Conditional Random Fields for Rock Characterization Using Drill Measurements.
Sildomar T. MonteiroFabio T. RamosPeter HatherlyPublished in: ICMLA (2009)
Keyphrases
- conditional random fields
- random fields
- hidden markov models
- sequence labeling
- probabilistic model
- markov random field
- graphical models
- information extraction
- named entity recognition
- higher order
- crf model
- pairwise
- generative model
- semi markov
- maximum entropy
- structured prediction
- approximate inference
- image labeling
- web page prediction
- superpixels
- segmentation method
- markov models
- structured learning
- structured output
- markov networks
- feature selection
- parameter learning
- computer vision
- undirected graphical models
- bayesian networks
- contextual features
- structured domains