A Semi-supervised Gaussian Mixture Model for Image Segmentation.

Adolfo Martínez Usó Filiberto Pla José Martínez Sotoca

Published in: ICPR (2010)

Keyphrases

gaussian mixture
model for image segmentation
semi supervised
multiscale
image segmentation
random fields
active contours
mumford shah
em algorithm

expectation maximization
gaussian mixture model
covariance matrix
closed form
level set
potential functions
probability density function
mixture model

unsupervised learning
pairwise
active learning
supervised learning
density estimation
generative model
information retrieval
natural images

image processing
markov random field
piecewise smooth
parameter estimation
maximum likelihood
objective function
curve evolution
clustering algorithm