Graphical modeling of conditional random fields for human motion recognition.
Chih-Pin LiaoJen-Tzung ChienPublished in: ICASSP (2008)
Keyphrases
- conditional random fields
- probabilistic model
- graphical models
- sequence labeling
- hidden markov models
- random fields
- crf model
- web page prediction
- structured learning
- information extraction
- higher order
- semi markov
- maximum entropy
- markov models
- pairwise
- named entity recognition
- parameter learning
- restricted boltzmann machine
- image labeling
- generative model
- contextual features
- markov random field
- discriminative models
- structured output
- training data
- undirected graphical models
- segmentation method
- loopy belief propagation
- probabilistic graphical models
- structured prediction
- information retrieval
- markov networks