Using robust dispersion estimation in support vector machines.
Nicholas VretosAnastasios TefasIoannis PitasPublished in: Pattern Recognit. (2013)
Keyphrases
- support vector
- robust estimation
- learning machines
- large margin classifiers
- multi class classification
- kernel function
- kernel methods
- multiscale
- orientation estimation
- estimation accuracy
- estimation error
- parameter tuning
- linear discriminant analysis
- robust regression
- accurate estimation
- image noise
- database
- svm classifier
- loss function
- computationally efficient
- active learning
- machine learning
- real time