Optimal Smoothing of Binary Markov Sequences by Genetic Algorithms and Its Application to Image Restoration.
Toshiharu HatanakaKatsuji UosakiTakayuki UetaPublished in: International Conference on Evolutionary Computation (1996)
Keyphrases
- image restoration
- image filtering
- generalized cross validation
- regularization parameter
- total variation
- edge preserving
- edge preserving regularization
- image processing
- iterative image restoration
- super resolution
- markov random field
- image deconvolution
- low level vision
- image processing and computer vision
- image restoration problems
- wiener filter
- alternating minimization algorithm
- regularization method
- blurred images
- neural network
- image deblurring
- blur identification
- point spread function
- total least squares
- motion blur
- modified hopfield neural network
- gaussian noise
- restoration method
- degraded images
- adaptive neighborhood
- noise removal
- higher order
- image prior