Algorithms and Comparisons of Non-negative Matrix Factorization with Volume Regularization for Hyperspectral Unmixing.
Andersen Man Shun AngNicolas GillisPublished in: CoRR (2019)
Keyphrases
- hyperspectral
- negative matrix factorization
- nonnegative matrix factorization
- hyperspectral images
- multispectral
- hyperspectral data
- remote sensing
- target detection
- infrared
- spatial resolution
- learning algorithm
- hyperspectral remote sensing
- satellite images
- principal component analysis
- machine learning
- matrix factorization
- document clustering
- independent component analysis
- sparse representation
- image analysis