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An automatic building extraction method : Application to 3D-city modeling

Florent Lafarge 1, 2 Pierre Trontin 3 Xavier Descombes 1 Josiane Zerubia 1 Marc Pierrot-Deseilligny 2
1 ARIANA - Inverse problems in earth monitoring
CRISAM - Inria Sophia Antipolis - Méditerranée , Laboratoire I3S - SIS - Signal, Images et Systèmes
Abstract : In this report, we present an automatic building extraction method from Digital Elevation Models (DEMs). The DEMs are generated using an algorithm based on a maximum-flow formulation using three-view images. First, the building footprints are extracted from the DEMs through an automatic method based on marked point processes : they are represented by an association of rectangles. Then, these rectangular building footprints are regularized by improving both the connection of the neighboring rectangles and the facade discontinuity detection. We obtain structured footprints. These footprints are used for the 3D-city modeling by considering a parametric approach based on a skeleton process which allows to model the rooftops.
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https://hal.inria.fr/inria-00077117
Contributor : Rapport de Recherche Inria <>
Submitted on : Wednesday, June 7, 2006 - 10:23:14 AM
Last modification on : Saturday, April 10, 2021 - 3:32:46 AM
Long-term archiving on: : Monday, September 20, 2010 - 1:58:04 PM

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  • HAL Id : inria-00077117, version 2

Citation

Florent Lafarge, Pierre Trontin, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny. An automatic building extraction method : Application to 3D-city modeling. [Research Report] RR-5925, INRIA. 2006, pp.29. ⟨inria-00077117v2⟩

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