Augmented conditional random fields modeling based on discriminatively trained features.
Yasser HifnyPublished in: INTERSPEECH (2013)
Keyphrases
- conditional random fields
- discriminatively trained
- sequence classification
- sequence labeling
- generative model
- crf model
- object detection
- probabilistic model
- graphical models
- higher order
- hidden markov models
- markov models
- structured prediction
- information extraction
- discriminative learning
- maximum entropy
- image features
- co occurrence
- markov random field
- pairwise
- computer vision
- parameter learning
- sequence data
- markov networks
- machine learning