Badminton video analysis based on spatiotemporal and stroke features

Wei Ta Chu, Samuel Situmeang

研究成果: Conference contribution

10 引文 斯高帕斯(Scopus)

摘要

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.

原文English
主出版物標題ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval
發行者Association for Computing Machinery, Inc
頁面448-451
頁數4
ISBN(電子)9781450347013
DOIs
出版狀態Published - 2017 六月 6
事件17th ACM International Conference on Multimedia Retrieval, ICMR 2017 - Bucharest, Romania
持續時間: 2017 六月 62017 六月 9

出版系列

名字ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval

Conference

Conference17th ACM International Conference on Multimedia Retrieval, ICMR 2017
國家Romania
城市Bucharest
期間17-06-0617-06-09

All Science Journal Classification (ASJC) codes

  • Human-Computer Interaction
  • Software
  • Computer Graphics and Computer-Aided Design

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