Streaming Kernel Principal Component Analysis.
Mina GhashamiDaniel J. PerryJeff M. PhillipsPublished in: AISTATS (2016)
Keyphrases
- kernel principal component analysis
- discriminant analysis
- kernel pca
- principal components
- preprocessing
- feature extraction
- principal component analysis
- kernel function
- feature space
- kernel fisher discriminant analysis
- classification method
- high dimensional
- kernel methods
- small number of training samples
- face recognition
- kernel matrix
- gabor wavelets
- feature vectors
- linear discriminant analysis
- graph kernels
- input space
- subspace methods
- high dimensional feature space
- support vector machine svm
- facial expressions
- pattern recognition
- clustering algorithm