Unified mixture-model based terrain estimation with Markov Random Fields.

Rina Tse Nisar R. Ahmed Mark E. Campbell

Published in: MFI (2012)

Keyphrases

markov random field
parameter estimation
map estimation
graph cuts
maximum a posteriori
mrf model
higher order
random fields
image segmentation
maximum a posteriori probability

belief propagation
energy function
image restoration
pairwise
label field
low level vision
iterative conditional
potts model
conditional random fields
energy minimization

map inference
mixture model
markov networks
potential functions
loopy belief propagation
efficient inference
gauss markov random fields
mrf models
image restoration and reconstruction

maximum likelihood estimation
approximate inference
message passing
non stationary
active contours
em algorithm
maximum likelihood
graphical models
multiresolution