Efficient Learning of Spatial Patterns with Multi-Scale Conditional Random Fields for Region-Based Classification.
Mitchel Alioscha-PérezHichem SahliPublished in: Remote. Sens. (2014)
Keyphrases
- conditional random fields
- efficient learning
- spatial patterns
- structured prediction
- multiscale
- graphical models
- classification accuracy
- sequence labeling
- hidden markov models
- probabilistic model
- information extraction
- log linear models
- generative model
- markov random field
- named entity recognition
- feature selection
- higher order
- decision trees
- spatio temporal
- pairwise
- text classification
- crf model
- image segmentation
- approximate inference
- max margin
- support vector machine
- membership queries
- spatial distribution
- training set
- segmentation method
- feature vectors
- maximum margin
- data analysis
- support vector
- image processing