MRFalign: Protein Homology Detection through Alignment of Markov Random Fields.
Jianzhu MaSheng WangZhiyong WangJinbo XuPublished in: PLoS Comput. Biol. (2014)
Keyphrases
- markov random field
- protein homology
- higher order
- graph cuts
- belief propagation
- random fields
- low level vision
- mrf model
- image restoration
- energy function
- parameter estimation
- image segmentation
- discriminative random fields
- maximum a posteriori
- energy minimization
- conditional random fields
- potential functions
- pairwise
- potts model
- textured images
- map estimation
- protein structure prediction
- iterative conditional
- map inference
- piecewise constant functions
- efficient inference
- least squares
- object detection
- loopy belief propagation
- image processing
- markov networks