Alternating Direction Iterative Nonnegative Matrix Factorization Unmixing for Multispectral and Hyperspectral Data Fusion.
Xinyu ZhouYe ZhangJunping ZhangShaoqi ShiPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2020)
Keyphrases
- data fusion
- nonnegative matrix factorization
- multispectral
- hyperspectral
- remote sensing
- hyperspectral images
- remote sensing images
- hyperspectral data
- image data
- matrix factorization
- spatial resolution
- information fusion
- hyperspectral imagery
- negative matrix factorization
- satellite images
- target detection
- spectral bands
- multi sensor
- multispectral images
- fusion method
- principal component analysis
- least squares
- document clustering
- image analysis
- original data
- spectral clustering
- infrared
- high spatial resolution
- objective function
- high quality
- collaborative filtering
- denoising
- image processing
- color images
- data analysis
- data streams
- pattern recognition
- spectral resolution