An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation.
Bálint AntalBence RemenyikAndrás HajduPublished in: CoRR (2014)
Keyphrases
- markov random field
- image segmentation
- graph cuts
- mrf model
- belief propagation
- energy minimization
- maximum a posteriori
- random fields
- energy function
- conditional random fields
- higher order
- markov random field model
- pairwise
- parameter estimation
- semi supervised
- image restoration
- message passing
- image processing
- active contours
- neighboring pixels
- computer vision
- training set
- machine learning
- textured images
- potential functions
- multiscale
- image analysis
- shape prior
- region growing
- texture segmentation
- probabilistic model
- prior model
- gray level
- loopy belief propagation
- labeling problems
- segmentation algorithm