Closed-Form Solutions to A Category of Nuclear Norm Minimization Problems
Guangcan LiuJu SunShuicheng YanPublished in: CoRR (2010)
Keyphrases
- minimization problems
- closed form solutions
- nuclear norm
- total variation
- closed form
- low rank
- point correspondences
- special case
- cutting plane
- constrained optimization
- image denoising
- image restoration
- convex optimization
- mumford shah
- high resolution
- image processing
- linear combination
- low rank matrix
- interior point
- matrix factorization
- data sets
- singular value decomposition
- missing data