Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile.
Mathieu FauvelJocelyn ChanussotJón Atli BenediktssonPublished in: IGARSS (2) (2009)
Keyphrases
- kernel principal component analysis
- principal components
- kernel pca
- kernel function
- discriminant analysis
- feature extraction
- kernel fisher discriminant analysis
- principal component analysis
- small number of training samples
- face recognition
- preprocessing
- feature space
- linear discriminant analysis
- kernel methods
- feature vectors
- multiscale
- image processing
- computer vision
- dimensionality reduction
- high dimensional
- pattern recognition
- covariance matrix
- classification method
- support vector machine svm
- high dimensional feature space
- data sets