Efficient human motion detection with adaptive background for vision-based security system

Motion detection is very important in video surveillance system especially for video compression, human detection, and behaviour analysis. Various approaches have been used for detecting motion in a continuous video stream but for real-time video surveillance system; we need a motion detection tha...

Full description

Bibliographic Details
Main Authors:	Kamaru Zaman, Fadhlan Hafizhelmi, Ali, Md Hazrat, Shafie, Amir Akramin, Rizman, Zairi Ismael
Format:	Article
Language:	English English
Published:	INSIGHT - Indonesian Society for Knowledge and Human Development 2017
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://irep.iium.edu.my/62825/ http://irep.iium.edu.my/62825/ http://irep.iium.edu.my/62825/ http://irep.iium.edu.my/62825/1/62825_Efficient%20human%20motion%20detection%20with%20adaptive_article.pdf http://irep.iium.edu.my/62825/2/62825_Efficient%20human%20motion%20detection%20with%20adaptive_scopus.pdf

id	iium-62825
recordtype	eprints
spelling	iium-628252018-03-20T02:51:23Z http://irep.iium.edu.my/62825/ Efficient human motion detection with adaptive background for vision-based security system Kamaru Zaman, Fadhlan Hafizhelmi Ali, Md Hazrat Shafie, Amir Akramin Rizman, Zairi Ismael TA Engineering (General). Civil engineering (General) Motion detection is very important in video surveillance system especially for video compression, human detection, and behaviour analysis. Various approaches have been used for detecting motion in a continuous video stream but for real-time video surveillance system; we need a motion detection that can provide accurate detection even in non-static background regardless of surroundings (outdoor or indoor), object speed and size, robust to camera noisy pixels or sudden change in light intensity. This is very important to ensure that the security of a monitored parameter or area is not compromised. In this paper, we propose a method for human motion detection that employs adaptive background subtraction, camera noise reduction and white pixel count threshold for real-time video streams. INSIGHT - Indonesian Society for Knowledge and Human Development 2017 Article PeerReviewed application/pdf en http://irep.iium.edu.my/62825/1/62825_Efficient%20human%20motion%20detection%20with%20adaptive_article.pdf application/pdf en http://irep.iium.edu.my/62825/2/62825_Efficient%20human%20motion%20detection%20with%20adaptive_scopus.pdf Kamaru Zaman, Fadhlan Hafizhelmi and Ali, Md Hazrat and Shafie, Amir Akramin and Rizman, Zairi Ismael (2017) Efficient human motion detection with adaptive background for vision-based security system. International Journal on Advanced Science, Engineering and Information Technology, 7 (3). pp. 1026-1031. ISSN 2088-5334 E-ISSN 2460-6952 http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=1329 10.18517/ijaseit.7.3.1329
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TA Engineering (General). Civil engineering (General)
spellingShingle	TA Engineering (General). Civil engineering (General) Kamaru Zaman, Fadhlan Hafizhelmi Ali, Md Hazrat Shafie, Amir Akramin Rizman, Zairi Ismael Efficient human motion detection with adaptive background for vision-based security system
description	Motion detection is very important in video surveillance system especially for video compression, human detection, and behaviour analysis. Various approaches have been used for detecting motion in a continuous video stream but for real-time video surveillance system; we need a motion detection that can provide accurate detection even in non-static background regardless of surroundings (outdoor or indoor), object speed and size, robust to camera noisy pixels or sudden change in light intensity. This is very important to ensure that the security of a monitored parameter or area is not compromised. In this paper, we propose a method for human motion detection that employs adaptive background subtraction, camera noise reduction and white pixel count threshold for real-time video streams.
format	Article
author	Kamaru Zaman, Fadhlan Hafizhelmi Ali, Md Hazrat Shafie, Amir Akramin Rizman, Zairi Ismael
author_facet	Kamaru Zaman, Fadhlan Hafizhelmi Ali, Md Hazrat Shafie, Amir Akramin Rizman, Zairi Ismael
author_sort	Kamaru Zaman, Fadhlan Hafizhelmi
title	Efficient human motion detection with adaptive background for vision-based security system
title_short	Efficient human motion detection with adaptive background for vision-based security system
title_full	Efficient human motion detection with adaptive background for vision-based security system
title_fullStr	Efficient human motion detection with adaptive background for vision-based security system
title_full_unstemmed	Efficient human motion detection with adaptive background for vision-based security system
title_sort	efficient human motion detection with adaptive background for vision-based security system
publisher	INSIGHT - Indonesian Society for Knowledge and Human Development
publishDate	2017
url	http://irep.iium.edu.my/62825/ http://irep.iium.edu.my/62825/ http://irep.iium.edu.my/62825/ http://irep.iium.edu.my/62825/1/62825_Efficient%20human%20motion%20detection%20with%20adaptive_article.pdf http://irep.iium.edu.my/62825/2/62825_Efficient%20human%20motion%20detection%20with%20adaptive_scopus.pdf
first_indexed	2023-09-18T21:29:01Z
last_indexed	2023-09-18T21:29:01Z
_version_	1777412385338818560

Efficient human motion detection with adaptive background for vision-based security system

Similar Items