A Flexible and Computationally Efficient Density Model for the Multilook Polarimetric Covariance Matrix
Conference: EUSAR 2012 - 9th European Conference on Synthetic Aperture Radar
04/23/2012 - 04/26/2012 at Nuremberg, Germany
Proceedings: EUSAR 2012
Pages: 4Language: englishTyp: PDFPersonal VDE Members are entitled to a 10% discount on this title
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.