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