Intelligent Video Surveillance System Based on Moving Object Detection and Tracking

被引:0
作者
Miao, Zhuang [1 ]
Zou, Shan [1 ]
Li, Yang [1 ]
Zhang, Xiancai [1 ]
Wang, Jiabao [1 ]
He, Ming [1 ]
机构
[1] PLA Univ Sci & Technol, Coll Command Informat Syst, Nanjing 210014, Jiangsu, Peoples R China
来源
2016 INTERNATIONAL CONFERENCE ON INFORMATION ENGINEERING AND COMMUNICATIONS TECHNOLOGY (IECT 2016) | 2016年
关键词
Moving object detection; Moving object tracking; Three-frame Difference; Mean Shift;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Aiming at the problem that traditional video surveillance system is not intelligent, a new idea of intelligent video surveillance system is proposed. Analysis of the commonly used moving object detection and tracking methods, using three frame difference and Mean Shift method for automatic detection and tracking of moving objects in video surveillance. A suspicious event rules corresponding to the definition of all kinds of security threats, application of moving object detection and tracking method, the realization of the monitoring video system of automatic alarm function, can improve the level of intelligent video surveillance system.
引用
收藏
页码:388 / 391
页数:4
相关论文
共 11 条
[1]  
Angelova D, 2007, LECT NOTES COMPUT SC, V4310, P122
[2]  
Cao Jie, 2009, Journal of Lanzhou University of Technology, V35, P84
[3]   An image change detection algorithm based on Markov random field models [J].
Kasetkasem, T ;
Varshney, PK .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2002, 40 (08) :1815-1823
[4]   Aerial video surveillance and exploitation [J].
Kumar, R ;
Sawhney, H ;
Samarasekera, S ;
Hsu, S ;
Tao, H ;
Guo, YL ;
Hanna, K ;
Pope, A ;
Wildes, R ;
Hirvonen, D ;
Hansen, M ;
Burt, P .
PROCEEDINGS OF THE IEEE, 2001, 89 (10) :1518-1539
[5]  
Lin SY, 2008, LECT NOTES COMPUT SC, V5359, P833
[6]   Image change detection algorithms: A systematic survey [J].
Radke, RJ ;
Andra, S ;
Al-Kofahi, O ;
Roysam, B .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (03) :294-307
[7]   Learning patterns of activity using real-time tracking [J].
Stauffer, C ;
Grimson, WEL .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2000, 22 (08) :747-757
[8]  
Weickert J., 2006, Mathematical Models for Registration and Applications to Medical Imaging, P103, DOI DOI 10.1007/978-3-540-34767-55
[9]  
Yang C, 2005, PROC CVPR IEEE, P176
[10]  
Yin Z., 2006, 2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06), New York, NY, June 17-22, IEEE, P133, DOI DOI 10.1109/CVPRW.2006.131