Conditional random field with high-order dependencies for sequence labeling and segmentation.
Viet Cuong NguyenNan YeWee Sun LeeHai Leong ChieuPublished in: J. Mach. Learn. Res. (2014)
Keyphrases
- high order
- conditional random fields
- sequence labeling
- higher order
- crf model
- markov random field
- pairwise
- segmentation method
- long range
- image segmentation
- structured prediction
- named entity recognition
- energy function
- graphical models
- markov models
- probabilistic model
- information extraction
- level set
- random fields
- maximum entropy
- hidden markov models
- segmentation algorithm
- generative model
- natural images
- multiscale
- energy minimization
- machine learning
- superpixels
- dependency parsing
- graph cuts
- image processing
- maximum margin
- object segmentation
- shape prior
- multi class
- parameter estimation