A Deep Variational Bayesian Framework for Blind Image Deblurring.
Hui WangZongsheng YueQian ZhaoDeyu MengPublished in: CoRR (2021)
Keyphrases
- bayesian framework
- image deblurring
- total variation regularization
- blind deconvolution
- image restoration
- motion deblurring
- prior knowledge
- generative model
- total variation
- gaussian process
- hyperparameters
- image denoising
- probability density function
- maximum a posteriori
- image segmentation
- blurred images
- expectation maximization
- regularization parameter
- posterior distribution
- optical flow
- computational complexity
- digital image processing
- markov random field
- natural images
- synthetic and real images
- variational methods
- bayesian networks