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ICPR
2010
IEEE

Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles

13 years 1 months ago
Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles
Abstract--In this paper we introduce a probabilistic approach of building extraction in remotely sensed images. To cope with data heterogeneity we construct a flexible hierarchical framework which can create various building appearance models from different elementary feature based modules. A global optimization process attempts to find the optimal configuration of buildings, considering simultaneously the observed data, prior knowledge, and interactions between the neighboring building parts. The proposed method is evaluated on various aerial image sets containing more than 500 buildings, and the results are matched against two state-of-the-art techniques. Keywords-Building detection, Marked Point Process, Multiple Birth and Death Dynamics
Csaba Benedek, Xavier Descombes, Josiane Zerubia
Added 13 Feb 2011
Updated 13 Feb 2011
Type Journal
Year 2010
Where ICPR
Authors Csaba Benedek, Xavier Descombes, Josiane Zerubia
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