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

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...

Full description

Bibliographic Details
Main Authors:	Shafie, Amir Akramin, Ali, Md. Hazrat, Hafiz, Fadhlan, Mat Ali, Roslizar
Format:	Conference or Workshop Item
Language:	English
Published:	2010
Subjects:	TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General)
Online Access:	http://irep.iium.edu.my/3194/ http://irep.iium.edu.my/3194/ http://irep.iium.edu.my/3194/ http://irep.iium.edu.my/3194/1/F08DFd01.pdf

id	iium-3194
recordtype	eprints
spelling	iium-31942011-11-13T08:15:57Z http://irep.iium.edu.my/3194/ Development of a flexible video analysis system for motion detection and alarm generation Shafie, Amir Akramin Ali, Md. Hazrat Hafiz, Fadhlan Mat Ali, Roslizar TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) 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. 2010-05-11 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/3194/1/F08DFd01.pdf 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. http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5556768&queryText%3DDevelopment+of+a+flexible+video+analysis+system+for+motion+detection+and+alarm+generation%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26searchField%3DS doi:10.1109/ICCCE.2010.5556768
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General)
spellingShingle	TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) Shafie, Amir Akramin Ali, Md. Hazrat Hafiz, Fadhlan Mat Ali, Roslizar Development of a flexible video analysis system for motion detection and alarm generation
description	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.
format	Conference or Workshop Item
author	Shafie, Amir Akramin Ali, Md. Hazrat Hafiz, Fadhlan Mat Ali, Roslizar
author_facet	Shafie, Amir Akramin Ali, Md. Hazrat Hafiz, Fadhlan Mat Ali, Roslizar
author_sort	Shafie, Amir Akramin
title	Development of a flexible video analysis system for motion detection and alarm generation
title_short	Development of a flexible video analysis system for motion detection and alarm generation
title_full	Development of a flexible video analysis system for motion detection and alarm generation
title_fullStr	Development of a flexible video analysis system for motion detection and alarm generation
title_full_unstemmed	Development of a flexible video analysis system for motion detection and alarm generation
title_sort	development of a flexible video analysis system for motion detection and alarm generation
publishDate	2010
url	http://irep.iium.edu.my/3194/ http://irep.iium.edu.my/3194/ http://irep.iium.edu.my/3194/ http://irep.iium.edu.my/3194/1/F08DFd01.pdf
first_indexed	2023-09-18T20:10:55Z
last_indexed	2023-09-18T20:10:55Z
_version_	1777407471191588864

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

Similar Items