DocumentCode :
2218124
Title :
Measuring vegetation along railway tracks
Author :
Hulin, Bernhard ; Schüssler, Stefan
Author_Institution :
Deutsche Bahn, Munchen, Germany
fYear :
2005
fDate :
13-15 Sept. 2005
Firstpage :
561
Lastpage :
565
Abstract :
This paper presents a novel system for measuring vegetation along railway tracks. The system, which is mounted on a train, consists of three multi-spectral cameras that are sensitive in the visible as well as in the near-infrared spectrum. The goal is to generate a vegetation profile and vegetation register for the efficient deployment of staff to eliminate vegetation. For this, two different problems are solved: The distinction of vegetation and non-vegetation and the SB-measurement of the vegetation. The use of multi-spectral cameras is necessary for the distinction of green vegetation and the green masts of the overhead contact system. The system segments vegetation correctly in 86% of the vegetated image regions. Only 0.4% of non-vegetation pixels are falsely classified. SD-measurement is performed by triangulation.
Keywords :
computer vision; railways; vegetation mapping; multi-spectral cameras; near-infrared spectrum; overhead contact system; railway tracks; vegetation measurement; vegetation profile; vegetation register; Accidents; Cameras; Elasticity; Electronic ballasts; Fires; Image segmentation; Lubrication; Rail transportation; Vegetation mapping; Water storage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems, 2005. Proceedings. 2005 IEEE
Print_ISBN :
0-7803-9215-9
Type :
conf
DOI :
10.1109/ITSC.2005.1520109
Filename :
1520109
Link To Document :
بازگشت