Title :
Interferometric Coherence Optimization: A Comparative Study
Author :
Tahraoui, Sofiane ; Ouarzeddine, Mounira ; Souissi, Boularbah
Author_Institution :
Dept. of Telecommun., USTHB, Algiers, Algeria
Abstract :
The Interferometric coherence measures the degree of similarity or the correlation between the radar signals corresponding to complex SAR images viewed from close angles. The strong dependence of the interferometric coherence to the polarization state can consider that there is a combination of polarization to achieve maximum interferometric coherence. The methods developed in this field are based on the combination of information derived from polarimetric channels of the interferometric couple and define new projection vectors that maximize the highest possible value of coherence. In this paper we investigated two interferometric coherence optimization methods. The first one is based on the selection of the best pair of projection vectors that maximizes the coherence. The corresponding algorithm leads to an eigenvectors / eigenvalues problem, where each vector represents a scattering mechanism used for view. The second method used an identical projection vector for the two images representing a unique scattering mechanism. To evaluate this work, we used a couple of interferometric airborne polarimetric data acquired on the Tapajos in Brazil, in the P band. Results compared to classical coherence reveals that both methods give better results than single acquisition, however, the first one is the best.
Keywords :
airborne radar; eigenvalues and eigenfunctions; optimisation; radar imaging; radar polarimetry; Brazil; Tapajos; complex SAR images; eigenvectors-eigenvalues problem; interferometric airborne polarimetric data; interferometric coherence optimization; interferometric couple; polarimetric channels; polarization state; projection vectors; radar signals; unique scattering mechanism; Coherence; Eigenvalues and eigenfunctions; Histograms; Optimization; Synthetic aperture radar; Vectors; Optimization; Polarimetry; SAR; interferometry;
Conference_Titel :
Broadband and Wireless Computing, Communication and Applications (BWCCA), 2013 Eighth International Conference on
Conference_Location :
Compiegne
DOI :
10.1109/BWCCA.2013.75