| A pattern recognition for group abnormal behaviors based on Markov Random Fields energy | |
Zuojin, Li1; Liukui, Chen1; Zhiyong, Ren2 ; Tirumala, Sreenivas Sremath3
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| 2014-10-10 | |
| 会议录名称 | Proceedings of 2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2014
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| 页码 | 526-528 |
| 会议名称 | 13th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2014 |
| 会议日期 | August 18, 2014 - August 20, 2014 |
| 会议地点 | London, United kingdom |
| 会议录编者/会议主办者 | et al. ; IEEE Computational Intelligence Society ; IEEE Computer Society ; IEEE CS Press ; International Institute of Cognitive Informatics and Cognitive Computing (ICIC) ; The IEEE ICCI*CC Steering Committee |
| 出版地 | NEW YORK |
| 出版者 | Institute of Electrical and Electronics Engineers Inc. |
| 摘要 | Group abnormal behaviors often occur abruptly under video surveillance, thus bringing serious consequences. How to recognize these behaviors correctly has always been the difficulty in research on intelligence video surveillance. This paper is based on the basic theory of Markov Random Fields to extract the features of those in video images, so as to recognize the group abnormal behaviors under video surveillance. Experiments show that this method can well reflect the real situation at the spot. © 2014 IEEE. |
| 关键词 | markov model pattern recognition abnormal behaviors |
| DOI | 10.1109/ICCI-CC.2014.6921511 |
| 收录类别 | EI ; CPCI-S |
| 语种 | 英语 |
| WOS研究方向 | Computer Science |
| WOS类目 | Computer Science, Artificial Intelligence ; Computer Science, Information Systems ; Computer Science, Theory & Methods |
| WOS记录号 | WOS:000365626100082 |
| EI入藏号 | 20144700236039 |
| 原始文献类型 | Conference article (CA) ; Proceedings Paper |
| 引用统计 | |
| 文献类型 | 会议论文 |
| 条目标识符 | https://ir.cqcet.edu.cn/handle/39TD4454/3405 |
| 专题 | 通信工程学院 |
| 作者单位 | 1.College of Electrical and Information Engineering, Chongqing University of Science and Technology, Chongqing, China; 2.Department of Communication, Chongqing College of Electronic Engineering, Chongqing, China; 3.Department of Computing, Faculty of Creative Industries and Business, Unitec of Institute and Technology, Auckland, New Zealand |
| 推荐引用方式 GB/T 7714 | Zuojin, Li,Liukui, Chen,Zhiyong, Ren,et al. A pattern recognition for group abnormal behaviors based on Markov Random Fields energy[C]//et al., IEEE Computational Intelligence Society, IEEE Computer Society, IEEE CS Press, International Institute of Cognitive Informatics and Cognitive Computing (ICIC), The IEEE ICCI*CC Steering Committee. NEW YORK:Institute of Electrical and Electronics Engineers Inc.,2014:526-528. |
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| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Zuojin-2014-A patter（465KB） | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 下载 | ||
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