On quantization of convolutional neural networks for image restoration.
Youngil SeoIrina KimJeongguk LeeWooseok ChoiSeongwook SongPublished in: Imaging Sensors and Systems (2022)
Keyphrases
- image restoration
- convolutional neural networks
- total variation
- edge preserving
- image processing
- super resolution
- regularization parameter
- markov random field
- degraded images
- iterative image restoration
- image deblurring
- modified hopfield neural network
- adaptive neighborhood
- point spread function
- regularization method
- low level vision
- blind image restoration
- wiener filter
- motion blur
- image deconvolution
- restoration algorithm
- restoration method
- total least squares
- image restoration problems
- higher order
- computational complexity
- image segmentation