Past and new trends in polarimetric and multidimensional SAR data Speckle noise filtering

Speckle noise represents one of the main components of the multidimensional SAR signal that limit the complete exploitation of multidimensional SAR data, and polarimetric SAR data in particular. This paper consider the main trends in the characterization and the filtering of the multidimensional Speckle noise component.

[1]  Konstantinos P. Papathanassiou,et al.  Polarimetric SAR interferometry , 1998, IEEE Trans. Geosci. Remote. Sens..

[2]  Ridha Touzi,et al.  The principle of speckle filtering in polarimetric SAR imagery , 1994, IEEE Trans. Geosci. Remote. Sens..

[3]  Paris W. Vachon,et al.  Coherence estimation for SAR imagery , 1999, IEEE Trans. Geosci. Remote. Sens..

[4]  Alejandro C. Frery,et al.  The polarimetric 𝒢 distribution for SAR data analysis , 2005 .

[5]  Jong-Sen Lee,et al.  Speckle reduction in multipolarization, multifrequency SAR imagery , 1991, IEEE Trans. Geosci. Remote. Sens..

[6]  Carlos López-Martínez,et al.  On the Extension of Multidimensional Speckle Noise Model From Single-Look to Multilook SAR Imagery , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[7]  Jong-Sen Lee,et al.  Polarimetric SAR speckle filtering and its implication for classification , 1999, IEEE Trans. Geosci. Remote. Sens..

[8]  Torbjørn Eltoft,et al.  A multitexture model for multilook polarimetric radar data , 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

[9]  Boularbah Souissi,et al.  Classification of multi-look polarimetric SAR imagery based on the automated EM Gaussian clustering algorithm using the complex Wishart distribution , 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

[10]  Irena Hajnsek,et al.  Polarimetric Speckle Noise Effects in Quantitative Physical parameters Retrieval , 2004 .

[11]  Stian Normann Anfinsen,et al.  A Complete Coverage of Log-Cumulant Space in Terms of Distributions for Polarimetric SAR Data , 2011 .

[12]  J. Kong,et al.  K-Distribution and Polarimetric Terrain Radar Clutter , 1990, Progress In Electromagnetics Research.

[13]  Carlos López-Martínez,et al.  Filtering and Segmentation of Polarimetric SAR Data Based on Binary Partition Trees , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[14]  Carlos López-Martínez,et al.  Statistical Assessment of Eigenvector-Based Target Decomposition Theorems in Radar Polarimetry , 2005, IEEE Trans. Geosci. Remote. Sens..

[15]  Carlos López-Martínez,et al.  Polarimetric SAR speckle noise model , 2003, IEEE Trans. Geosci. Remote. Sens..

[16]  Gabriel Vasile,et al.  Intensity-driven adaptive-neighborhood technique for polarimetric and interferometric SAR parameters estimation , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[17]  Torbjørn Eltoft,et al.  Segmentation of polarimetric SAR data with a multi-texture product model , 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

[18]  J. Goodman Some fundamental properties of speckle , 1976 .

[19]  Gabriel Vasile,et al.  Coherency Matrix Estimation of Heterogeneous Clutter in High-Resolution Polarimetric SAR Images , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[20]  Jesper Schou,et al.  Restoration of polarimetric SAR images using simulated annealing , 2001, IEEE Trans. Geosci. Remote. Sens..

[21]  Armand Lopes,et al.  Optimal speckle reduction for the product model in multilook polarimetric SAR imagery and the Wishart distribution , 1997, IEEE Trans. Geosci. Remote. Sens..

[22]  Leslie M. Novak,et al.  Optimal speckle reduction in polarimetric SAR imagery , 1990 .

[23]  Gabriel Vasile,et al.  Hierarchical segmentation of Polarimetric SAR images using heterogeneous clutter models , 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

[24]  Florence Tupin,et al.  Polarimetric SAR estimation based on non-local means , 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

[25]  A. Torre,et al.  Partially correlated K-distribution for multi-look polarimetric SAR imagery , 1996, IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium.

[26]  Fuk K. Li,et al.  Synthetic aperture radar interferometry , 2000, Proceedings of the IEEE.

[27]  Lionel Bombrun,et al.  Fisher Distribution for Texture Modeling of Polarimetric SAR Data , 2008, IEEE Geoscience and Remote Sensing Letters.

[28]  Samuel Foucher,et al.  Analysis, Evaluation, and Comparison of Polarimetric SAR Speckle Filtering Techniques , 2014, IEEE Transactions on Image Processing.