Constrained Nonnegative Matrix Factorization for Robust Hyperspectral Unmixing.
Fan FengChenwei DengWenzheng WangJiahui DaiZhenzhen LiBaojun ZhaoPublished in: IGARSS (2018)
Keyphrases
- hyperspectral
- nonnegative matrix factorization
- hyperspectral images
- remote sensing
- multispectral
- hyperspectral data
- infrared
- negative matrix factorization
- target detection
- matrix factorization
- hyperspectral imagery
- data representation
- image data
- hyperspectral remote sensing
- satellite images
- information content
- least squares
- spectral clustering
- image analysis
- machine learning
- principal component analysis
- pattern recognition
- singular value decomposition
- information retrieval systems
- collaborative filtering
- metadata