基于时空和击球特征的羽毛球视频分析

W. Chu, S. Situmeang
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引用次数: 35

摘要

如今,大多数体育赛事都会向观众呈现游戏统计数据,这些数据可用于设计游戏策略,提高玩家的表现,或提高对体育游戏兴趣点的访问。然而,针对羽毛球直播视频的研究却很少。在本文中,我们整合了几种视觉分析技术来检测场地,检测球员,分类击球,分类球员的策略。基于视觉分析,我们可以对特定玩家的共同策略有所了解。我们评估笔画分类、策略分类的性能,并根据分类结果显示游戏统计数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Badminton Video Analysis based on Spatiotemporal and Stroke Features
Most of the broadcasted sports events nowadays present game statistics to the viewers which can be used to design the gameplay strategy, improve player's performance, or improve accessing the point of interest of a sport game. However, few studies have been proposed for broadcasted badminton videos. In this paper, we integrate several visual analysis techniques to detect the court, detect players, classify strokes, and classify the player's strategy. Based on visual analysis, we can get some insights about the common strategy of a certain player. We evaluate performance of stroke classification, strategy classification, and show game statistics based on classification results.
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