Contextual object recoğnition with conditional random fields.
Gulcan CanOrhan FiratFatos T. Yarman-VuralPublished in: SIU (2013)
Keyphrases
- conditional random fields
- contextual features
- sequence labeling
- hidden markov models
- probabilistic model
- graphical models
- random fields
- information extraction
- higher order
- markov random field
- crf model
- generative model
- named entity recognition
- markov models
- image labeling
- semi markov
- maximum entropy
- structured prediction
- markov networks
- approximate inference
- web page prediction
- segmentation method
- contextual information
- multiple objects
- structured learning
- pairwise
- em algorithm
- response time
- machine learning
- protein fold recognition
- prediction accuracy
- parameter estimation
- parameter learning
- expectation maximization
- visual context
- data mining