The Accuracy and Reliability of a New Optical Player Tracking System for Measuring Displacement of Soccer Players

Q2 Computer Science
Jocelyn K Mara, S. Morgan, K. Pumpa, K. Thompson
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引用次数: 7

Abstract

Abstract Recently, a novel optical player tracking system has been developed to determine positional information of athletes in a non-invasive manner. The aim of this study was to measure the accuracy and reliability of displacement estimates derived from the system. Participants completed five soccer-specific running courses at three different speeds three times each, while being filmed using the multi-camera system. The participant’s x,y field positions were determined by the optical player tracking system and displacement was estimated using Euclidean distance, and compared with real distance. On average, the difference between actual distance and estimated displacement was 0.25% (mean absolute difference = 0.79 ± 0.56m) with a slightly larger coefficient of variation during 90° turns (4.89%) when compared with straight line running (4.09%). In addition, there were strong correlations between actual distance and measured displacement (r = 0.986 – 0.988). Collectively, the typical error (0.25 – 0.36 m), typical error as a coefficient of variation (1.06 – 1.75%) and intraclass correlation coefficient (0.88 – 0.93) showed high levels of intra-operator reliability. The optical player tracking system provides accurate and reliable estimates of displacement of players on a soccer field. This system provides non-invasive position detections for players and opposition players during soccer matches.
一种用于测量足球运动员位移的新型光学跟踪系统的准确性和可靠性
摘要最近,开发了一种新型的光学运动员跟踪系统,以非侵入性的方式确定运动员的位置信息。本研究的目的是测量从该系统得出的位移估计的准确性和可靠性。参与者以三种不同的速度完成了五个特定于足球的跑步课程,每个课程三次,同时使用多摄像头系统进行拍摄。参与者的x、y场位置由光学玩家跟踪系统确定,位移使用欧几里得距离估计,并与实际距离进行比较。平均而言,实际距离和估计位移之间的差异为0.25%(平均绝对差异=0.79±0.56m),与直线行驶(4.09%)相比,90°转弯期间的变化系数略大(4.89%)。此外,实际距离与测量位移之间存在强相关性(r=0.986–0.988),典型误差(0.25–0.36 m)、作为变异系数的典型误差(1.06–1.75%)和组内相关系数(0.88–0.93)显示出高水平的操作员内部可靠性。光学球员跟踪系统提供了对足球场上球员位移的准确和可靠的估计。该系统在足球比赛期间为球员和对手球员提供非侵入性的位置检测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Computer Science in Sport
International Journal of Computer Science in Sport Computer Science-Computer Science (all)
CiteScore
2.20
自引率
0.00%
发文量
4
审稿时长
12 weeks
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