Independent Component Analysis and Support Vector Machine for Face Feature Extraction.
Gianluca AntoniniVlad PopoviciJean-Philippe ThiranPublished in: AVBPA (2003)
Keyphrases
- independent component analysis
- principal component analysis
- feature extraction
- support vector machine
- face images
- feature vectors
- independent components
- support vector machine svm
- principle component analysis
- feature space
- factor analysis
- face databases
- human faces
- signal processing
- feature selection
- face recognition
- blind source separation
- svm classifier
- dimensionality reduction
- independent subspace analysis
- discriminant analysis
- dimension reduction
- independent components analysis
- training data
- low dimensional
- image processing
- gabor wavelets
- support vector
- principal components
- face identification
- face verification
- wavelet transform
- source separation
- facial features
- texture features
- machine learning
- frequency domain
- blind separation
- image classification
- knn
- facial images
- eeg data
- single channel
- texture analysis
- facial expressions
- action recognition
- kernel function