• DocumentCode
    12775
  • Title

    Video-Based Dynamic Stagger Measurement of Railway Overhead Power Lines Using Rotation-Invariant Feature Matching

  • Author

    Chul Jin Cho ; Hanseok Ko

  • Author_Institution
    Dept. of Visual Inf. Process., Korea Univ., Seoul, South Korea
  • Volume
    16
  • Issue
    3
  • fYear
    2015
  • fDate
    Jun-15
  • Firstpage
    1294
  • Lastpage
    1304
  • Abstract
    In this paper we propose an effective method of assessing the reliability of railway overhead power lines by measuring the dynamic stagger of contact wires based on a video monitoring technique. Previously developed video monitoring methods may produce severe errors when applied to tilting trains due to changes in position and orientation of the pantograph. In particular, we propose to employ feature-based image matching techniques that are invariant to rotation and robust to changes in camera viewpoint. A pantograph tilting model is first developed from the video data acquired from an actual train based on the motion dynamics of the stagger behavior on moving train platform. We then evaluate the proposed method by comparing it with the conventional template matching in terms of tracking error. The experimental results confirm that the proposed method shows superior performance in all train traveling sequences, particularly over the pantograph tilting train motion segment.
  • Keywords
    carrier transmission on power lines; railway communication; telecommunication network reliability; video signal processing; video signals; actual train; camera viewpoint; dynamic stagger; feature based image matching techniques; pantograph tilting model; railway overhead power lines; rotation invariant feature matching; telecommunication network reliability; video based dynamic stagger measurement; video monitoring technique; Feature extraction; Rail transportation; Robustness; Vehicle dynamics; Vehicles; Vibrations; Wires; Affine moment invariant (AMI); feature extraction; scale-invariant feature transform (SIFT); tilting train; video-based measurement;
  • fLanguage
    English
  • Journal_Title
    Intelligent Transportation Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1524-9050
  • Type

    jour

  • DOI
    10.1109/TITS.2014.2361647
  • Filename
    6936877