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Design And Implementation Of Vehicle Big Data System Based On Video Structure Description

Posted on:2018-02-23Degree:MasterType:Thesis
Country:ChinaCandidate:X C XieFull Text:PDF
GTID:2322330542451109Subject:Software engineering
Abstract/Summary:PDF Full Text Request
With the increase of the number of vehicle,the bayonet information of vehicle had a rapid increase.Through the data mining of the bayonet information,we can get a lot of neglected potential information,for example,find the congested road,theaccompany vehicle etc.,so as to achieve the effect of the intelligent traffic management.However,with the increase of bayonet information,there are more difficult in the storage,management,data mining of bayonet information.Therefore,mount bayonet information storage and processing has important application significance.Firstly,this paper first introduces the development of intelligent transportation,data mining process and the technology of big data.In order to completing the goal of intelligent traffic management through the data mining of bayonet information,in view of the problems of the original IOE framework storage pressure,high cost of equipment,real-time processing delay,this paper decided using HBase database to storage bayonet information and data mining.Through the determination of the definition and mining task of accompany car as well as the design of HBase table,complete the storage of bayonet information and find the accompany car quickly.Lastly,the result indicate that compared with the traditional IOE framework,the efficiency of retrieval accompany car has promoted,and the result of retrieval is morecomprehensive.At the same time,in consider of the unreasonable of space-time andthe error rate of the recognition system,complete the process of real-time bayonet information,and the result of retrieval is more comprehensive.
Keywords/Search Tags:Big Data, Accompany car, Video Structure Description, Data mining
PDF Full Text Request
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