Fast Low-Rank Bayesian Matrix Completion With Hierarchical Gaussian Prior Models.
Linxiao YangJun FangHuiping DuanHongbin LiBing ZengPublished in: IEEE Trans. Signal Process. (2018)
Keyphrases
- matrix completion
- low rank
- image prior
- missing data
- convex optimization
- maximum likelihood
- rank minimization
- matrix factorization
- linear combination
- low rank matrix
- image restoration
- singular value decomposition
- norm minimization
- high dimensional data
- semi supervised
- singular values
- high order
- kernel matrix
- image denoising
- bayesian networks
- trace norm
- prior information
- incomplete data
- total variation
- natural images
- bayesian inference
- markov random field
- high dimensional
- feature vectors
- data analysis