On the unreasonable vulnerability of transformers for image restoration - and an easy fix.
Shashank AgnihotriKanchana Vaishnavi GandikotaJulia GrabinskiParamanand ChandramouliMargret KeuperPublished in: ICCV (Workshops) (2023)
Keyphrases
- image restoration
- total variation
- edge preserving
- image processing
- computer vision and image processing
- super resolution
- blurred images
- motion blur
- blind image restoration
- regularization parameter
- wiener filter
- modified hopfield neural network
- blur identification
- iterative image restoration
- markov random field
- restoration method
- point spread function
- adaptive neighborhood
- low level vision
- total least squares
- gauss markov
- image restoration problems
- degraded images
- markov random field models
- regularization method
- restored image
- image deblurring
- regularization term
- similarity measure