Sequential Labeling Using Deep-Structured Conditional Random Fields.
Dong YuShizhen WangLi DengPublished in: IEEE J. Sel. Top. Signal Process. (2010)
Keyphrases
- conditional random fields
- crf model
- structured learning
- image labeling
- semantic segmentation
- structured output
- structured domains
- sequence labeling
- information extraction
- probabilistic model
- graphical models
- hidden markov models
- markov random field
- generative model
- efficient inference algorithms
- random fields
- structured prediction
- pairwise
- higher order
- image segmentation
- maximum entropy
- named entity recognition
- markov models
- loopy belief propagation
- max margin learning
- web page prediction
- parameter learning
- markov networks
- approximate inference
- active learning
- superpixels
- segmentation method
- semi markov
- semi supervised
- support vector
- bayesian networks
- image processing
- information retrieval