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Erschienen in:
2011 | OriginalPaper | Buchkapitel
Regionwise Classification of Building Facade Images
verfasst von : Michael Ying Yang, Wolfgang Förstner
Erschienen in: Photogrammetric Image Analysis
Verlag: Springer Berlin Heidelberg
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In recent years, the classification task of building facade images receives a great deal of attention in the photogrammetry community. In this paper, we present an approach for regionwise classification using an efficient randomized decision forest classifier and local features. A conditional random field is then introduced to enforce spatial consistency between neighboring regions. Experimental results are provided to illustrate the performance of the proposed methods using image from eTRIMS database, where our focus is the object classes
building
,
car
,
door
,
pavement
,
road
,
sky
,
vegetation
, and
window
.