A Hierarchical Approach for Background Modeling and Moving Objects Detection
文献类型：期刊论文
| 作者 | Yang, Jie ; Wang, Jingiao; Lu, Hanqing
|
| 刊名 | INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS
 |
| 出版日期 | 2010-10-01 |
| 卷号 | 8期号:5页码:940-947 |
| 关键词 | Background modeling color and texture motion detection visual surveillance |
| 英文摘要 | In this paper, we propose a hierarchical approach for background modeling and moving objects detections in the intelligent visual surveillance system. The proposed approach models the background in block level and pixel level hierarchically, and the background is represented by texture information in block level and by color information in pixel level respectively. Meanwhile the variable parameters learning rate is proposed to speed up the convergence of the model parameters in the pixel model. The proposed approach provides us with many advantages compared to the state-of-the-art. Experimental results demonstrate the effectiveness and efficiency of the proposed approach. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Automation & Control Systems |
| 研究领域[WOS] | Automation & Control Systems |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000282403600003 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3322]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_图像与视频分析团队 |
| 作者单位 | Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yang, Jie,Wang, Jingiao,Lu, Hanqing. A Hierarchical Approach for Background Modeling and Moving Objects Detection[J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS,2010,8(5):940-947. |
| APA | Yang, Jie,Wang, Jingiao,&Lu, Hanqing.(2010).A Hierarchical Approach for Background Modeling and Moving Objects Detection.INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS,8(5),940-947. |
| MLA | Yang, Jie,et al."A Hierarchical Approach for Background Modeling and Moving Objects Detection".INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS 8.5(2010):940-947. |
入库方式： OAI收割
来源：自动化研究所
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