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
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);
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2008.926115