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Validation of a Video-Based Performance Analysis System (Mediacoach(®)) to Analyze the Physical Demands during Matches in LaLiga
The aim of the present study was to assess the accuracy of a multi-camera tracking system (Mediacoach(®)) to track elite football players’ movements in real time. A total of 207 observations of 38 official matches from Liga 1, 2, 3™ (2nd Spanish Division, season 2017/18) were included in the study (...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806213/ https://www.ncbi.nlm.nih.gov/pubmed/31547591 http://dx.doi.org/10.3390/s19194113 |
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author | Felipe, Jose Luis Garcia-Unanue, Jorge Viejo-Romero, David Navandar, Archit Sánchez-Sánchez, Javier |
author_facet | Felipe, Jose Luis Garcia-Unanue, Jorge Viejo-Romero, David Navandar, Archit Sánchez-Sánchez, Javier |
author_sort | Felipe, Jose Luis |
collection | PubMed |
description | The aim of the present study was to assess the accuracy of a multi-camera tracking system (Mediacoach(®)) to track elite football players’ movements in real time. A total of 207 observations of 38 official matches from Liga 1, 2, 3™ (2nd Spanish Division, season 2017/18) were included in the study (88 defenders, 84 midfielders, and 35 attackers of the same team). Total distance (TD, m) distance in zone 4 (DZ4) at a speed of 14–21 km/h, distance in zone 5 (DZ5) at a speed of 21–24 km/h (DZ5), distance in zone 6 (DZ6) at a speed of ≥24 km/h, maximum speed (km/h), and number of sprints (actions above 24 km/h) were registered with the Apex(®) GPS system (STATSports™, Newry, N. Ireland) and Mediacoach(®) semi-automatic tracking system (LaLiga™, Madrid, Spain). The level of agreement between variables estimated by the two systems was analyzed. Bias was also calculated by deducting the GPS estimated value from the video estimated value, and then dividing the difference score by the GPS estimated value. All variables showed high ICC values (>0.75) and very large correlations (r > 0.70). However the video-based performance analysis system overestimated the results obtained in the different speed zones (DZ5: +16.59 ± 62.29 m; LOA95%: −105.49 to 138.68; DZ6: +93.26 ± 67.76 m; LOA95%: −39.55 to 226.07), the number of sprints (+2.27 ± 2.94; LOA95%: −3.49 to 8.02), and the maximum speed (+0.32 ± 1.25 km/h; LOA95%: −2.13 to 2.77). The maximum bias was found in DZ6 (47%). This demonstrates that Mediacoach(®) is as accurate as a GPS system to obtain objective data in real time, adapted to physical and movement demands of elite football, especially for total distance and distances traveled at medium speeds. |
format | Online Article Text |
id | pubmed-6806213 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-68062132019-11-07 Validation of a Video-Based Performance Analysis System (Mediacoach(®)) to Analyze the Physical Demands during Matches in LaLiga Felipe, Jose Luis Garcia-Unanue, Jorge Viejo-Romero, David Navandar, Archit Sánchez-Sánchez, Javier Sensors (Basel) Article The aim of the present study was to assess the accuracy of a multi-camera tracking system (Mediacoach(®)) to track elite football players’ movements in real time. A total of 207 observations of 38 official matches from Liga 1, 2, 3™ (2nd Spanish Division, season 2017/18) were included in the study (88 defenders, 84 midfielders, and 35 attackers of the same team). Total distance (TD, m) distance in zone 4 (DZ4) at a speed of 14–21 km/h, distance in zone 5 (DZ5) at a speed of 21–24 km/h (DZ5), distance in zone 6 (DZ6) at a speed of ≥24 km/h, maximum speed (km/h), and number of sprints (actions above 24 km/h) were registered with the Apex(®) GPS system (STATSports™, Newry, N. Ireland) and Mediacoach(®) semi-automatic tracking system (LaLiga™, Madrid, Spain). The level of agreement between variables estimated by the two systems was analyzed. Bias was also calculated by deducting the GPS estimated value from the video estimated value, and then dividing the difference score by the GPS estimated value. All variables showed high ICC values (>0.75) and very large correlations (r > 0.70). However the video-based performance analysis system overestimated the results obtained in the different speed zones (DZ5: +16.59 ± 62.29 m; LOA95%: −105.49 to 138.68; DZ6: +93.26 ± 67.76 m; LOA95%: −39.55 to 226.07), the number of sprints (+2.27 ± 2.94; LOA95%: −3.49 to 8.02), and the maximum speed (+0.32 ± 1.25 km/h; LOA95%: −2.13 to 2.77). The maximum bias was found in DZ6 (47%). This demonstrates that Mediacoach(®) is as accurate as a GPS system to obtain objective data in real time, adapted to physical and movement demands of elite football, especially for total distance and distances traveled at medium speeds. MDPI 2019-09-23 /pmc/articles/PMC6806213/ /pubmed/31547591 http://dx.doi.org/10.3390/s19194113 Text en © 2019 by the authors. 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/). |
spellingShingle | Article Felipe, Jose Luis Garcia-Unanue, Jorge Viejo-Romero, David Navandar, Archit Sánchez-Sánchez, Javier Validation of a Video-Based Performance Analysis System (Mediacoach(®)) to Analyze the Physical Demands during Matches in LaLiga |
title | Validation of a Video-Based Performance Analysis System (Mediacoach(®)) to Analyze the Physical Demands during Matches in LaLiga |
title_full | Validation of a Video-Based Performance Analysis System (Mediacoach(®)) to Analyze the Physical Demands during Matches in LaLiga |
title_fullStr | Validation of a Video-Based Performance Analysis System (Mediacoach(®)) to Analyze the Physical Demands during Matches in LaLiga |
title_full_unstemmed | Validation of a Video-Based Performance Analysis System (Mediacoach(®)) to Analyze the Physical Demands during Matches in LaLiga |
title_short | Validation of a Video-Based Performance Analysis System (Mediacoach(®)) to Analyze the Physical Demands during Matches in LaLiga |
title_sort | validation of a video-based performance analysis system (mediacoach(®)) to analyze the physical demands during matches in laliga |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806213/ https://www.ncbi.nlm.nih.gov/pubmed/31547591 http://dx.doi.org/10.3390/s19194113 |
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