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Distributed Visual Surveillance with Resource Constrained Embedded Systems
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Author(s): Mangesh Chitnis (Scuola Superiore Sant’Anna, Italy), Claudio Salvadori (Scuola Superiore Sant’Anna, Italy), Matteo Petracca (Scuola Superiore Sant’Anna, Italy), Paolo Pagano (Consorzio Nazionale Interuniversitario per le Telecomunicazioni, Italy), Giuseppe Lipari (Scuola Superiore Sant’Anna, Italy)and Luca Santinelli (Scuola Superiore Sant’Anna, Italy)
Copyright: 2012
Pages: 21
Source title:
Visual Information Processing in Wireless Sensor Networks: Technology, Trends and Applications
Source Author(s)/Editor(s): Li-Minn Ang (University of Nottingham Malaysia Campus, Malaysia)and Kah Phooi Seng (University of Nottingham Malaysia Campus, Malaysia)
DOI: 10.4018/978-1-61350-153-5.ch013
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Abstract
In this chapter, we present an innovative technique of line sensor based image capturing and processing in order to detect moving objects such as vehicles. Line Sensor techniques, when used in MWSN, may achieve faster processing results with much less storage and bandwidth requirements while conserving node energy. Line Sensor based processing algorithms provide novel ways for object counting, classification and speed measurement. This solution presents itself as an ideal low-cost candidate for Intelligent Transport Systems (ITS) to monitor and control urban traffic.
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