Hot-SVD: Higher-Order t-Singular Value Decomposition for Tensors based on Tensor-Tensor Product.
Ying WangYuning YangPublished in: CoRR (2022)
Keyphrases
- singular value decomposition
- tensor product
- higher order
- high order
- tensor field
- b spline
- singular values
- tensor factorization
- least squares
- diffusion tensor
- natural images
- dimension reduction
- higher order singular value decomposition
- low rank
- principal component analysis
- latent semantic indexing
- dimensionality reduction
- structure tensor
- cubic spline
- pairwise
- white matter
- markov random field
- factorization method
- affine invariant
- mri data
- machine learning
- latent semantic analysis
- singular vectors
- low rank approximation
- image registration
- image processing