Mumford-Shah Filtering and Urban Area Classification
Conference: EUSAR 2006 - 6th European Conference on Synthetic Aperture Radar
05/16/2006 - 05/18/2006 at Dresden, Germany
Proceedings: EUSAR 2006
Pages: 4Language: englishTyp: PDFPersonal VDE Members are entitled to a 10% discount on this title
Dell’Acqua, Fabio; Gamba, Paolo; Zucca, Francesco (University of Pavia, Pavia, Italy)
Scopigno, Riccardo (Istituto Superiore Mario Boella, Turin, Italy)
One of the very basic problems in remote sensing of urban areas is the delineation of urban areas themselves, useful for example in urban sprawl monitoring, or land use change inventory and planning. It is well known that classification of Synthetic Aperture Radar (SAR) images is made somehow difficult by the strong noise component due to speckle. Pre–filtering SAR data often results in a disruptive erasing of the embedded edge information, so critical for segmentation and classification. In this paper, we report on some experiments concerning the use of a variational approach, known as Mumford-Shah (M-S), as a smart filtering pre-processing block able to clean SAR images before (and compatibly with) their use in delineating urban areas through classification.