Hierarchical Support Vector Random Fields: Joint Training to Combine Local and Global Features.
Paul SchnitzspanMario FritzBernt SchielePublished in: ECCV (2) (2008)
Keyphrases
- random fields
- global features
- support vector
- markov random field
- conditional random fields
- small number of training samples
- training examples
- maximum entropy
- non stationary
- visual features
- parameter estimation
- image features
- keypoints
- support vector machine
- training set
- feature vectors
- supervised learning
- random field model
- kernel function
- classification accuracy
- higher order
- probabilistic model
- feature selection
- machine learning
- data mining