Hierarchical Markov Random Fields for mast cell segmentation in electron microscopic recordings.
Margret KeuperThorsten SchmidtMarta Rodriguez-FrancoWolfgang SchamelThomas BroxHans BurkhardtOlaf RonnebergerPublished in: ISBI (2011)
Keyphrases
- markov random field
- cell segmentation
- image segmentation
- graph cuts
- mrf model
- belief propagation
- higher order
- random fields
- maximum a posteriori
- pairwise
- image restoration
- energy function
- parameter estimation
- low contrast
- potential functions
- quantitative analysis
- microscope images
- conditional random fields
- piecewise constant functions
- image analysis
- image processing
- textured images
- clinical applications
- cell division
- gray level