaki
Yamako, Go
Kimura, Ryo
Punchihewa, Niroshan G.
Kawaguchi, Tsubasa
Arakawa, Hideki
Chosa, Etsuo
author_facet Miyazaki, Shigeaki
Yamako, Go
Kimura, Ryo
Punchihewa, Niroshan G.
Kawaguchi, Tsubasa
Arakawa, Hideki
Chosa, Etsuo
author_sort Miyazaki, Shigeaki
collection PubMed
description BACKGROUND: In kayaking, trunk motion is one of the important factors that prevent injury and improve performance. Kinematic studies in kayaking have been reported in laboratory settings using paddling simulators and ergometers. However, such studies do not reflect kayaking on water, the actual competitive environment. Therefore, we developed a video camera-type kayak motion capture system (KMCS) wherein action cameras were fixed to a kayak to capture images of markers attached to an athlete’s body. This study aimed to compare the kinematic data between KMCS and an optical motion capture system (OMCS) in kayaking and to determine the accuracy of the KMCS analysis. METHODS: In a competition, five elite junior female kayak athletes performed kayak paddling under the unloaded condition using a kayak. The kayak was secured using a tri-folding bench and a towel, and twenty strokes were recorded during maximal paddling. One stroke was defined as the period from right catch to left catch, and the first six strokes were used to evaluate the accuracy. Trunk angles (tilting, turning, and rotation) were examined with the simultaneous use of KMCS and OMCS, and the differences between these systems were evaluated. To ensure reliability, intraclass correlation coefficient (ICC; a two-way mixed model for absolute agreement) was calculated for each angle. Furthermore, Bland–Altman analysis was performed to understand the agreement between the two systems. RESULTS: Root mean square errors (RMSEs) were 1.42° and 3.94° for turning and rotation, respectively, and mean absolute errors (MAEs) were 1.08° and 3.00° for turning and rotation, respectively. The RMSE and MAE for tilting were 2.43° and 1.76°, respectively, which indicated that the validity was comparable to that of other angles. However, the range of motion in tilting was lower than that in turning and rotation. Bland–Altman analysis showed good agreement in the total range of motion, with mean bias values of −0.84°, −0.07°, and −0.41° for tilting, turning, and rotation, respectively. The ICCs for tilting, turning, and rotation were 0.966, 0.985, and 0.973, respectively, and showed excellent reliability. CONCLUSIONS: The newly developed KMCS effectively measured the trunk motion with good accuracy in kayaking. In future studies, we intend to use KMCS to measure kayaking on water and collect data for performance improvement and injury prevention.
format Online
Article
Text
id pubmed-10364805
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher PeerJ Inc.
record_format MEDLINE/PubMed
spelling pubmed-103648052023-07-25 Development of a video camera-type kayak motion capture system to measure water kayaking Miyazaki, Shigeaki Yamako, Go Kimura, Ryo Punchihewa, Niroshan G. Kawaguchi, Tsubasa Arakawa, Hideki Chosa, Etsuo PeerJ Kinesiology BACKGROUND: In kayaking, trunk motion is one of the important factors that prevent injury and improve performance. Kinematic studies in kayaking have been reported in laboratory settings using paddling simulators and ergometers. However, such studies do not reflect kayaking on water, the actual competitive environment. Therefore, we developed a video camera-type kayak motion capture system (KMCS) wherein action cameras were fixed to a kayak to capture images of markers attached to an athlete’s body. This study aimed to compare the kinematic data between KMCS and an optical motion capture system (OMCS) in kayaking and to determine the accuracy of the KMCS analysis. METHODS: In a competition, five elite junior female kayak athletes performed kayak paddling under the unloaded condition using a kayak. The kayak was secured using a tri-folding bench and a towel, and twenty strokes were recorded during maximal paddling. One stroke was defined as the period from right catch to left catch, and the first six strokes were used to evaluate the accuracy. Trunk angles (tilting, turning, and rotation) were examined with the simultaneous use of KMCS and OMCS, and the differences between these systems were evaluated. To ensure reliability, intraclass correlation coefficient (ICC; a two-way mixed model for absolute agreement) was calculated for each angle. Furthermore, Bland–Altman analysis was performed to understand the agreement between the two systems. RESULTS: Root mean square errors (RMSEs) were 1.42° and 3.94° for turning and rotation, respectively, and mean absolute errors (MAEs) were 1.08° and 3.00° for turning and rotation, respectively. The RMSE and MAE for tilting were 2.43° and 1.76°, respectively, which indicated that the validity was comparable to that of other angles. However, the range of motion in tilting was lower than that in turning and rotation. Bland–Altman analysis showed good agreement in the total range of motion, with mean bias values of −0.84°, −0.07°, and −0.41° for tilting, turning, and rotation, respectively. The ICCs for tilting, turning, and rotation were 0.966, 0.985, and 0.973, respectively, and showed excellent reliability. CONCLUSIONS: The newly developed KMCS effectively measured the trunk motion with good accuracy in kayaking. In future studies, we intend to use KMCS to measure kayaking on water and collect data for performance improvement and injury prevention. PeerJ Inc. 2023-07-21 /pmc/articles/PMC10364805/ /pubmed/37492396 http://dx.doi.org/10.7717/peerj.15227 Text en © 2023 Miyazaki et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Kinesiology
Miyazaki, Shigeaki
Yamako, Go
Kimura, Ryo
Punchihewa, Niroshan G.
Kawaguchi, Tsubasa
Arakawa, Hideki
Chosa, Etsuo
Development of a video camera-type kayak motion capture system to measure water kayaking
title Development of a video camera-type kayak motion capture system to measure water kayaking
title_full Development of a video camera-type kayak motion capture system to measure water kayaking
title_fullStr Development of a video camera-type kayak motion capture system to measure water kayaking
title_full_unstemmed Development of a video camera-type kayak motion capture system to measure water kayaking
title_short Development of a video camera-type kayak motion capture system to measure water kayaking
title_sort development of a video camera-type kayak motion capture system to measure water kayaking
topic Kinesiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10364805/
https://www.ncbi.nlm.nih.gov/pubmed/37492396
http://dx.doi.org/10.7717/peerj.15227
work_keys_str_mv AT miyazakishigeaki developmentofavideocameratypekayakmotioncapturesystemtomeasurewaterkayaking
AT yamakogo developmentofavideocameratypekayakmotioncapturesystemtomeasurewaterkayaking
AT kimuraryo developmentofavideocameratypekayakmotioncapturesystemtomeasurewaterkayaking
AT punchihewaniroshang developmentofavideocameratypekayakmotioncapturesystemtomeasurewaterkayaking
AT kawaguchitsubasa developmentofavideocameratypekayakmotioncapturesystemtomeasurewaterkayaking
AT arakawahideki developmentofavideocameratypekayakmotioncapturesystemtomeasurewaterkayaking
AT chosaetsuo developmentofavideocameratypekayakmotioncapturesystemtomeasurewaterkayaking