The use of physics-informed neural network approach to image restoration via nonlinear PDE tools.
Neda NamakiM. R. EslahchiRezvan SalehiPublished in: Comput. Math. Appl. (2023)
Keyphrases
- image restoration
- neural network
- modified hopfield neural network
- edge preserving
- total variation
- image processing
- regularization method
- markov random field
- super resolution
- high order
- image deblurring
- blur identification
- wiener filter
- iterative image restoration
- kernel estimation
- regularization parameter
- motion blur
- image deconvolution
- restoration algorithm
- partial differential equations
- blurred images
- nonlinear diffusion
- degraded images
- restoration method
- adaptive neighborhood
- image restoration problems
- color images
- anisotropic diffusion
- higher order
- similarity measure