Advance video analysis system and its applications

This research aims at developing an Advance Video Analysis System (AVAS) which can be used in wide range of video surveillance applications as well as to detect moving objects and human beings. The AVAS is able to detect and track interested objects along with human. It recognizes activities in an a...

Full description

Bibliographic Details
Main Authors:	Ali, Md. Hazrat, Shafie, Amir Akramin, Hafiz, Fadhlan, Mat Ali, Roslizar
Format:	Article
Language:	English
Published:	EuroJournals Publishing, Inc. 2010
Subjects:	TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General)
Online Access:	http://irep.iium.edu.my/3207/ http://irep.iium.edu.my/3207/ http://irep.iium.edu.my/3207/1/ejsr_41_1_08.PDF

id	iium-3207
recordtype	eprints
spelling	iium-32072011-10-07T07:55:02Z http://irep.iium.edu.my/3207/ Advance video analysis system and its applications Ali, Md. Hazrat Shafie, Amir Akramin Hafiz, Fadhlan Mat Ali, Roslizar TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) This research aims at developing an Advance Video Analysis System (AVAS) which can be used in wide range of video surveillance applications as well as to detect moving objects and human beings. The AVAS is able to detect and track interested objects along with human. It recognizes 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. Among the main features of this research some are, Event Id, Video Id, and Human Id which give detail information about the events, videos and other tracked objects. Finally, the software implementation of AVAS 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 it will give warning to prevent any loss or mass destruction. Finally, we have given a number of recommendations that need to be addressed for the future growth of surveillance technologies and meeting the end-users' diversified and dynamic requirements. © EuroJournals Publishing, Inc. 2010. EuroJournals Publishing, Inc. 2010-02 Article PeerReviewed application/pdf en http://irep.iium.edu.my/3207/1/ejsr_41_1_08.PDF Ali, Md. Hazrat and Shafie, Amir Akramin and Hafiz, Fadhlan and Mat Ali, Roslizar (2010) Advance video analysis system and its applications. European Journal of Scientific Research, 41 (1). pp. 72-83. ISSN 1450-216X, 1450-202X http://www.eurojournals.com/ejsr%2041%201.htm
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) Ali, Md. Hazrat Shafie, Amir Akramin Hafiz, Fadhlan Mat Ali, Roslizar Advance video analysis system and its applications
description	This research aims at developing an Advance Video Analysis System (AVAS) which can be used in wide range of video surveillance applications as well as to detect moving objects and human beings. The AVAS is able to detect and track interested objects along with human. It recognizes 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. Among the main features of this research some are, Event Id, Video Id, and Human Id which give detail information about the events, videos and other tracked objects. Finally, the software implementation of AVAS 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 it will give warning to prevent any loss or mass destruction. Finally, we have given a number of recommendations that need to be addressed for the future growth of surveillance technologies and meeting the end-users' diversified and dynamic requirements. © EuroJournals Publishing, Inc. 2010.
format	Article
author	Ali, Md. Hazrat Shafie, Amir Akramin Hafiz, Fadhlan Mat Ali, Roslizar
author_facet	Ali, Md. Hazrat Shafie, Amir Akramin Hafiz, Fadhlan Mat Ali, Roslizar
author_sort	Ali, Md. Hazrat
title	Advance video analysis system and its applications
title_short	Advance video analysis system and its applications
title_full	Advance video analysis system and its applications
title_fullStr	Advance video analysis system and its applications
title_full_unstemmed	Advance video analysis system and its applications
title_sort	advance video analysis system and its applications
publisher	EuroJournals Publishing, Inc.
publishDate	2010
url	http://irep.iium.edu.my/3207/ http://irep.iium.edu.my/3207/ http://irep.iium.edu.my/3207/1/ejsr_41_1_08.PDF
first_indexed	2023-09-18T20:10:55Z
last_indexed	2023-09-18T20:10:55Z
_version_	1777407472097558528

Advance video analysis system and its applications

Similar Items