Identification and tracking of players in sport videos

Chun Wei Lu, Chih Yang Lin*, Chao Yung Hsu, Ming Fang Weng, Li Wei Kang, Hong Yuan Mark Liao

*此作品的通信作者

研究成果: 書貢獻/報告類型會議論文篇章

16 引文 斯高帕斯(Scopus)

摘要

In this paper, we propose a novel framework to automatically perform player tracking and identification for sport videos filmed by a single pan-tilt-zoom camera from the court view. The proposed scheme is separated into three parts. The first part is to detect players by a deformable part model. The second part is to recognize jersey numbers by gradient differences and optical character recognition. The final part applies particle filters to track players. Experimental results demonstrate the efficacy of the proposed algorithm and the feasibility for sports video analysis.

原文英語
主出版物標題ICIMCS 2013 - Proceedings of the 5th International Conference on Internet Multimedia Computing and Service
頁面113-116
頁數4
DOIs
出版狀態已發佈 - 2013
對外發佈
事件5th International Conference on Internet Multimedia Computing and Service, ICIMCS 2013 - Huangshan, 中国
持續時間: 2013 八月 172013 八月 19

出版系列

名字ACM International Conference Proceeding Series

會議

會議5th International Conference on Internet Multimedia Computing and Service, ICIMCS 2013
國家/地區中国
城市Huangshan
期間2013/08/172013/08/19

ASJC Scopus subject areas

  • 軟體
  • 人機介面
  • 電腦視覺和模式識別
  • 電腦網路與通信

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