Development of a flexible video analysis system for motion detection and alarm generation

Shafie, Amir Akramin and Ali, Md. Hazrat and Hafiz, Fadhlan and Mat Ali, Roslizar (2010) Development of a flexible video analysis system for motion detection and alarm generation. In: International Conference on Computer and Communication Engineering (ICCCE 2010), 11-13 May 2010, Kuala Lumpur.

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Abstract

This paper aims at developing a flexible video analysis system that can be used in wide range of video surveillance applications as well as to detect the human being. The developed system is called here as Smart Video Analysis System. This SVAS is able to detect and track interested objects. It can also detect people and recognize their activities in an application environment, such as in a room, supermarket, car, or security checkpoint. Designing a real-time video analysis system is a complex task, as many factors including processing speed, system cost, accuracy, and robustness, need to be carefully balanced. This research has focused these factors at two levels, algorithm level and software level. Background elimination algorithm is proposed in this paper to enhance the performance of Smart Camera systems in changing background and varying lighting condition environment. Finally, the software implementation of the Smart Camera Analysis Systems is applied to detect motion and then to trigger alarm for the security purposes. The system will trigger alarm once the motion is detected and when it exceeds the desire threshold value. © 2010 IEEE.

Item Type:	Conference or Workshop Item (Full Paper)
Additional Information:	5119/3194 (ISBN: 9781424462339)
Uncontrolled Keywords:	Object detection , security of data , video signal processing , video surveillance
Subjects:	T Technology > TJ Mechanical engineering and machinery > TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User:	Dr Amir Shafie
Date Deposited:	10 Oct 2011 08:35
Last Modified:	13 Nov 2011 16:15
URI:	http://irep.iium.edu.my/id/eprint/3194

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