Stacked Conditional Random Fields Exploiting Structural Consistencies.
Peter KlüglMartin ToepferFlorian LemmerichAndreas HothoFrank PuppePublished in: ICPRAM (2) (2012)
Keyphrases
- conditional random fields
- hidden markov models
- markov random field
- graphical models
- random fields
- information extraction
- sequence labeling
- probabilistic model
- maximum entropy
- higher order
- crf model
- generative model
- markov models
- pairwise
- image labeling
- named entity recognition
- segmentation method
- undirected graphical models
- semi markov
- superpixels
- structured learning
- parameter learning
- structured prediction
- contextual features
- belief propagation
- image segmentation
- web page prediction