A novel approach for hyperspectral unmixing based on Nonnegative Matrix Factorization.
Xuesong LiuBin WangLiming ZhangPublished in: IGARSS (2010)
Keyphrases
- nonnegative matrix factorization
- hyperspectral
- remote sensing
- hyperspectral images
- multispectral
- infrared
- negative matrix factorization
- matrix factorization
- hyperspectral data
- hyperspectral imagery
- image data
- data representation
- least squares
- principal component analysis
- target detection
- information content
- document clustering
- objective function
- satellite images
- spectral clustering
- pairwise
- image processing
- original data
- dimensionality reduction
- collaborative filtering