Camera coverage prioritization to support security monitoring

The problem of camera placement has established an interesting challenge for the visual surveillance researchers. The broad target of the placement is to maximize the covered area with some sort of priority of the coverage. However, most of the current approaches perform the optimization task under...

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Main Authors: Altahir, A.A., Asirvadam, V.S., Hamid, N.H.B., Sebastian, P.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.20181 /
Published: Institute of Electrical and Electronics Engineers Inc. 2017
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85011968279&doi=10.1109%2fICIAS.2016.7824057&partnerID=40&md5=90a3b403cb355c2e1ca9f28d144ee234
http://eprints.utp.edu.my/20181/
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id utp-eprints.20181
recordtype eprints
spelling utp-eprints.201812018-04-22T14:44:41Z Camera coverage prioritization to support security monitoring Altahir, A.A. Asirvadam, V.S. Hamid, N.H.B. Sebastian, P. The problem of camera placement has established an interesting challenge for the visual surveillance researchers. The broad target of the placement is to maximize the covered area with some sort of priority of the coverage. However, most of the current approaches perform the optimization task under the maximization condition. In contrast, those methods are neglecting the prioritization of the covered regions. The attempt here is to address the prioritization to support security monitoring. In this work, we present an underlying scheme to focus on the important zones within the area of interest. Thus, the monitored space is classified into multi-risk sub-zones. The product of the classification is known as Risk Map. According to the generated multi-level risk map, a greedy algorithm optimization is applied to locate the local maxima among the search domain. We believe that the risk mapping technique implemented in this work is capable of reflecting the variations in the monitoring requirements and offers expressive options to perform the camera placement to efficiently observe the area under investigation. © 2016 IEEE. Institute of Electrical and Electronics Engineers Inc. 2017 Article PeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85011968279&doi=10.1109%2fICIAS.2016.7824057&partnerID=40&md5=90a3b403cb355c2e1ca9f28d144ee234 Altahir, A.A. and Asirvadam, V.S. and Hamid, N.H.B. and Sebastian, P. (2017) Camera coverage prioritization to support security monitoring. International Conference on Intelligent and Advanced Systems, ICIAS 2016 . http://eprints.utp.edu.my/20181/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description The problem of camera placement has established an interesting challenge for the visual surveillance researchers. The broad target of the placement is to maximize the covered area with some sort of priority of the coverage. However, most of the current approaches perform the optimization task under the maximization condition. In contrast, those methods are neglecting the prioritization of the covered regions. The attempt here is to address the prioritization to support security monitoring. In this work, we present an underlying scheme to focus on the important zones within the area of interest. Thus, the monitored space is classified into multi-risk sub-zones. The product of the classification is known as Risk Map. According to the generated multi-level risk map, a greedy algorithm optimization is applied to locate the local maxima among the search domain. We believe that the risk mapping technique implemented in this work is capable of reflecting the variations in the monitoring requirements and offers expressive options to perform the camera placement to efficiently observe the area under investigation. © 2016 IEEE.
format Article
author Altahir, A.A.
Asirvadam, V.S.
Hamid, N.H.B.
Sebastian, P.
spellingShingle Altahir, A.A.
Asirvadam, V.S.
Hamid, N.H.B.
Sebastian, P.
Camera coverage prioritization to support security monitoring
author_sort Altahir, A.A.
title Camera coverage prioritization to support security monitoring
title_short Camera coverage prioritization to support security monitoring
title_full Camera coverage prioritization to support security monitoring
title_fullStr Camera coverage prioritization to support security monitoring
title_full_unstemmed Camera coverage prioritization to support security monitoring
title_sort camera coverage prioritization to support security monitoring
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2017
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85011968279&doi=10.1109%2fICIAS.2016.7824057&partnerID=40&md5=90a3b403cb355c2e1ca9f28d144ee234
http://eprints.utp.edu.my/20181/
_version_ 1741196330897768448
score 11.62408

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