Extração semi-automática de rodovia baseada em um par estéreo de imagens aéreas e em otimização por programação dinâmica no espaço-objeto
Contribuinte(s) |
Universidade Estadual Paulista (UNESP) |
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Data(s) |
20/05/2014
20/05/2014
01/01/2010
|
Resumo |
This article proposes a method for 3D road extraction from a stereopair of aerial images. The dynamic programming (DP) algorithm is used to carry out the optimization process in the object-space, instead of usually doing it in the image-space such as the DP traditional methodologies. This means that road centerlines are directly traced in the object-space, implying that a mathematical relationship is necessary to connect road points in object and image-space. This allows the integration of radiometric information from images into the associate mathematical road model. As the approach depends on an initial approximation of each road, it is necessary a few seed points to coarsely describe the road. Usually, the proposed method allows good results to be obtained, but large anomalies along the road can disturb its performance. Therefore, the method can be used for practical application, although it is expected some kind of local manual edition of the extracted road centerline. |
Formato |
189-209 |
Identificador |
http://ojs.c3sl.ufpr.br/ojs2/index.php/bcg/article/view/17681 Boletim de Ciências Geodesicas. Curitiba Pr: Universidade Federal do Paraná (UFPR), Centro Politecnico, v. 16, n. 2, p. 189-209, 2010. 1413-4853 http://hdl.handle.net/11449/6715 WOS:000278763500001 WOS000278763500001.pdf |
Idioma(s) |
por |
Publicador |
Universidade Federal do Paraná (UFPR), Centro Politecnico |
Relação |
Boletim de Ciências Geodésicas |
Direitos |
openAccess |
Palavras-Chave | #Dynamic programming #road model #feature extraction #road extraction #aerial images |
Tipo |
info:eu-repo/semantics/article |