Relaxed Majorization-Minimization for Non-smooth and Non-convex Optimization.
Chen XuZhouchen LinZhenyu ZhaoHongbin ZhaPublished in: CoRR (2015)
Keyphrases
- convex optimization
- norm minimization
- interior point methods
- total variation
- objective function
- regularization term
- basis pursuit
- minimization problems
- convex optimization problems
- convex relaxation
- low rank
- semidefinite program
- optimal solution
- semi definite programming
- image restoration
- denoising
- efficient optimization
- low rank matrix
- convex constraints
- convex formulation
- higher order
- multiscale
- image sequences
- image segmentation
- learning algorithm