A Flexible and Computationally Efficient Density Model for the Multilook Polarimetric Covariance Matrix
Konferenz: EUSAR 2012 - 9th European Conference on Synthetic Aperture Radar
23.04.2012 - 26.04.2012 in Nuremberg, Germany
Tagungsband: EUSAR 2012
Seiten: 4Sprache: EnglischTyp: PDFPersönliche VDE-Mitglieder erhalten auf diesen Artikel 10% Rabatt
Kersten, Paul R. (No affiliation)
Anfinsen, Stian Normann (Department of Physics and Technology, University of Tromsø, Norway)
We propose a complex Wishart-Kotz-type I distribution for the polarimetric covariance and coherency matrix. This is a very flexible density model for multi look polarimetric radar data, which can account for severe radar texture with different characteristics. Contrary to alternative models, the closed form expression of the distribution contains no special function, which makes its application to image analysis algorithms both computation ally efficient and numerically stable. Parameter estimators based on the method of matrix log-cumulants have been developed and the flexibility of the new distribution has been favourably compared to some common models.