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Improvement research on texture-detection in full-polarization SAR image filter

Authors :
Yang Zhen
Liu Xiuqing
Yang Ru-liang
Source :
IGARSS
Publication Year :
2004
Publisher :
IEEE, 2004.

Abstract

The Polarimetric Whitening Filter (PWF) method for speckle reduction in polarimetric synthetic aperture radar (SAR) is stated with some traditional covariance matrix parameter estimate methods. Aimed at their defects in parameter estimation, an enhanced auto-adaptive edge-detection method for parameter estimating is presented. Because of the lack of point target and line detection in the above-mentioned methods, a new parameter estimation method is then introduced. Finally, results of the above-mentioned methods applied in PWF are submitted. Detail analyses and comparisons are also given. It is proved that the new parameter estimation method is the most robust.

Details

Database :
OpenAIRE
Journal :
IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)
Accession number :
edsair.doi...........63e910d8fd345bf45d60467bb527af6b