Variational Inverting Network for Statistical Inverse Problems of Partial Differential Equations.
Junxiong JiaYanni WuPeijun LiDeyu MengPublished in: CoRR (2022)
Keyphrases
- inverse problems
- partial differential equations
- image reconstruction
- numerical algorithms
- anisotropic diffusion
- image denoising
- global optimization
- image processing
- numerical solution
- level set
- multiscale
- convex optimization
- energy functional
- regularization method
- optimization problems
- image segmentation
- optimization methods
- evolution equation
- evolutionary algorithm
- curve evolution
- image enhancement
- neural network
- image compression
- variational framework
- sparse representation