Mutual Information Regularized Bayesian Framework for Multiple Image Restoration.
Yunqiang ChenHongcheng WangTong FangJason TyanPublished in: ICCV (2005)
Keyphrases
- image restoration
- bayesian framework
- mutual information
- regularization method
- total least squares
- edge preserving
- generative model
- total variation
- prior knowledge
- regularization parameter
- markov random field
- hyperparameters
- gaussian process
- posterior probability
- maximum a posteriori
- restored image
- blurred images
- degraded images
- iterative image restoration
- image deblurring
- image processing
- posterior distribution
- probability density function
- super resolution
- feature selection
- tikhonov regularization
- wiener filter
- restoration algorithm
- blind image restoration
- image restoration problems
- mrf model
- prior distribution
- expectation maximization
- similarity measure
- modified hopfield neural network
- image registration
- regularization methods