Spike and slab variational inference for blind image deconvolution.
Juan G. SerraJavier MateosRafael MolinaAggelos K. KatsaggelosPublished in: ICIP (2017)
Keyphrases
- variational inference
- blind image deconvolution
- bayesian inference
- gaussian process
- topic models
- probabilistic model
- image restoration
- posterior distribution
- variational methods
- mixture model
- closed form
- approximate inference
- latent variables
- noisy images
- bayesian framework
- markov networks
- image processing
- multiscale
- level set
- optical flow