Automated football action event detection

自动足球动作事件检测

• 批准号: 104703
• 金额: $ 36.1万
• 依托单位: STATMETRIX LIMITED
• 依托单位国家: 英国
• 项目类别: Feasibility Studies
• 财政年份: 2019
• 资助国家: 英国
• 起止时间: 2019 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=104703
• 关键词: Automated; football; action; event; detection

The automated football action event detection technology will help to improve access, at all tiers of football, to data needed for player performance analysis and talent identification. Advances in computer vision, motion detection and cloud computing will enable this technology to bring greater access to performance data for football clubs, football academies and national football governing bodies. This will be achieved by overcoming the existing challenges include the reliance on the labour-intensive process of obtaining football data due to manual logging of match actions; accuracy, consistency and comparability in the data due to human judgements, and the inability to accurately detect the body pose of players from a single camera angle.

自动足球行动事件检测技术将有助于在各级足球比赛中更好地获取球员表现分析和人才鉴定所需的数据。计算机视觉、运动检测和云计算的进步将使这项技术能够为足球俱乐部、足球学院和国家足球管理机构带来更多的性能数据。这将通过克服现有挑战来实现，这些挑战包括：由于人工记录比赛行动而依赖于获取足球数据的劳动密集型过程；由于人的判断而导致数据的准确性、一致性和可比性；以及无法从单一相机角度准确地检测运动员的身体姿势。