MRFalign: Protein Homology Detection through Alignment of Markov Random Fields.
Jianzhu MaSheng WangZhiyong WangJinbo XuPublished in: CoRR (2014)
Keyphrases
- partition function
- markov random field
- protein homology
- belief propagation
- random fields
- upper bound
- mrf model
- graph cuts
- higher order
- parameter estimation
- maximum a posteriori
- image restoration
- energy minimization
- pairwise
- energy function
- loopy belief propagation
- image segmentation
- discriminative random fields
- conditional random fields
- potential functions
- low level vision
- object detection
- message passing
- iterative conditional
- sequence alignment
- efficient inference
- map estimation
- potts model
- markov networks
- image understanding
- piecewise constant functions