Vision-based detection and tracking of moving target in video surveillance

In this paper a real-time detection and tracking of moving targets is presented. The scheme involved four phases. Phase one: Object segmentation which used to identify the foreground objects from the background by using background subtraction based on temporal differencing and a rolling-avera...

Full description

Bibliographic Details
Main Authors:	Ahmed, Sabri Mohammed Alamin Alshrief Ahmed, Khalifa, Othman Omran
Format:	Conference or Workshop Item
Language:	English English
Published:	2014
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/39040/ http://irep.iium.edu.my/39040/ http://irep.iium.edu.my/39040/1/39040.pdf http://irep.iium.edu.my/39040/4/39040_Vision-based%20detection%20and%20tracking%20of%20moving%20target%20in%20video%20surveillance_Scopus.pdf

id	iium-39040
recordtype	eprints
spelling	iium-390402017-09-19T02:35:13Z http://irep.iium.edu.my/39040/ Vision-based detection and tracking of moving target in video surveillance Ahmed, Sabri Mohammed Alamin Alshrief Ahmed Khalifa, Othman Omran T Technology (General) In this paper a real-time detection and tracking of moving targets is presented. The scheme involved four phases. Phase one: Object segmentation which used to identify the foreground objects from the background by using background subtraction based on temporal differencing and a rolling-average background model. Phase two: Object recognition used to identify the foreground objects that should be tracked by using simple blob detection. Phase three: Object representation which takes the outcome from phase two. It computes the representation of each recognized object to be tracked. Phase 4: Object tracking that used Kalman filter. The results show that the tracking system is capable of target shape recovery and therefore it can successfully track targets with varying distance from camera or while the camera is zooming 2014-09-23 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/39040/1/39040.pdf application/pdf en http://irep.iium.edu.my/39040/4/39040_Vision-based%20detection%20and%20tracking%20of%20moving%20target%20in%20video%20surveillance_Scopus.pdf Ahmed, Sabri Mohammed Alamin Alshrief Ahmed and Khalifa, Othman Omran (2014) Vision-based detection and tracking of moving target in video surveillance. In: 5th International Conference on Computer and Communication Engineering (ICCCE 2014), 23th - 25th September 2014, Sunway Putra Hotel, Kuala Lumpur. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7031589&tag=1
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	T Technology (General)
spellingShingle	T Technology (General) Ahmed, Sabri Mohammed Alamin Alshrief Ahmed Khalifa, Othman Omran Vision-based detection and tracking of moving target in video surveillance
description	In this paper a real-time detection and tracking of moving targets is presented. The scheme involved four phases. Phase one: Object segmentation which used to identify the foreground objects from the background by using background subtraction based on temporal differencing and a rolling-average background model. Phase two: Object recognition used to identify the foreground objects that should be tracked by using simple blob detection. Phase three: Object representation which takes the outcome from phase two. It computes the representation of each recognized object to be tracked. Phase 4: Object tracking that used Kalman filter. The results show that the tracking system is capable of target shape recovery and therefore it can successfully track targets with varying distance from camera or while the camera is zooming
format	Conference or Workshop Item
author	Ahmed, Sabri Mohammed Alamin Alshrief Ahmed Khalifa, Othman Omran
author_facet	Ahmed, Sabri Mohammed Alamin Alshrief Ahmed Khalifa, Othman Omran
author_sort	Ahmed, Sabri Mohammed Alamin Alshrief Ahmed
title	Vision-based detection and tracking of moving target in video surveillance
title_short	Vision-based detection and tracking of moving target in video surveillance
title_full	Vision-based detection and tracking of moving target in video surveillance
title_fullStr	Vision-based detection and tracking of moving target in video surveillance
title_full_unstemmed	Vision-based detection and tracking of moving target in video surveillance
title_sort	vision-based detection and tracking of moving target in video surveillance
publishDate	2014
url	http://irep.iium.edu.my/39040/ http://irep.iium.edu.my/39040/ http://irep.iium.edu.my/39040/1/39040.pdf http://irep.iium.edu.my/39040/4/39040_Vision-based%20detection%20and%20tracking%20of%20moving%20target%20in%20video%20surveillance_Scopus.pdf
first_indexed	2023-09-18T20:56:04Z
last_indexed	2023-09-18T20:56:04Z
_version_	1777410312454012928

Vision-based detection and tracking of moving target in video surveillance

Similar Items