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
Link To Document