Multiple player tracking in basketball court videos

doi:10.1007/s11554-020-00968-x

CORC > 自动化研究所 > 中国科学院自动化研究所 > 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

	Multiple player tracking in basketball court videos
	Fu, Xubo 1; Zhang, Kun 2; Wang, Changgang 2; Fan, Chao 2
刊名	JOURNAL OF REAL-TIME IMAGE PROCESSING
	2020-04-27
页码	18
关键词	Smart basketball court system Monitoring scene Real time Multiple object tracking
ISSN号	1861-8200
DOI	10.1007/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
出版者	SPRINGER HEIDELBERG
WOS记录号	WOS:000528981000002
内容类型	期刊论文
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.Zhejiang Univ, Dept Publ Phys & Art Educ, Hangzhou 310058, Peoples R China 2.Chinese Acad Sci CASIA, Inst Automat, Beijing 100190, 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.