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The Comparison of the V-Fold and the Monte-Carlo cross validation to estimate the number of clusters for the fully polarimetric sar data segmentation.
Fang Cao
Wen Hong
Yirong Wu
Eric Pottier
Published in:
IGARSS (2007)
Keyphrases
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monte carlo
cross validation
model selection
sar data
sar imagery
synthetic aperture radar
support vector
monte carlo simulation
multiscale
hyperparameters
image segmentation
sar images
multispectral
particle filter
gray level
markov chain
pairwise
training set
machine learning