Spatial Regularization of Functional Connectivity Using High-Dimensional Markov Random Fields.
Wei LiuPeihong ZhuJeffrey S. AndersonDeborah A. Yurgelun-ToddP. Thomas FletcherPublished in: MICCAI (2) (2010)
Keyphrases
- markov random field
- high dimensional
- functional connectivity
- potential functions
- image restoration and reconstruction
- maximum a posteriori
- graph cuts
- energy function
- image segmentation
- mrf model
- higher order
- parameter estimation
- random fields
- image restoration
- pairwise
- belief propagation
- energy minimization
- textured images
- conditional random fields
- functional magnetic resonance imaging
- feature extraction
- working memory
- map estimation
- machine learning