MISC

査読有り
2019年3月

Ground Sports Strategy Formulation and Assistance Technology Development - Player Data Acquisition from Drone Videos

Proceedings of 8th International Conference on Industrial Technology and Management
  • Stephen Githinji Karungaru
  • ,
  • Kenji Matsuura
  • ,
  • Hiroki Tanioka
  • ,
  • Wada Tomohito
  • ,
  • Naka Gotoda

記述言語
英語
掲載種別
研究発表ペーパー・要旨(全国大会,その他学術会議)

Sports analytics aims to provide a competitive advantage to a team or individual in sports by analyzing a collection of relevant statistics. Better strategies in play can be formulated using the information. The core technology necessary for the analysis is the player detection and tracking. Due to limitation of fixed cameras, this work presents a court detection using markers, player detection and tracking using a drone. The method presented is based on perspective transformation, template matching and particle filters. In this work, we can visualize the movement trajectory of a player and extract the real world (on court) player position irrespective of drone height and position.

リンク情報
URL
https://ieeexplore.ieee.org/document/8710735