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半自动视频跟踪系统在足球比赛中进行技术和战术标记分析的可靠性

The Reliability of Technical and Tactical Tagging Analysis Conducted by a Semi-Automatic VTS in Soccer.

作者信息

Beato Marco, Jamil Mikael, Devereux Gavin

机构信息

Department of Science and Technology, University of Suffolk, Ipswich, UK.

出版信息

J Hum Kinet. 2018 Jun 13;62:103-110. doi: 10.1515/hukin-2017-0162. eCollection 2018 Jun.

Abstract

The Video Tracking multiple cameras system (VTS) is a technology that records two-dimensional position data (x and y) at high sampling rates (over 25 Hz). The VTS is of great interest because it can record external load variables as well as collect technical and tactical parameters. Performance analysis is mainly focused on physical demands, yet less attention has been afforded to technical and tactical factors. Digital.Stadium® VTS is a performance analysis device widely used at national and international levels (i.e. Italian Serie A, Euro 2016) and the reliability evaluation of its technical tagging analysis (e.g. shots, passes, assists, set pieces) could be paramount for its application at elite level competitions, as well as in research studies. Two professional soccer teams, with 30 male players (age 23 ± 5 years, body mass 78.3 ± 6.9 kg, body height 1.81 ± 0.06 m), were monitored in the 2016 season during a friendly match and data analysis was performed immediately after the game ended. This process was then replicated a week later (4 operators conducted the data analysis in each week). This study reports a near perfect relationship between Match and its Replication. R2 coefficients (relationships between Match and Replication) were highly significant for each of the technical variables considered (p < 0.001). In particular, a high score of interclass correlation and a small coefficient of variation were reported. This study reports meaningless differences between Match and its Replication (intra-day reliability). We concluded that the semi-automatic process behind the Digital.Stadium® VTS was more than capable of recording technical tagging data accurately.

摘要

视频跟踪多摄像机系统(VTS)是一种能够以高采样率(超过25Hz)记录二维位置数据(x和y)的技术。VTS之所以备受关注,是因为它不仅可以记录外部负荷变量,还能收集技术和战术参数。性能分析主要集中在身体需求方面,而对技术和战术因素的关注较少。Digital.Stadium® VTS是一种在国家和国际层面广泛使用的性能分析设备(例如意大利甲级联赛、2016年欧洲杯),其技术标记分析(例如射门、传球、助攻、定位球)的可靠性评估对于其在精英级别比赛以及研究中的应用至关重要。在2016赛季的一场友谊赛中,对两支职业足球队的30名男性球员(年龄23±5岁,体重78.3±6.9kg,身高1.81±0.06m)进行了监测,并在比赛结束后立即进行数据分析。一周后重复这一过程(每周由4名操作人员进行数据分析)。本研究报告了比赛与其重复之间近乎完美的关系。对于所考虑的每个技术变量,R2系数(比赛与重复之间的关系)都非常显著(p<0.001)。特别是,报告了较高的组内相关得分和较小的变异系数。本研究报告了比赛与其重复之间无意义的差异(日内可靠性)。我们得出结论,Digital.Stadium® VTS背后的半自动过程完全能够准确记录技术标记数据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f70e/6006549/c98ecb8be178/hukin-62-103-g001.jpg

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