A rapid robust pedestrians target detection and extraction
文献类型：会议论文
| 作者 | Zhang, Xiaokun; Wei, Benjie; Li, Shan |
| 出版日期 | 2012 |
| 会议名称 | 2012 2nd International Conference on Computer Application and System Modeling, ICCASM 2012 |
| 会议日期 | July 27, 2012 - July 29, 2012 |
| 会议地点 | Shenyang, China |
| 页码 | 1069-1071 |
| 通讯作者 | Zhang, X. (sam@besti.edu.cn) |
| 中文摘要 | To meet the public security and criminal investigation requirement, this paper studies detecting and tracking of human motion through related theories on image processing and pattern recognition. The video information is obtained from video monitoring system (VMS). Background modeling is based on mixture Gaussian model. The background subtraction is used for detecting moving targets, separating the targets from the background and meanwhile eliminating shadows. This method can also accomplish binarization and connectivity analysis of human targets, mark rectangular frame of the human body and extract human targets. Therefore the image region which appeals to the criminal investigation can be acquired. Experimental results show the good performance of the algorithm which lays a solid foundation for further study on target tracking and recognition. © The Authors. |
| 英文摘要 | To meet the public security and criminal investigation requirement, this paper studies detecting and tracking of human motion through related theories on image processing and pattern recognition. The video information is obtained from video monitoring system (VMS). Background modeling is based on mixture Gaussian model. The background subtraction is used for detecting moving targets, separating the targets from the background and meanwhile eliminating shadows. This method can also accomplish binarization and connectivity analysis of human targets, mark rectangular frame of the human body and extract human targets. Therefore the image region which appeals to the criminal investigation can be acquired. Experimental results show the good performance of the algorithm which lays a solid foundation for further study on target tracking and recognition. © The Authors. |
| 收录类别 | EI |
| 会议主办者 | ASME; Taiyuan Institute of Technology |
| 会议录 | Proceedings of the 2012 International Conference on Computer Application and System Modeling, ICCASM 2012
 |
| 会议录出版者 | Atlantis Press, 29 avenue Laumiere, Paris, 75019, France |
| 学科主题 | 空间技术 |
| 语种 | 英语 |
| ISBN号 | 9789491216008 |
| 源URL | [http://ir.nssc.ac.cn/handle/122/2967]  |
| 专题 | 国家空间科学中心_空间技术部 |
| 推荐引用方式 GB/T 7714 | Zhang, Xiaokun,Wei, Benjie,Li, Shan. A rapid robust pedestrians target detection and extraction[C]. 见:2012 2nd International Conference on Computer Application and System Modeling, ICCASM 2012. Shenyang, China. July 27, 2012 - July 29, 2012. |
入库方式： OAI收割
来源：国家空间科学中心
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