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 |
| 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 |
| 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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