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Vehicle queue detection method based on aerial video image processing

  • Haiyang Yu*
  • , Yawen Hu
  • , Hongyu Guo
  • *Corresponding author for this work
  • Key Laboratory of Urban ITS Technology Optimization and Integration Ministry of Public Security
  • Beihang University
  • Anhui Keli Information Industry Company Ltd.

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Vehicle queue length is one of the important traffic parameters in intelligent traffic management system. High-altitude video monitoring avoids environmental object barrier and has advantages of dynamic video monitoring like larger view range, multi-angle and high precision, at the same time, it provides technical support for the vehicle queue length detection at the intersection. In order to detect the vehicle queue length in real time and apply it to the management of intelligent traffic system, a new algorithm based on video vehicle queue length detection is proposed in this paper. First, the frame difference method is used to construct the background of the image so that the background modeling error of moving objects could be reduced. On this basis, relief operation is taken to the image background and the current frame image in order to avoid the impact of light changes on the algorithm. Finally, the two-value image is analyzed to obtain the real queue length. The experimental results show that the improved method is simple to achieve and it can obtain a more accurate queue length.

Original languageEnglish
Title of host publicationProceedings of 2016 Chinese Intelligent Systems Conference
EditorsWeicun Zhang, Yingmin Jia, Hongbo Li, Junping Du
PublisherSpringer Verlag
Pages219-233
Number of pages15
ISBN (Print)9789811023347
DOIs
StatePublished - 2016
EventInternational Conference on Chinese Intelligent Systems Conference, CISC 2016 - Xiamen, China
Duration: 1 Jan 2016 → …

Publication series

NameLecture Notes in Electrical Engineering
Volume405
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

ConferenceInternational Conference on Chinese Intelligent Systems Conference, CISC 2016
Country/TerritoryChina
CityXiamen
Period1/01/16 → …

Keywords

  • Frame difference method
  • High-altitude video image
  • Intelligent transportation
  • Two-value image analysis
  • Vehicle queue length

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