Automated Edge-Driven Markov Random Field Segmentation of Ex Vivo Mouse Brain MRM Images.
Alize E. H. ScheenstraJouke DijkstraRob C. G. van de VenLouise van der WeerdJohan H. C. ReiberPublished in: ISBI (2007)
Keyphrases
- markov random field
- mrf model
- mouse brain
- markov random field model
- textured images
- smoothness prior
- image segmentation
- edge detection
- mrf models
- random fields
- segmentation algorithm
- segmentation method
- graph cuts
- energy function
- map estimation
- brain atlas
- test images
- maximum a posteriori
- prior model
- image analysis
- multiscale
- fully automatic
- pairwise
- parameter estimation
- long range
- higher order
- image edges
- image data
- maximum a posteriori probability
- conditional random fields
- input image
- region growing
- label field
- texture segmentation
- image prior
- natural images
- grey level
- edge information
- object segmentation
- medical images
- brain tumors
- shape variations
- image registration
- gibbs distribution
- bayesian framework