A survey of intelligent video surveillance systems: History, applications and future

Chung Shuo Fan; Jia Ming Liang; Yi Ting Lin; Kun Ru Wu; Kuan Yi Li; Ting Yu Lin; Yu Chee Tseng

doi:10.3233/978-1-61499-484-8-1479

A survey of intelligent video surveillance systems: History, applications and future

Chung Shuo Fan, Jia Ming Liang, Yi Ting Lin, Kun Ru Wu, Kuan Yi Li, Ting Yu Lin, Yu Chee Tseng

Department of Computer Science and Information Engineering

National Yang Ming Chiao Tung University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Abstract

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.

Original language	English
Title of host publication	Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014
Editors	William Cheng-Chung Chu, Han-Chieh Chao, Stephen Jenn-Hwa Yang
Publisher	IOS Press BV
Pages	1479-1488
Number of pages	10
ISBN (Electronic)	9781614994831
DOIs	https://doi.org/10.3233/978-1-61499-484-8-1479
State	Published - 2015
Event	International Computer Symposium, ICS 2014 - Taichung, Taiwan Duration: 12 12 2014 → 14 12 2014

Publication series

Name	Frontiers in Artificial Intelligence and Applications
Volume	274
ISSN (Print)	0922-6389
ISSN (Electronic)	1879-8314

Conference

Conference	International Computer Symposium, ICS 2014
Country/Territory	Taiwan
City	Taichung
Period	12/12/14 → 14/12/14

Bibliographical note

Publisher Copyright:
© 2015 The authors and IOS Press. All rights reserved.

Keywords

Surveillance system
image processing
remote monitoring

Access to Document

10.3233/978-1-61499-484-8-1479

Cite this

Fan, C. S., Liang, J. M., Lin, Y. T., Wu, K. R., Li, K. Y., Lin, T. Y., & Tseng, Y. C. (2015). A survey of intelligent video surveillance systems: History, applications and future. In W. C.-C. Chu, H.-C. Chao, & S. J.-H. Yang (Eds.), Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014 (pp. 1479-1488). (Frontiers in Artificial Intelligence and Applications; Vol. 274). IOS Press BV. https://doi.org/10.3233/978-1-61499-484-8-1479

Fan, Chung Shuo ; Liang, Jia Ming ; Lin, Yi Ting et al. / A survey of intelligent video surveillance systems : History, applications and future. Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. editor / William Cheng-Chung Chu ; Han-Chieh Chao ; Stephen Jenn-Hwa Yang. IOS Press BV, 2015. pp. 1479-1488 (Frontiers in Artificial Intelligence and Applications).

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abstract = "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.",

keywords = "Surveillance system, image processing, remote monitoring",

author = "Fan, {Chung Shuo} and Liang, {Jia Ming} and Lin, {Yi Ting} and Wu, {Kun Ru} and Li, {Kuan Yi} and Lin, {Ting Yu} and Tseng, {Yu Chee}",

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series = "Frontiers in Artificial Intelligence and Applications",

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pages = "1479--1488",

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Fan, CS, Liang, JM, Lin, YT, Wu, KR, Li, KY, Lin, TY & Tseng, YC 2015, A survey of intelligent video surveillance systems: History, applications and future. in WC-C Chu, H-C Chao & SJ-H Yang (eds), Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. Frontiers in Artificial Intelligence and Applications, vol. 274, IOS Press BV, pp. 1479-1488, International Computer Symposium, ICS 2014, Taichung, Taiwan, 12/12/14. https://doi.org/10.3233/978-1-61499-484-8-1479

A survey of intelligent video surveillance systems: History, applications and future. / Fan, Chung Shuo; Liang, Jia Ming; Lin, Yi Ting et al.
Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. ed. / William Cheng-Chung Chu; Han-Chieh Chao; Stephen Jenn-Hwa Yang. IOS Press BV, 2015. p. 1479-1488 (Frontiers in Artificial Intelligence and Applications; Vol. 274).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - 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.

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Fan CS, Liang JM, Lin YT, Wu KR, Li KY, Lin TY et al. A survey of intelligent video surveillance systems: History, applications and future. In Chu WCC, Chao HC, Yang SJH, editors, Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. IOS Press BV. 2015. p. 1479-1488. (Frontiers in Artificial Intelligence and Applications). doi: 10.3233/978-1-61499-484-8-1479

A survey of intelligent video surveillance systems: History, applications and future

Abstract

Publication series

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Bibliographical note

Keywords

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