Determination of Railway Track Gauge with Image Processing

dc.contributor.authorYilmazer, Merve
dc.contributor.authorKarakose, Mehmet
dc.contributor.authorAydin, Ilhan
dc.date.accessioned2026-08-12T16:08:37Z
dc.date.issued2021
dc.departmentFırat Üniversitesi
dc.description2021 International Conference on Data Analytics for Business and Industry, ICDABI 2021 -- 25 October 2021 through 26 October 2021 -- Virtual, Online -- 176070
dc.description.abstractWith the increase in the use of rail transportation systems, rail controls have gained importance. Especially in recent years, rail damage detection methods based on image processing have been developed because it produces fast and accurate results instead of rail controls with traditional methods. In this study, the damages that may occur as a result of physical or environmental effects in the railway track span were examined. For this, the railway line was monitored with a drone moving at a fixed height. In order to obtain clearer images, vibrations in the recorded video were removed and frames were created. The created frames were preprocessed using MATLAB and the distance between the rails was measured and the possible expansion and contraction errors on the rails were examined. In the developed method, a healthier measurement was achieved by taking images from a certain height using the drone and improving the vibrations in the images. The developed method was tested on images obtained in sunny and normal daylight, and it was shown in the experimental results section that it produced high-fidelity results. © 2021 IEEE.
dc.description.sponsorshipTUBITAK; Türkiye Bilimsel ve Teknolojik Araştirma Kurumu, TÜBITAK, (120E097)
dc.identifier.doi10.1109/ICDABI53623.2021.9655910
dc.identifier.endpage514
dc.identifier.isbn978-166541656-6
dc.identifier.scopus2-s2.0-85124649519
dc.identifier.scopusqualityN/A
dc.identifier.startpage510
dc.identifier.urihttps://doi.org/10.1109/ICDABI53623.2021.9655910
dc.identifier.urihttps://hdl.handle.net/11508/41331
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof2021 International Conference on Data Analytics for Business and Industry, ICDABI 2021
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20260511
dc.subjectdrone; fault diagnosis; image processing; railway track gauge
dc.titleDetermination of Railway Track Gauge with Image Processing
dc.typeConference Object

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