Classification of PolSAR data with the Complex Riesz distribution

This article deals with unsupervised classification strategies applied to polarimetric synthetic aperture radar (PolSAR) images. We discuss the performance of the Complex Riesz distribution, which is used for the first time to classify PolSAR images. Hence, we extend the maximum likelihood (ML) and...

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Vydané v:	Communications in statistics. Theory and methods Ročník 54; číslo 19; s. 6191 - 6218
Hlavní autori:	Kammoun, Rayhan, Kessentini, Sameh, Zine, Raoudha
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Philadelphia Taylor & Francis 02.10.2025 Taylor & Francis Ltd
Predmet:	Algorithms Classification Complex Riesz distribution expectation-maximization algorithm Hermitian random matrix maximum likelihood algorithm PolSAR classification Radar imaging stochastic distances Synthetic aperture radar Synthetic data
ISSN:	0361-0926, 1532-415X
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