SCHATTEN MATRIX NORM BASED POLARIMETRIC SAR DATA REGULARIZATION. APPLICATION OVER CHAMONIX MONT-BLANC - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2013

SCHATTEN MATRIX NORM BASED POLARIMETRIC SAR DATA REGULARIZATION. APPLICATION OVER CHAMONIX MONT-BLANC

Résumé

The paper addresses the filtering of Polarimetry Synthetic Aperture Radar (PolSAR) images. The filtering strategy is based on a regularizing cost function associated with matrix norms called the Schatten p-norms. These norms apply on matrix singular values. The proposed approach is illustrated upon scattering and coherency matrices on RADARSAT-2 PolSAR images over the Chamonix Mont-Blanc site. Several p values of Schatten p-norms are surveyed and their capabilities on filtering PolSAR images is provided in comparison with conventional strategies for filtering PolSAR data.
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Dates et versions

hal-00975276 , version 1 (08-04-2014)

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  • HAL Id : hal-00975276 , version 1

Citer

Thu Trang Le, Abdourrahmane Atto, Emmanuel Trouvé. SCHATTEN MATRIX NORM BASED POLARIMETRIC SAR DATA REGULARIZATION. APPLICATION OVER CHAMONIX MONT-BLANC. International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, POLinSAR 2013, Jan 2013, Frascati, Italy. 7 p. ⟨hal-00975276⟩
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