Band selection of hyperspectral data with low-rank doubly stochastic matrix decomposition.
Jiming LiPublished in: IGARSS (2016)
Keyphrases
- matrix decomposition
- hyperspectral data
- low rank
- hyperspectral imagery
- hyperspectral
- hyperspectral images
- random projections
- multispectral
- missing data
- low rank matrix
- remote sensing
- linear combination
- convex optimization
- singular value decomposition
- matrix factorization
- kernel matrix
- semi supervised
- high dimensional data
- spatial resolution
- image data
- nonnegative matrix factorization
- principal components
- least squares