Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review.
Xin-Ru FengHeng-Chao LiRui WangQian DuXiuping JiaAntonio PlazaPublished in: CoRR (2022)
Keyphrases
- nonnegative matrix factorization
- hyperspectral
- remote sensing
- hyperspectral images
- hyperspectral data
- infrared
- multispectral
- negative matrix factorization
- matrix factorization
- data representation
- image data
- least squares
- target detection
- hyperspectral imagery
- principal component analysis
- spectral clustering
- original data
- information content
- objective function
- satellite images
- change detection
- document clustering
- information retrieval systems
- data analysis
- image sequences
- image processing
- data sets
- collaborative filtering
- feature selection
- information retrieval