New Classification Technique based on Depolarised Target Detection
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
Marino, Armando; Woodhouse, Iain H. (The University of Edinburgh, School of Geosciences, UK)
Cloude, Shane R. (AEL Consultants, Edinburgh, UK)
Polarimetry has been demonstrating to be a valuable instrument for classification of scenery. Two approaches are classically attempted: a physical and statistical one. In this paper, a physical approach is presented, based on the partial target detector recently presented by the authors. The classification is achieved performing several detections of the typologies of areas to discriminate and deciding for the maximum among the obtained detection masks. Validation against L-band full polarimetric E-SAR data is provided showing good discrimination capability. Moreover, the proposed algorithm is compared with the Wishart classifier confirming significant agreement.