Unsupervised classification and analysis of natural scenes from polarimetric interferometric SAR data

Laurent Ferro-Famil (1) , E. Pottier (1) , J. S. Lee (2)

1 IETR - Institut d'Électronique et des Technologies du numéRique
2 NRL - Naval Research Laboratory

no abstract

Mots clés: adaptive signal processing; geophysical signal processing; geophysical techniques; image classification; radar imaging; radar polarimetry; remote sensing by radar; synthetic aperture radar; terrain mapping; InSAR; Wishart probability density function; geophysical measurement technique; interferometric polarimetric coherency matrix; iterative adaptive classification; land surface; maximum likelihood decision rule; natural scene; polarimetric interferometric SAR; polarimetric representation; radar remote sensing; unsupervised classification; Anisotropic magnetoresistance; Eigenvalues and eigenfunctions; Entropy; Image analysis; Layout; Matrix decomposition; Polarization; Radar scattering; Remote sensing; Scattering parameters

Domaines: Traitement du signal et de l'image [eess.SP]; Traitement du signal et de l'image [eess.SP]

Laurent Ferro-Famil, E. Pottier, J. S. Lee. Unsupervised classification and analysis of natural scenes from polarimetric interferometric SAR data. IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217), 2001, Sydney, Australia. pp.2715-2717 vol.6, ⟨10.1109/IGARSS.2001.978139⟩. ⟨hal-01466144⟩