Autoren
Thomas Esch, Michael Thiel, Andreas Schenk, Achim Roth, A Muller, Stefan Dech
Publikationsdatum
2009/12/31
Zeitschrift
IEEE Transactions on Geoscience and Remote Sensing
Band
48
Ausgabe
2
Seiten
905-916
Verlag
IEEE
Beschreibung
With a spatial resolution of up to 1 m, the German radar satellite TerraSAR-X (TSX) has significantly increased the usability of spaceborne synthetic aperture radar (SAR) imagery in the context of urban applications. This paper presents an approach toward the semiautomated detection of built-up areas (BAs) based on single-polarized TSX images. The proposed methodology includes a specific preprocessing of the SAR data and an automated image analysis procedure. The preprocessing focuses on the analysis of local speckle characteristics in order to provide a texture layer that highlights BAs. In the context of an object-oriented image analysis, this texture layer is used along with the original intensity information to automatically extract settlements. The technique is tested on the basis of 12 TSX scenes covering representative urban agglomerations distributed throughout the world. Overall, accuracies between …
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Google Scholar-Artikel
T Esch, M Thiel, A Schenk, A Roth, A Muller, S Dech - IEEE Transactions on Geoscience and Remote …, 2009