SAR Images Statistical Modeling and Classification Based on the Mixture of Alpha-Stable Distributions

SAR Images Statistical Modeling and Classification Based on the Mixture of Alpha-Stable Distributions

This paper proposes the mixture of Alpha-stable (MAS) distributions for modeling statistical property of Synthetic Aperture Radar (SAR) images in a supervised Markovian classification algorithm. Our work is motivated by the fact that natural scenes consist of various reflectors with different types...

Full description

Bibliographic Details
Main Authors: Fangling Pu, Xin Xu, Jiayu Chen, Yijin Peng
Format: Article
Language:English
Published: MDPI AG 2013-05-01
Series:Remote Sensing
Subjects:
synthetic aperture radar
mixture of Alpha-stable distributions
parameter estimation
statistical modeling
classification
Online Access:http://www.mdpi.com/2072-4292/5/5/2145

Internet

http://www.mdpi.com/2072-4292/5/5/2145

Similar Items