Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search.
Masanori SuganumaMete ÖzayTakayuki OkataniPublished in: CoRR (2018)
Keyphrases
- image restoration
- evolutionary search
- total variation
- edge preserving
- image deblurring
- evolutionary algorithm
- super resolution
- markov random field
- image processing
- denoising
- fitness function
- iterative image restoration
- blur identification
- search space
- blind image restoration
- regularization method
- modified hopfield neural network
- feature selection
- regularization parameter
- genetic algorithm
- restoration algorithm
- restoration method
- degraded images
- point spread function
- blurred images
- genetic algorithm ga
- video sequences
- evolutionary process
- motion blur
- search procedure
- motion estimation
- probabilistic model
- multi objective
- adaptive neighborhood
- image restoration problems
- computer vision
- machine learning