A Kullback-Leibler Divergence Based Kernel for SVM Classification in Multimedia Applications.
Pedro J. MorenoPurdy HoNuno VasconcelosPublished in: NIPS (2003)
Keyphrases
- svm classification
- kullback leibler divergence
- kernel function
- support vector machine
- support vector
- mutual information
- probability density function
- information theoretic
- support vector machine svm
- information theory
- distance measure
- classification accuracy
- svm classifier
- classification method
- image classification
- kernel methods
- support vectors
- multiclass classification
- diffusion tensor
- marginal distributions
- feature space
- high dimensional
- feature vectors
- data mining
- input space
- cross validation
- small number
- knn