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Rapport (Rapport De Recherche) Année : 2006

A Parametric Model for Automatic 3D Building Reconstruction from high resolution Satellite Images

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Résumé

This report develops a parametric model for automatic 3D building reconstruction based on a Bayesian approach from PLEIADES simulations. High resolution satellite images are a new kind of data to deal with 3D building reconstruction problems. Their ``relatively low'' resolution and low signal noise ration do not allow to use standard methods developed for the aerial image case. We propose a parametric approach using Digital Elevation Models (DEM) and associated rectangular building footprints. The proposed method is based on a Bayesian approach. A Markov Chain Monte Carlo technique is used to optimize the energy model.
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Dates et versions

inria-00070326 , version 1 (19-05-2006)

Identifiants

  • HAL Id : inria-00070326 , version 1

Citer

Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny. A Parametric Model for Automatic 3D Building Reconstruction from high resolution Satellite Images. [Research Report] RR-5687, INRIA. 2006, pp.29. ⟨inria-00070326⟩
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