Incremental kernel non-negative matrix factorization for hyperspectral unmixing.
Risheng HuangXiaorun LiLiaoying ZhaoPublished in: IGARSS (2016)
Keyphrases
- negative matrix factorization
- hyperspectral
- hyperspectral images
- nonnegative matrix factorization
- remote sensing
- hyperspectral data
- multispectral
- infrared
- blind source separation
- matrix factorization
- image data
- sparse representation
- document clustering
- satellite images
- target detection
- hyperspectral imagery
- principal component analysis
- kernel methods
- spatial resolution
- kernel function
- information content
- spectral clustering
- machine learning
- change detection
- collaborative filtering
- support vector
- image processing
- information retrieval systems
- pattern recognition
- computer vision