DocumentCode :
818136
Title :
Information Theory-Based Approach for Contrast Analysis in Polarimetric and/or Interferometric SAR Images
Author :
Morio, Jérôme ; Réfrégier, Philippe ; Goudail, François ; Dubois-Fernandez, Pascale C. ; Dupuis, Xavier
Author_Institution :
Long-Term Design & Syst. Integration Dept., ONERA, Chatillon
Volume :
46
Issue :
8
fYear :
2008
Firstpage :
2185
Lastpage :
2196
Abstract :
We propose a new approach for evaluating the contribution of the different channels of polarimetric and interferometric synthetic aperture radar (PolInSAR) images. For that purpose, we demonstrate that the Bhattacharyya distance between the probability density functions of neighboring regions in the image provides an efficient scalar contrast measure. We show that the analysis of this contrast measure allows one to precisely characterize the contribution of each channel for different system configurations, including intensity, polarimetric, and interferometric images. We illustrate this approach using a real synthetic aperture radar image to compare several polarimetric system architectures. Since PolInSAR imaging configurations can correspond to complex and expensive systems, the proposed method can be helpful in system imaging optimization.
Keywords :
geophysical techniques; polarimetry; probability; soil; synthetic aperture radar; Bhattacharyya distance; PolInSAR images; information theory; polarimetric and interferometric synthetic aperture radar; polarimetric system architectures; probability density functions; system imaging optimization; Density measurement; Image analysis; Image processing; Information analysis; Optimization methods; Probability density function; Radar imaging; Radar polarimetry; Synthetic aperture radar; Synthetic aperture radar interferometry; Contrast definition; SAR interferometry; image processing; image system analysis; radar polarimetry; synthetic aperture radar (SAR);
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2008.926115
Filename :
4579350
Link To Document :
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