Classification of Ships in TerraSAR-X Images Based on 3D Models and Silhouette Matching
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
Knapskog, Atle O. (Norwegian Defence Research Establishment (FFI), Norway)
This paper demonstrates the feasibility of target recognition of ships in harbour from high-resolution satellite Synthetic Aperture Radar (SAR) images. The silhouette is found to have a potential as a feature for target recognition due to the fact that layover makes the height profile of the ships visible in the images. In the approach demonstrated in this paper, the silhouettes extracted from a SAR image are compared with silhouettes of 3D models which can be built from photographs. The experimental results with data from TerraSAR-X show discrimination between ships with comparable size and shape.