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Research on the Mixture Model Based Vehicle Tracking Algorithm

Author: ZhaoHongLiang
Tutor: MaHuaDong
School: Beijing University of Posts and Telecommunications
Course: Computer Science and Technology
Keywords: Intelligent Transportation Systems Vehicle Tracking Hybrid model
CLC: TP391.41
Type: Master's thesis
Year: 2009
Downloads: 210
Quote: 2
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Abstract


Computer vision technology , traffic conditions, detection and information gathering is an important topic in the field of intelligent transportation systems , the sports vehicle tracking is one of the most basic part of . In this paper, the research characteristics of the vehicle in the traffic scene , combined with vehicle detection and recognition technology , design a real-time vehicle tracking algorithm . First, we study the theory of computer vision , and the typical vehicle tracking analysis . Then , the characteristics and requirements of the traffic scene , combined with vehicle performance characteristics and non- performance characteristics of the hybrid model , is given in the hybrid model based on a real-time vehicle tracking algorithm . Finally, in accordance with the above method , designed and implemented a prototype vehicle tracking system . In addition, we have the actual application environment carried out a series of experiments , the experimental results show that this paper, the vehicle tracking algorithm is effective in real time .

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Information processing (information processing) > Pattern Recognition and devices > Image recognition device
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