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Multilook SAR Image Segmentation with an Unknown Number of Clusters Using a Gamma Mixture Model and Hierarchical Clustering

This paper presents a novel multilook SAR image segmentation algorithm with an unknown number of clusters. Firstly, the marginal probability distribution for a given SAR image is defined by a Gamma mixture model (GaMM), in which the number of components corresponds to the number of homogeneous regio...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Zhao, Quanhua, Li, Xiaoli, Li, Yu
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5470790/
https://ncbi.nlm.nih.gov/pubmed/28498328
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s17051114
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