VIRD:为高性能羽毛球教练提供沉浸式比赛视频分析
IEEE transactions on visualization and computer graphics
|October 25, 2023
概括
这项研究介绍了VIRD,这是一种用于分析羽毛球比赛的虚拟现实工具. 它提供沉浸式3D可视化,为教练和球员提供更好的战略洞察力.
科学领域:
- 运动科学 运动科学 运动科学
- 人与计算机的交互
- 计算机视觉 计算机视觉
背景情况:
- 高层次的羽毛球分析依赖于手动视频审查,这是耗时的,缺乏有效的可视化工具.
- 现有的方法在分析比赛和教练和球员之间沟通洞察力方面造成了差距.
- 需要先进的工具来支持专业羽毛球的战略决策.
研究的目的:
- 为羽毛球开发一个端到端的沉浸式比赛分析管道.
- 引入VIRD (VR鸟类沉浸式分析工具) 用于交互式,基于3D的匹配分析.
- 为羽毛球专业人士增强获取见解和开发游戏策略的过程.
主要方法:
- 在与奥运会和国家羽毛球教练和球员的合作下设计了一个沉浸式分析管道.
- 开发了VIRD,这是一个VR工具,利用3D重建的游戏视图进行交互式分析.
- 使用计算机视觉模型收集和可视化3D空间,动态拍摄数据和VR环境中的玩家姿势.
主要成果:
- 在VIRD中进行沉浸式分析,促进了有效的羽毛球比赛分析.
- 在分析过程中观察到较低的上下文切换成本.
- 用户报告了增强的空间理解和高度的存在感.
结论:
- VIRD为互动羽毛球比赛分析提供了有效的解决方案.
- 在VR中的沉浸式可视化可以改善教练和球员的空间理解和战略洞察力.
- 该工具支持无导航,从高级概述到详细的拉力分析.
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