Spectral-Spatial Robust Nonnegative Matrix Factorization for Hyperspectral Unmixing.
Risheng HuangXiaorun LiLiaoying ZhaoPublished in: IEEE Trans. Geosci. Remote. Sens. (2019)
Keyphrases
- hyperspectral
- nonnegative matrix factorization
- hyperspectral images
- spectral signatures
- hyperspectral data
- remote sensing
- hyperspectral imagery
- infrared
- multispectral
- target detection
- negative matrix factorization
- image data
- hyperspectral remote sensing
- spectral data
- spectral bands
- least squares
- matrix factorization
- spectral resolution
- spectral clustering
- data representation
- spatial resolution
- satellite images
- information content
- computer vision
- principal component analysis
- reflectance spectra
- image processing
- document clustering
- change detection
- multispectral images
- raw data
- collaborative filtering
- nearest neighbor