A survey on hyperspectral image restoration: from the view of low-rank tensor approximation.
Na LiuWei LiYinjian WangRan TaoQian DuJocelyn ChanussotPublished in: Sci. China Inf. Sci. (2023)
Keyphrases
- image restoration
- hyperspectral
- low rank
- trace norm
- high order
- total variation
- convex optimization
- remote sensing
- multispectral
- infrared
- matrix factorization
- image processing
- markov random field
- missing data
- linear combination
- semi supervised
- singular value decomposition
- kernel matrix
- spatial resolution
- super resolution
- image data
- high dimensional data
- minimization problems
- blurred images
- regularization parameter
- higher order
- dimensionality reduction
- high resolution
- motion estimation
- nearest neighbor
- multiple views
- input image
- least squares
- data sets
- machine learning