Geometric MCMC for infinite-dimensional inverse problems.
Alexandros BeskosMark A. GirolamiShiwei LanPatrick E. FarrellAndrew M. StuartPublished in: J. Comput. Phys. (2017)
Keyphrases
- infinite dimensional
- inverse problems
- convex optimization
- image reconstruction
- finite dimensional
- convex sets
- global optimization
- optimization problems
- optimization methods
- partial differential equations
- early vision
- geometric structure
- shape space
- geometric constraints
- multiresolution
- cost function
- higher dimensional
- image segmentation
- high order
- particle filter
- super resolution