Two detail-preserving classification algorithms for polarimetric SAR images are proposed and their performance are evaluated on polarimetric complex SAR images. Neighbourhood structures are adaptively selected for modelling the polarimetric amplitudes and the region labels, and for achieving detail preservation. Experimental results obtained from multi-frequency polarimetric SAR images show that the novel schemes produce visual improvements for detail preservation, and exhibit equivalent or higher classification performance with respect to usual classification schemes.

Garzelli, A. (1999). Classification of polarimetric SAR images using adaptive neighbourhood structures. INTERNATIONAL JOURNAL OF REMOTE SENSING, 20(8), 1669-1675 [10.1080/014311699212678].

Classification of polarimetric SAR images using adaptive neighbourhood structures

GARZELLI, ANDREA
1999

Abstract

Two detail-preserving classification algorithms for polarimetric SAR images are proposed and their performance are evaluated on polarimetric complex SAR images. Neighbourhood structures are adaptively selected for modelling the polarimetric amplitudes and the region labels, and for achieving detail preservation. Experimental results obtained from multi-frequency polarimetric SAR images show that the novel schemes produce visual improvements for detail preservation, and exhibit equivalent or higher classification performance with respect to usual classification schemes.
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11365/7505
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