中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Multiple player tracking in basketball court videos

文献类型:期刊论文

作者Fu, Xubo2; Zhang, Kun1; Wang, Changgang1; Fan, Chao1
刊名JOURNAL OF REAL-TIME IMAGE PROCESSING
出版日期2020-04-27
页码18
关键词Smart basketball court system Monitoring scene Real time Multiple object tracking
ISSN号1861-8200
DOI10.1007/s11554-020-00968-x
通讯作者Zhang, Kun(kun.zhang@cripac.ia.ac.cn)
英文摘要To build a smart basketball court, one basic task is to track players with the aid of the basketball court monitoring. This task can be regarded as a special case of the multiple object tracking (MOT) problem. But different from it, the task puts request to the existing MOT methods with both good accuracy and operational efficiency (toward real time) in the new basketball scenario. To deal with this task, we make the following attempts: (1) Considering the differences between pedestrians and basketball players and the lack of corresponding dataset for basketball players tracking, we construct a new MOT dataset under the basketball court monitoring scene, to better evaluate MOT methods in our task and to help promote future research in the related task, (2) evaluating the performance of the several candidate MOT methods on the new dataset, and (3) proposing the issues to be further addressed in this specific scenario.
WOS研究方向Computer Science ; Engineering ; Imaging Science & Photographic Technology
语种英语
WOS记录号WOS:000528981000002
出版者SPRINGER HEIDELBERG
源URL[http://ir.ia.ac.cn/handle/173211/39375]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_先进机器人控制团队
通讯作者Zhang, Kun
作者单位1.Chinese Acad Sci CASIA, Inst Automat, Beijing 100190, Peoples R China
2.Zhejiang Univ, Dept Publ Phys & Art Educ, Hangzhou 310058, Peoples R China
推荐引用方式
GB/T 7714
Fu, Xubo,Zhang, Kun,Wang, Changgang,et al. Multiple player tracking in basketball court videos[J]. JOURNAL OF REAL-TIME IMAGE PROCESSING,2020:18.
APA Fu, Xubo,Zhang, Kun,Wang, Changgang,&Fan, Chao.(2020).Multiple player tracking in basketball court videos.JOURNAL OF REAL-TIME IMAGE PROCESSING,18.
MLA Fu, Xubo,et al."Multiple player tracking in basketball court videos".JOURNAL OF REAL-TIME IMAGE PROCESSING (2020):18.

入库方式: OAI收割

来源:自动化研究所

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