DocumentCode :
1483113
Title :
Communication Mechanisms and Middleware for Distributed Video Surveillance
Author :
Valera, Maria ; Velastin, Sergio A. ; Ellis, Anna ; Ferryman, James
Author_Institution :
Kingston Univ., London, UK
Volume :
21
Issue :
12
fYear :
2011
Firstpage :
1795
Lastpage :
1809
Abstract :
A new generation of advanced surveillance systems is being conceived as a collection of multisensor components such as video, audio, and mobile robots interacting in a cooperating manner to enhance situation awareness capabilities to assist surveillance personnel. The prominent issues that these systems face are the improvement of existing intelligent video surveillance systems, the inclusion of wireless networks, the use of low power sensors, the design architecture, the communication between different components, the fusion of data emerging from different type of sensors, the location of personnel (providers and consumers), and the scalability of the system. This paper focuses on the aspects pertaining to real-time distributed architecture and scalability. For example, to meet real-time requirements, these systems need to process data streams in concurrent environments, designed by taking into account scheduling and synchronization. This paper proposes a framework for the design of visual surveillance systems based on components derived from the principles of real-time networks/data-oriented requirements implementation scheme. It also proposes the implementation of these components using the well-known middleware technology common object request broker architecture. Results using this architecture for video surveillance are presented through an implemented prototype.
Keywords :
middleware; mobile robots; radio networks; robot vision; sensor fusion; video surveillance; account scheduling; broker architecture; communication mechanism; concurrent environment; data fusion; data stream processing; data-oriented requirement; design architecture; distributed video surveillance; intelligent video surveillance system; middleware technology; multisensor component; power sensor; real-time distributed architecture; real-time network requirement; real-time requirement; situation awareness; visual surveillance system; wireless network; Data processing; Middleware; Real time systems; Software architecture; Video surveillance; CORBA; DORIS; design architecture; intelligent video surveillance systems; modular software architecture; real-time networks;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/TCSVT.2011.2133850
Filename :
5740321
Link To Document :
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