Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search.
Masanori SuganumaMete OzayTakayuki OkataniPublished in: ICML (2018)
Keyphrases
- image restoration
- evolutionary search
- edge preserving
- total variation
- super resolution
- image processing
- markov random field
- evolutionary algorithm
- denoising
- image deblurring
- motion blur
- iterative image restoration
- blind image restoration
- regularization parameter
- modified hopfield neural network
- blurred images
- point spread function
- adaptive neighborhood
- restoration algorithm
- regularization method
- image restoration problems
- blur identification
- feature selection
- restoration method
- fitness function
- restricted boltzmann machine
- high resolution
- similarity measure
- search procedure