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Computer vision based pose bias detection of shield tunneling machine

  • Jiannan Chi
  • , Lei Liu
  • , Jiwei Liu
  • , Changyin Sun
  • , Weiping Zhang
  • University of Science and Technology Beijing
  • Shenyang Aerospace University

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

3 Scopus citations

Abstract

Shield tunneling machine is a kind of special engineering machinery applied to tunnel excavation. In the process of construction, shield tunneling machine maybe produce azimuth deviation, which influences the direction of tunnel excavation. Artificial laser spot observation method is commonly used in shield deviation correction of engineering. However, this method will increase the burden of operators and is prone to misjudge the deviation. For the practical application, this paper put forward a deviation detection method of shield posture based on computer vision. In this method, the fixed laser light source produces light spot on the chessboard target which is installed in the rear of shield machine. The image of chessboard is extracted through the camera. The markers and laser spot in the image is detected by using image processing and analysis method. Which can reflect the deviation in the process of advance of shield machine. Experimental results have verified the validity of this method.

Original languageEnglish
Title of host publicationIntelligence Science and Big Data Engineering - 4th International Conference, IScIDE 2013, Revised Selected Papers
PublisherSpringer Verlag
Pages880-886
Number of pages7
ISBN (Print)9783642420566
DOIs
StatePublished - 2013
Externally publishedYes
Event4th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2013 - Beijing, China
Duration: 31 Jul 20132 Aug 2013

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume8261 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference4th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2013
Country/TerritoryChina
CityBeijing
Period31/07/132/08/13

Keywords

  • Hough transform
  • Image processing
  • Shield machine rectification
  • adaptive threshold

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