Markov Random Field Segmentation of Brain MR Images.
Karsten HeldElena Rota KopsBernd J. KrauseWilliam M. Wells IIIRon KikinisHans-W. Müller-GärtnerPublished in: IEEE Trans. Medical Imaging (1997)
Keyphrases
- markov random field
- brain mr images
- mrf model
- image segmentation
- quantitative evaluation
- medical imaging
- mr images
- energy function
- medical image analysis
- graph cuts
- maximum a posteriori
- higher order
- energy minimization
- mrf models
- random fields
- brain tumors
- parameter estimation
- label field
- pairwise
- conditional random fields
- textured images
- image restoration
- brain tissue
- prior model
- potential functions
- medical images
- cortical surface
- image analysis
- region growing
- multiresolution
- magnetic resonance
- computer vision