足球科学-专业足球教练的自动化工具

P. Abreu, José Moura, Daniel Castro Silva, Luis Paulo Reis, J. Garganta
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引用次数: 6

摘要

足球比赛可以被看作是两支代理团队之间的对抗,其中每个球员都与队友沟通,试图以最好的方式解释比赛情况,实现其主要目标。今天,足球俱乐部的生活和教练的成功最重要的因素是他们取得的比赛成绩。他们代表着俱乐部的成功,在很多情况下也代表着教练的未来。正因为如此,俱乐部教练通常使用自动化工具来衡量他们球队在足球比赛中的表现。仅基于笛卡尔坐标和顺序时间框架分析,本研究工作提出了一种能够计算足球比赛中许多技术方面的自动工具。在验证工具过程中,采用了模拟2d RoboCup国际比赛的游戏。取得了令人满意的结果。在收集的统计数据集中,超过92%的事件被检测到,仅对于射击事件,这一数字降至74%至85%之间。未来的工作将是将这个项目与实时跟踪系统结合起来,并增加系统计算的技术方面的数量。
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Football scientia- an automated tool for professional soccer coaches
A soccer game can be seen as a confrontation between two teams of agents where each player, communicating with his teammates, try to interpret in the best way as possible the game situations, achieving its main goals. Today the most important factors in a soccer clubs life and in its coach success are the game results they achieve. They represent the success of the club and in many cases the coachs future. Because of that club coaches usually use automated tools to measure their teams performance all over a soccer competition. Based only in Cartesian coordinates and in a sequential time frame analysis, this research work presents an automatic tool capable to calculate many technical aspects in a soccer match. For the validation tool process, games of simulation 2d RoboCup international competition were used. The results achieved were quite satisfactory. In what concerns to the set of statistics collected more than 92% of the total events were detected and only for the shot event this number dropped to between 74% and 85%. The future work will be concerned in incorporating this project with a real time tracking system and increasing the number of technical aspects calculated by the system.
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