Hyperspectral pixel unmixing using singular value decomposition.
John E. BallS. KariNicolas H. YounanPublished in: IGARSS (2004)
Keyphrases
- singular value decomposition
- hyperspectral
- pixel classification
- spectral bands
- hyperspectral images
- hyperspectral data
- remote sensing
- spectral signatures
- multispectral
- infrared
- hyperspectral imagery
- singular values
- least squares
- image data
- spatial resolution
- target detection
- dimension reduction
- dimensionality reduction
- information content
- satellite images
- hyperspectral remote sensing
- principal component analysis
- low rank
- input image
- correlation matrix
- multispectral images
- similarity measure
- video sequences
- high quality