One-class texture classifier in the CCR feature space.
Raúl Enrique Sánchez-YáñezEvguenii V. KurmyshevAntonio FernándezPublished in: Pattern Recognit. Lett. (2003)
Keyphrases
- feature space
- feature extraction
- feature histograms
- training samples
- feature set
- high dimensionality
- feature selection
- texture features
- training set
- feature vectors
- texture analysis
- high dimensional
- texture classification
- dimensionality reduction
- texture information
- classification accuracy
- training data
- principal component analysis
- texture segmentation
- classification process
- texture images
- kernel function
- support vector machine
- data points
- kernel methods
- hyperplane
- low dimensional
- texture synthesis
- decision trees
- dissimilarity measure
- input space
- feature subset
- image representation
- input data
- gray level
- training instances
- single class
- mercer kernel