Low-rank matrix completion against missing rows and columns with separable 2-D sparsity priors.
Jiaoru YangLei YouKun LiJingyu YangPublished in: ICIP (2017)
Keyphrases
- matrix completion
- low rank
- data matrix
- missing data
- rows and columns
- missing values
- matrix factorization
- incomplete data
- low rank matrix
- rank minimization
- singular value decomposition
- kernel matrix
- convex optimization
- linear combination
- high dimensional
- high dimensional data
- sparse matrix
- sparse representation
- semi supervised
- trace norm
- high order
- bayesian networks
- singular values
- rank aggregation
- low rank approximation
- image processing