Hot-SVD: higher order t-singular value decomposition for tensors based on tensor-tensor product.
Ying WangYuning YangPublished in: Comput. Appl. Math. (2022)
Keyphrases
- singular value decomposition
- tensor product
- higher order
- high order
- tensor field
- b spline
- tensor factorization
- least squares
- singular values
- dimensionality reduction
- natural images
- markov random field
- latent semantic indexing
- dimension reduction
- higher order singular value decomposition
- diffusion tensor
- low rank
- pairwise
- cubic spline
- principal component analysis
- latent semantic analysis
- affine invariant
- mri data
- white matter
- factorization method
- singular vectors
- feature selection
- image segmentation
- image processing