On the unreasonable vulnerability of transformers for image restoration - and an easy fix.
Shashank AgnihotriKanchana Vaishnavi GandikotaJulia GrabinskiParamanand ChandramouliMargret KeuperPublished in: CoRR (2023)
Keyphrases
- image restoration
- edge preserving
- total variation
- markov random field
- computer vision and image processing
- image processing
- super resolution
- regularization parameter
- motion blur
- image deconvolution
- blurred images
- gaussian noise
- iterative image restoration
- restoration method
- image restoration problems
- low level vision
- restoration algorithm
- regularization method
- wiener filter
- image deblurring
- total least squares
- point spread function
- modified hopfield neural network
- markov random field models
- neural network
- blind image restoration
- regularization methods
- image reconstruction
- computer vision