Online feature extraction based on accelerated kernel principal component analysis for data stream.
Annie Anak JosephTakaomi TokumotoSeiichi OzawaPublished in: Evol. Syst. (2016)
Keyphrases
- kernel principal component analysis
- feature extraction
- data streams
- discriminant analysis
- kernel pca
- preprocessing
- principal components
- kernel methods
- principal component analysis
- kernel fisher discriminant analysis
- kernel function
- face recognition
- classification method
- feature space
- high dimensional
- feature vectors
- linear discriminant analysis
- image classification
- extracted features
- high dimensional feature space
- dimensionality reduction
- texture analysis
- input space
- gabor wavelets
- kernel matrix
- image processing
- image segmentation
- gabor filters
- local binary pattern
- data sets
- distance measure
- support vector machine svm