A deep variational Bayesian framework for blind image deblurring.
Qian ZhaoHui WangZongsheng YueDeyu MengPublished in: Knowl. Based Syst. (2022)
Keyphrases
- bayesian framework
- image deblurring
- total variation regularization
- image restoration
- prior knowledge
- total variation
- generative model
- blind deconvolution
- hyperparameters
- image denoising
- motion deblurring
- image segmentation
- regularization parameter
- blurred images
- posterior distribution
- gaussian process
- expectation maximization
- digital image processing
- maximum a posteriori
- probability density function
- super resolution
- denoising
- image processing
- noisy images
- active contours
- em algorithm
- variational methods
- optical flow