An Equalised Global Graphical Model-Based Approach for Multi-Camera Object Tracking
文献类型：期刊论文
| 作者 | Weihua Chen ; Lijun Cao; Xiaotang Chen; Kaiqi Huang
|
| 刊名 | IEEE Transactions on Circuits and Systems for Video Technology
 |
| 出版日期 | 2017-11 |
| 卷号 | 27期号:11页码:2367-2381 |
| 关键词 | Multi-camera Multi-object Tracking Global Graph Model Non-overlapping Visual Object Tracking |
| 英文摘要 | Non-overlapping multi-camera visual object tracking typically consists of two steps: single camera object tracking and inter-camera object tracking. Most of tracking methods focus on single camera object tracking, which happens in the same scene, while for real surveillance scenes, inter-camera object tracking is needed and single camera tracking methods can not work effectively. In this paper, we try to improve the overall multi-camera object tracking performance by a global graph model with an improved similarity metric. Our method treats the similarities of single camera tracking and inter-camera tracking differently and obtains the optimization in a global graph model. The results show that our method can work better even in the condition of poor single camera object tracking. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/19646]  |
| 专题 | 自动化研究所_智能感知与计算研究中心 |
| 作者单位 | 中国科学院自动化研究所 |
| 推荐引用方式 GB/T 7714 | Weihua Chen,Lijun Cao,Xiaotang Chen,et al. An Equalised Global Graphical Model-Based Approach for Multi-Camera Object Tracking[J]. IEEE Transactions on Circuits and Systems for Video Technology,2017,27(11):2367-2381. |
| APA | Weihua Chen,Lijun Cao,Xiaotang Chen,&Kaiqi Huang.(2017).An Equalised Global Graphical Model-Based Approach for Multi-Camera Object Tracking.IEEE Transactions on Circuits and Systems for Video Technology,27(11),2367-2381. |
| MLA | Weihua Chen,et al."An Equalised Global Graphical Model-Based Approach for Multi-Camera Object Tracking".IEEE Transactions on Circuits and Systems for Video Technology 27.11(2017):2367-2381. |
入库方式： OAI收割
来源：自动化研究所
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