Adaptive background reconstruction for street surveillance

In recent years, adaptive background reconstruction works have found interest in many researchers. However, the existing algorithms that have been proposed by other researchers still in the early stage of development and many aspects need to be improved. In this paper, an adaptive background reconst...

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Main Authors:	Zainuddin, N. Afiqah, Mohd Mustafah, Yasir, Shafie, Amir Akramin, Rashidan, M. Ariff
Format:	Conference or Workshop Item
Language:	English English English
Published:	2014
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/41589/ http://irep.iium.edu.my/41589/4/ICCCE_2014_TENTATIVE_PROGRAMME.pdf http://irep.iium.edu.my/41589/7/41589_yasir.pdf http://irep.iium.edu.my/41589/10/41589_Adaptive%20background%20reconstruction_Scopus.pdf

id	iium-41589
recordtype	eprints
spelling	iium-415892017-09-19T09:49:31Z http://irep.iium.edu.my/41589/ Adaptive background reconstruction for street surveillance Zainuddin, N. Afiqah Mohd Mustafah, Yasir Shafie, Amir Akramin Rashidan, M. Ariff T Technology (General) In recent years, adaptive background reconstruction works have found interest in many researchers. However, the existing algorithms that have been proposed by other researchers still in the early stage of development and many aspects need to be improved. In this paper, an adaptive background reconstruction is presented. Past pixel observation is used. The proposed algorithm also has eliminated the need of the pre-training of non-moving objects in the background. The proposed algorithm is capable of reconstructing the background with moving objects in video sequence. Experimental results show that the proposed algorithms are able to reconstruct the background correctly and handle illumination and adverse weather that modifies the background. 2014-09 Conference or Workshop Item NonPeerReviewed application/pdf en http://irep.iium.edu.my/41589/4/ICCCE_2014_TENTATIVE_PROGRAMME.pdf application/pdf en http://irep.iium.edu.my/41589/7/41589_yasir.pdf application/pdf en http://irep.iium.edu.my/41589/10/41589_Adaptive%20background%20reconstruction_Scopus.pdf Zainuddin, N. Afiqah and Mohd Mustafah, Yasir and Shafie, Amir Akramin and Rashidan, M. Ariff (2014) Adaptive background reconstruction for street surveillance. In: International Conference on Computer and Communication Engineering (ICCCE 2014), 23rd – 25th September 2014, Sunway Putra Hotel, Kuala Lumpur. (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English English
topic	T Technology (General)
spellingShingle	T Technology (General) Zainuddin, N. Afiqah Mohd Mustafah, Yasir Shafie, Amir Akramin Rashidan, M. Ariff Adaptive background reconstruction for street surveillance
description	In recent years, adaptive background reconstruction works have found interest in many researchers. However, the existing algorithms that have been proposed by other researchers still in the early stage of development and many aspects need to be improved. In this paper, an adaptive background reconstruction is presented. Past pixel observation is used. The proposed algorithm also has eliminated the need of the pre-training of non-moving objects in the background. The proposed algorithm is capable of reconstructing the background with moving objects in video sequence. Experimental results show that the proposed algorithms are able to reconstruct the background correctly and handle illumination and adverse weather that modifies the background.
format	Conference or Workshop Item
author	Zainuddin, N. Afiqah Mohd Mustafah, Yasir Shafie, Amir Akramin Rashidan, M. Ariff
author_facet	Zainuddin, N. Afiqah Mohd Mustafah, Yasir Shafie, Amir Akramin Rashidan, M. Ariff
author_sort	Zainuddin, N. Afiqah
title	Adaptive background reconstruction for street surveillance
title_short	Adaptive background reconstruction for street surveillance
title_full	Adaptive background reconstruction for street surveillance
title_fullStr	Adaptive background reconstruction for street surveillance
title_full_unstemmed	Adaptive background reconstruction for street surveillance
title_sort	adaptive background reconstruction for street surveillance
publishDate	2014
url	http://irep.iium.edu.my/41589/ http://irep.iium.edu.my/41589/4/ICCCE_2014_TENTATIVE_PROGRAMME.pdf http://irep.iium.edu.my/41589/7/41589_yasir.pdf http://irep.iium.edu.my/41589/10/41589_Adaptive%20background%20reconstruction_Scopus.pdf
first_indexed	2023-09-18T20:59:31Z
last_indexed	2023-09-18T20:59:31Z
_version_	1777410529471496192

Adaptive background reconstruction for street surveillance

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