Paper Info
Title
A New Model For The Amplitude Statistics Of Sar Imagery
Abstract
We introduce a new statistical distribution for modeling non-Rayleigh amplitude statistics. We call the new model the Rician Inverse Gaussian (RiIG) distribution. The theoretical basis of the model is briefly presented, and we give an EM-type algorithm for estimating its parameters from data. Finally, we include some modeling examples, where we have tested the ability to fit to histograms of segments of single-look SAR data.
Year
DOI
Venue
2003
10.1109/IGARSS.2003.1294317
IGARSS 2003: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS I - VII, PROCEEDINGS: LEARNING FROM EARTH'S SHAPES AND SIZES
Keywords
DocType
Citations 
image segmentation,inverse gaussian,statistical distributions,statistics,testing,physics,gaussian distribution,inverse problems,statistical distribution,parameter estimation,histograms
Conference
3
PageRank 
References 
Authors
1.49
1
1
Name
Order
Citations
PageRank
Torbjørn Eltoft158348.56