The split Bregman algorithm applied to PDE-constrained optimization problems with total variation regularization.
Ole Løseth ElvetunBjørn Fredrik NielsenPublished in: Comput. Optim. Appl. (2016)
Keyphrases
- constrained optimization problems
- augmented lagrangian
- total variation regularization
- objective function
- constrained optimization
- total variation
- cost function
- expectation maximization
- penalty function
- image processing
- bayesian framework
- optimization algorithm
- linear programming
- optimization problems
- denoising
- evolutionary algorithm
- search space
- particle swarm optimization
- optimization method
- convergence rate
- np hard
- optimal solution
- computer vision