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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/41589/4/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
http://irep.iium.edu.my/41589/
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spelling my.iium.irep.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 REM 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)
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
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/41589/4/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
http://irep.iium.edu.my/41589/
_version_ 1643612050056806400
score 13.211869

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