Synthetic Images as a Regularity Prior for Image Restoration Neural Networks.
Raphaël AchddouYann GousseauSaïd LadjalPublished in: SSVM (2021)
Keyphrases
- markov random field models
- image restoration
- neural network
- edge preserving
- image prior
- total variation
- prior knowledge
- markov random field
- image processing
- super resolution
- wiener filter
- regularization parameter
- iterative image restoration
- image deblurring
- motion blur
- total least squares
- degraded images
- restoration method
- blur identification
- blurred images
- restored image
- regularization method
- maximum a posteriori
- high resolution
- blind image restoration
- modified hopfield neural network
- point spread function
- image deconvolution
- low level vision
- em algorithm
- computer vision