eprintid: 8972
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/89/72
datestamp: 2023-11-09 16:20:54
lastmod: 2023-11-09 16:20:54
status_changed: 2023-11-09 16:13:58
type: conference_item
metadata_visibility: show
creators_name: Altahir, A.A.
creators_name: Asirvadam, V.S.
creators_name: Hamid, N.H.B.
creators_name: Sebastian, P.
title: Camera coverage prioritization to support security monitoring
ispublished: pub
keywords: Cameras; Maps, Area of interest; Camera placement; Greedy algorithms; Optimization task; Prioritization; Risk maps; Security monitoring; Visual surveillance, Security systems
note: cited By 6; Conference of 6th International Conference on Intelligent and Advanced Systems, ICIAS 2016 ; Conference Date: 15 August 2016 Through 17 August 2016; Conference Code:125970
abstract: 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.
date: 2017
publisher: Institute of Electrical and Electronics Engineers Inc.
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85011968279&doi=10.1109%2fICIAS.2016.7824057&partnerID=40&md5=90a3b403cb355c2e1ca9f28d144ee234
id_number: 10.1109/ICIAS.2016.7824057
full_text_status: none
publication: International Conference on Intelligent and Advanced Systems, ICIAS 2016
refereed: TRUE
isbn: 9781509008452
citation:   Altahir, A.A. and Asirvadam, V.S. and Hamid, N.H.B. and Sebastian, P.  (2017) Camera coverage prioritization to support security monitoring.  In: UNSPECIFIED.