Singular Value Decomposition, Eigenfaces, and 3D Reconstructions.
Neil MullerLourenço MagaiaBen M. HerbstPublished in: SIAM Rev. (2004)
Keyphrases
- singular value decomposition
- principal component analysis
- face recognition
- least squares
- image reconstruction
- latent semantic indexing
- singular values
- low rank
- three dimensional
- dimensionality reduction
- reconstruction error
- dimension reduction
- structure from motion
- low dimensional
- low rank matrix
- singular vectors
- covariance matrix
- correlation matrix
- low rank matrices
- data sets
- spectral clustering
- latent semantic analysis
- feature extraction
- data matrix