Non-negative Matrix Completion for the Enhancement of Snapshot Mosaic Multispectral Imagery.
Grigorios TsagkatakisMurali JayapalaBert GeelenPanagiotis TsakalidesPublished in: IMSE (2016)
Keyphrases
- multispectral
- matrix completion
- remote sensing data
- image data
- low rank
- remote sensing
- remote sensing images
- multispectral images
- hyperspectral data
- spatial resolution
- image processing
- satellite images
- multi band
- hyperspectral
- singular values
- high resolution
- image analysis
- collaborative filtering
- hyperspectral imagery
- incomplete data
- matrix factorization
- convex optimization
- land cover
- rank aggregation
- missing data
- light field
- convex relaxation
- protein interaction networks
- computer vision
- neural network
- hyperspectral images
- stochastic gradient descent