Dual-former: Hybrid self-attention transformer for efficient image restoration.
Sixiang ChenTian YeYun LiuErkang ChenPublished in: Digit. Signal Process. (2024)
Keyphrases
- image restoration
- total variation
- edge preserving
- image processing
- super resolution
- tomographic image reconstruction
- modified hopfield neural network
- image deblurring
- regularization parameter
- motion blur
- markov random field
- markov random field models
- low level vision
- blurred images
- iterative image restoration
- gaussian noise
- restoration algorithm
- blur identification
- wiener filter
- point spread function
- regularization method
- restoration method
- kernel estimation
- degraded images
- adaptive neighborhood
- image restoration problems
- high resolution
- low level vision tasks
- computer vision