Joint generalized singular value decomposition and tensor decomposition for image super-resolution.
Ying FangBingo Wing-Kuen LingYuxin LinZiyin HuangYui-Lam ChanPublished in: Signal Image Video Process. (2022)
Keyphrases
- singular value decomposition
- tensor decomposition
- tensor factorization
- low rank
- least squares
- super resolution
- factorization method
- dimensionality reduction
- singular values
- auxiliary information
- data representation
- high resolution
- high order
- image patches
- data matrix
- image reconstruction
- principal component analysis
- matrix factorization
- nearest neighbor
- computer vision