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The Research Of Human Traffic Statistics Of Buses Based On Video

Posted on:2015-10-28Degree:MasterType:Thesis
Country:ChinaCandidate:X YangFull Text:PDF
GTID:2298330452994377Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
The statistic of number on bus is the base of the bus dispatch.Bus dispatch is to solve theurban public transport public transport vehicles to start number and route arrangementsefficiency. The quality of public transport scheduling solution smooth flow of traffic on thecity has a very important impact on the situation and improve their scheduling effect also hasa high capacity upgrade.People on bus geting up and down demographics can generally use the pressure plate,infrared detection, and image processing. Three methods in this article for a brief introduction,and mainly describes the image processing method for detecting the transit front and backdoors of the real environment in the video down the line flow testing research. This paperstudies include:(1) Proposed a processes on people couting during the time. The use of backgrounddetection, target detection and target human head tracking combined to form a detectionprocess.(2) Proposed a method that based on the improved transit environment Gaussian mixturebackground detection method. The improved method of the initial background model retainedinformation bus environment for swinging Transform background with good results.(3) Proposed a method for extracting the head of the human body target. This method iscompared to the general approach has better robustness, a top view of the head shape is nothigher requirements, can be very good for different detection target, there are better detection.(4) Proposed a method that tracking target using the matching targets between frames.based on the first part of the algorithm the use of inter-frame matching method for targettracking, with the other while maintaining the accuracy of the algorithm as the same time,improve the operation speed of the track.
Keywords/Search Tags:bus dispatch, people detection, image processing, backgrounddetection, target tracking
PDF Full Text Request
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