A finite mixture model for detail-preserving image segmentation.
Thanh Minh NguyenQ. M. Jonathan WuDibyendu MukherjeeHui ZhangPublished in: Signal Process. (2013)
Keyphrases
- finite mixture model
- image segmentation
- expectation maximization
- em algorithm
- mixture model
- unsupervised image segmentation
- model based segmentation
- density estimation
- trend analysis
- gaussian mixture model
- markov random field
- graph cuts
- selection criterion
- segmentation method
- active contours
- unsupervised learning
- maximum likelihood
- level set method
- multiscale
- computer vision
- generative model
- multivariate data
- image processing
- segmentation algorithm
- bayesian framework
- probability density function
- region growing
- contour detection
- probability distribution
- probabilistic model
- image segmentation algorithm
- machine learning
- object segmentation
- data sets
- information retrieval
- level set
- feature selection
- clustering algorithm