Alternative Underwater Image Restoration Based on Unsupervised Learning and Autoencoder with Degradation Block.
Claudio D. MelloBryan U. MoreiraPaulo L. J. Drews-JrSilvia S. C. BotelhoPublished in: LARS/SBR/WRE (2020)
Keyphrases
- image restoration
- unsupervised learning
- degraded images
- total variation
- image processing
- edge preserving
- super resolution
- supervised learning
- regularization parameter
- markov random field
- motion blur
- image deblurring
- wiener filter
- regularization method
- restoration algorithm
- dimensionality reduction
- model selection
- blurred images
- gaussian noise
- image deconvolution
- low level vision
- iterative image restoration
- modified hopfield neural network
- semi supervised
- expectation maximization
- point spread function
- feature selection
- object recognition
- mathematical morphology
- denoising
- restoration method
- kernel estimation
- blur identification
- blind image restoration
- adaptive neighborhood
- image restoration problems
- image quality