Automatic Segmentation of Molecular Pathology Images Using a Robust Mixture Model with Markov Random Fields.
Shu-Kay NgAlfred K. LamPublished in: DICTA (2013)
Keyphrases
- automatic segmentation
- mixture model
- markov random field
- automatically segmenting
- segmentation algorithm
- accurate segmentation
- graph cuts
- random fields
- manual segmentation
- mrf model
- image segmentation
- energy minimization
- energy function
- textured images
- probabilistic model
- input image
- gaussian mixture model
- maximum a posteriori
- em algorithm
- belief propagation
- ground truth
- expectation maximization
- maximum likelihood
- parameter estimation
- pairwise
- object recognition
- generative model
- image analysis
- higher order
- segmentation method
- image restoration
- image features
- model selection
- mr images
- probability density function
- superpixels
- language model
- graphical models
- information retrieval
- image registration
- similarity measure