B-Spline-Based Exact Discretization of Continuous-Domain Inverse Problems With Generalized TV Regularization.
Thomas DebarreJulien FageotHarshit GuptaMichael UnserPublished in: IEEE Trans. Inf. Theory (2019)
Keyphrases
- inverse problems
- continuous domains
- image reconstruction
- global optimization
- regularization methods
- convex optimization
- regularization method
- optimization methods
- continuous variables
- evolutionary computation
- optimization problems
- evolution strategy
- genetic algorithm
- partial differential equations
- higher dimensional
- computationally expensive
- smoothness constraint
- early vision
- evolutionary algorithm
- reinforcement learning
- conditional independence
- super resolution
- computational intelligence
- cost function
- bayesian networks