An Optimal Basis for Feature Extraction With Support Vector Machine Classification Using The Radius-Margin Bound.
Jeff FortunaDavid W. CapsonPublished in: ICASSP (5) (2006)
Keyphrases
- feature extraction
- support vector machine classification
- worst case
- face recognition
- feature selection
- asymptotically optimal
- preprocessing
- dynamic programming
- integer solution
- upper bound
- feature vectors
- image processing
- probabilistic model
- high dimensional
- principal component analysis
- dimensionality reduction
- texture features
- estimation error
- object recognition
- machine learning