2D Conditional Random Fields for Image Classification.
Ming WenHui HanLu WangWenyuan WangPublished in: Intelligent Information Processing (2006)
Keyphrases
- conditional random fields
- image classification
- graphical models
- probabilistic model
- hidden markov models
- sequence labeling
- information extraction
- crf model
- higher order
- markov random field
- feature extraction
- named entity recognition
- maximum entropy
- pairwise
- image labeling
- structured prediction
- generative model
- markov models
- parameter learning
- image features
- random fields
- contextual features
- segmentation method
- superpixels
- svm classifier
- semi markov
- protein fold recognition
- markov networks
- structured learning