Detecting Plants on Railway Embankments


Autoria(s): Nyberg, Roger G.; Gupta, Narendra; Yella, Siril; Dougherty, Mark
Data(s)

2013

Resumo

This paper investigates problems concerning vegetation along railways and proposes automatic means of detecting ground vegetation. Digital images of railway embankments have been acquired and used for the purpose. The current work mainly proposes two algorithms to be able to achieve automation. Initially a vegetation detection algorithm has been investigated for the purpose of detecting vegetation. Further a rail detection algorithm that is capable of identifying the rails and eventually the valid sampling area has been investigated. Results achieved in the current work report satisfactory (qualitative) detection rates.

<p>Open Access</p>

Automatisk detektering och karakterisering av vegetation längs järnvägen

Formato

application/pdf

Identificador

http://urn.kb.se/resolve?urn=urn:nbn:se:du-12209

doi:10.4236/jsea.2013.63B003

Idioma(s)

eng

Publicador

Högskolan Dalarna, Datateknik

Högskolan Dalarna, Datateknik

Högskolan Dalarna, Datateknik

Edinburgh Napier University, Scotland, UK

Edinburgh Napier University, Scotland, UK

Relação

Journal of Software Engineering and Applications, 1945-3116, 2013, 6:3B, s. 8-12

Direitos

info:eu-repo/semantics/openAccess

Palavras-Chave #Railway Engineering; Railway Embankments; Condition Monitoring; Image Processing; Colour Segmentation; Railway Maintenance; Vegetation Detection #Engineering and Technology #Teknik och teknologier
Tipo

Article in journal

info:eu-repo/semantics/article

text