Modified singular value decomposition by means of independent component analysis.
Valeriu D. VrabieJérôme I. MarsJean-Louis LacoumePublished in: Signal Process. (2004)
Keyphrases
- singular value decomposition
- independent component analysis
- principal component analysis
- independent components
- dimensionality reduction
- dimension reduction
- factor analysis
- low rank
- principle component analysis
- singular values
- least squares
- signal processing
- low dimensional
- latent semantic indexing
- blind source separation
- face images
- feature space
- feature extraction
- principal components
- low rank approximation
- random projections
- neural network
- image processing
- discriminant analysis
- similarity measure
- machine learning