A HVS-inspired Attention Map to Improve CNN-based Perceptual Losses for Image Restoration.
Taimoor TariqJuan Luis GonzalezMunchurl KimPublished in: CoRR (2019)
Keyphrases
- image restoration
- human visual system
- total variation
- edge preserving
- super resolution
- image processing
- iterative image restoration
- motion blur
- markov random field
- blurred images
- image deblurring
- regularization method
- adaptive neighborhood
- low level vision
- degraded images
- modified hopfield neural network
- point spread function
- wiener filter
- gaussian noise
- regularization parameter
- maximum a posteriori
- total least squares
- blind image restoration
- image restoration problems
- image prior
- image deconvolution
- blur identification
- optical flow
- high quality
- image segmentation