Hyperspectral Unmixing Based on Incremental Kernel Nonnegative Matrix Factorization.
Risheng HuangXiaorun LiLiaoying ZhaoPublished in: IEEE Trans. Geosci. Remote. Sens. (2018)
Keyphrases
- nonnegative matrix factorization
- hyperspectral
- hyperspectral images
- remote sensing
- multispectral
- negative matrix factorization
- matrix factorization
- infrared
- hyperspectral data
- data representation
- hyperspectral imagery
- kernel function
- image data
- target detection
- principal component analysis
- least squares
- information content
- feature space
- original data
- support vector
- kernel methods
- spectral clustering
- document clustering
- objective function
- satellite images
- multispectral images
- image analysis
- machine learning
- text classification
- kernel matrix
- image classification
- information retrieval