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Video Based Vehicle Detection Algorithms Research And Framework Design

Posted on:2008-04-16Degree:MasterType:Thesis
Country:ChinaCandidate:R TanFull Text:PDF
GTID:2178360212475949Subject:Pattern Recognition and Intelligent Systems
Abstract/Summary:PDF Full Text Request
Urban transportation systems are overloaded because of the popularization of mobiles. In order to enhance the effectiveness, reliability and security of the traditional transportation systems, computer and control technologies are employed in Intelligent Transportation Systems (ITS). In recent 40 years, intelligent transportation technology gains great development and wide application in many countries, but some technical problems need further research, i.e., monadic-modality sensing data, a low number of sensors, difficulties in gathering exact and comprehensive information of traffic scene, rare application in suburb because of the shortage of power supply and data transmission services in these areas and etc.Wireless Sensor Networks (WSNs), which are emerging technology in recent 10 years, are characterized by the dense deployment of multi-modalities sensor nodes that observe events or phenomena in surveilled region. Features of WSN provide solution to the mentioned...
Keywords/Search Tags:vehicle detection, video surveillance, Intelligent Transportation Systems, background reconstruction, Gaussian Mixture Model, Wireless Sensor Networks
PDF Full Text Request
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