Multiple player tracking in basketball court videos

doi:10.1007/s11554-020-00968-x

	Multiple player tracking in basketball court videos
	Fu, Xubo 1; Zhang, Kun2 ; Wang, Changgang 2; Fan, Chao 2
发表期刊	JOURNAL OF REAL-TIME IMAGE PROCESSING
ISSN	1861-8200
	2020-04-27
页码	18
通讯作者	Zhang, Kun(kun.zhang@cripac.ia.ac.cn)
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.
关键词	Smart basketball court system Monitoring scene Real time Multiple object tracking
DOI	10.1007/s11554-020-00968-x
收录类别	SCI
语种	英语
WOS研究方向	Computer Science ; Engineering ; Imaging Science & Photographic Technology
WOS类目	Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic ; Imaging Science & Photographic Technology
WOS记录号	WOS:000528981000002
出版者	SPRINGER HEIDELBERG
七大方向——子方向分类	多模态智能
引用统计	被引频次：13[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/39376
专题	复杂系统认知与决策实验室_先进机器人
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
通讯作者单位	中国科学院自动化研究所
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.