Probabilistic Numerical Methods for PDE-constrained Bayesian Inverse Problems.

Jon Cockayne Chris J. Oates Tim Sullivan Mark A. Girolami

Published in: CoRR (2017)

Keyphrases

super resolution
inverse problems
numerical methods
partial differential equations
image reconstruction
bayesian networks

anisotropic diffusion
image denoising
differential equations
image processing
level set
finite difference method

global optimization
multiscale
image enhancement
energy functional
denoising
diffusion equation

numerical scheme
medical images
natural images
objective function
nonlinear diffusion