Moving Target Detection and Active Tracking with a Multicamera Network

We propose a systematic framework for Intelligence Video Surveillance System (IVSS) with a multicamera network. The proposed framework consists of low-cost static and PTZ cameras, target detection and tracking algorithms, and a low-cost PTZ camera feedback control algorithm based on target informati...

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Bibliographic Details
Published inDiscrete Dynamics in Nature and Society Vol. 2014; no. 2014; pp. 941 - 951-286
Main Authors Zhao, Long, Liu, Li Fei, Wang, Qing Yun, Li, Tie Jun, Zhou, Jian Hua
Format Journal Article
LanguageEnglish
Published Cairo, Egypt Hindawi Limiteds 01.01.2014
Hindawi Puplishing Corporation
Hindawi Publishing Corporation
John Wiley & Sons, Inc
Hindawi Limited
Subjects
Algorithms
Cameras
Control algorithms
Military aircraft
Moving targets
Networks
Parameter estimation
Science
Surveillance equipment
Surveillance systems
Target detection
Target tracking
Tracking
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Summary:We propose a systematic framework for Intelligence Video Surveillance System (IVSS) with a multicamera network. The proposed framework consists of low-cost static and PTZ cameras, target detection and tracking algorithms, and a low-cost PTZ camera feedback control algorithm based on target information. The target detection and tracking is realized by fixed cameras using a moving target detection and tracking algorithm; the PTZ camera is manoeuvred to actively track the target from the tracking results of the static camera. The experiments are carried out using practical surveillance system data, and the experimental results show that the systematic framework and algorithms presented in this paper are efficient.
Bibliography:ObjectType-Article-1
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ISSN:1026-0226
1607-887X
DOI:10.1155/2014/976574