A Survey of Intelligent Video Surveillance Systems: History, Applications and Future

被引:6
作者
Fan, Chung-Shuo [1 ]
Liang, Jia-Ming [1 ]
Lin, Yi-Ting [2 ]
Wu, Kun-Ru [2 ]
Li, Kuan-Yi [1 ]
Lin, Ting-Yu [2 ]
Tseng, Yu-Chee [1 ]
机构
[1] Natl Chiao Tung Univ, Dept Comp Sci, Hsinchu, Taiwan
[2] Natl Chiao Tung Univ, Inst Commun Engn, Hsinchu, Taiwan
来源
INTELLIGENT SYSTEMS AND APPLICATIONS (ICS 2014) | 2015年 / 274卷
关键词
Surveillance system; image processing; remote monitoring; PEDESTRIAN DETECTION; NETWORK;
D O I
10.3233/978-1-61499-484-8-1479
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With advances in wireless network infrastructure providing powerful support for surveillance video communications, it is practical to meet the needs of intelligent surveillance systems in a wide range of applications. This survey offers a comprehensive overview of state-of-the-art technologies for intelligent video surveillance systems so as to provide researchers in this field with a summary of the progress achieved to date. The evolution of surveillance systems is outlined as well. In addition, the representative technologies for environment modeling, object classification, object tracking, behavioral analysis, and database implementation are summarized. Finally, we list several detailed discussions on possible future research directions.
引用
收藏
页码:1479 / 1488
页数:10
相关论文
共 47 条
[11]  
Chun-Chieh Wang, 2010, 2010 International Symposium on Computer, Communication, Control and Automation (3CA 2010), P261, DOI 10.1109/3CA.2010.5533532
[12]  
Collins R., 2000, CMURITR0012
[13]  
Connie T, 2013, 2013 6TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), VOLS 1-3, P1670, DOI 10.1109/CISP.2013.6743945
[14]  
Cucchiara R., 2004, Intelligent Distributed Surveillance Systems (IDSS-04), P1
[15]   Robust real-time periodic motion detection, analysis, and applications [J].
Cutler, R ;
Davis, LS .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2000, 22 (08) :781-796
[16]  
Ferryman JM, 1998, 1998 IEEE WORKSHOP ON VISUAL SURVEILLANCE, PROCEEDINGS, P73
[17]  
Hall E., 2010, INT COMM NAV SURV C, P1
[18]  
Jian-Guang Liu, 2003, Acta Automatica Sinica, V29, P434
[19]  
Kawamura A, 2011, IEEE SYS MAN CYBERN, P85, DOI 10.1109/ICSMC.2011.6083647
[20]  
Kruger M., 2012, 2012 15th International Conference on Information Fusion (FUSION 2012), P2309