Detection and Reconstruction of Building Footprints from Single VHR SAR Images
Konferenz: EUSAR 2010 - 8th European Conference on Synthetic Aperture Radar
07.06.2010 - 10.06.2010 in Aachen, Germany
Tagungsband: EUSAR 2010
Seiten: 4Sprache: EnglischTyp: PDFPersönliche VDE-Mitglieder erhalten auf diesen Artikel 10% Rabatt
Ferro, Adamo; Brunner, Dominik; Bruzzone, Lorenzo (Department of Information Engineering and Computer Science, University of Trento, Via Sommarive, 14, 38123 Trento (TN), Italy)
Recently, the development of automatic methods for building detection and reconstruction from new generation spaceborne very high resolution (VHR) synthetic aperture radar (SAR) images has become a challenging topic in many application scenarios (e.g. damage assessment). In this paper we present a novel method for automatic building detection which also reconstructs the 2D footprint of the detected buildings. Simple features are extracted from the SAR image and then composed to building candidates exploiting their semantic meaning. The 2D reconstruction aims at correcting errors arising in the feature extraction step and at estimating the size and aspect angle of the buildings.