Bayesian Image Reconstruction using Deep Generative Models.
Razvan V. MarinescuDaniel MoyerPolina GollandPublished in: CoRR (2020)
Keyphrases
- image reconstruction
- generative model
- posterior probability
- probabilistic model
- super resolution
- mixture model
- em algorithm
- bayesian framework
- reconstruction method
- discriminative models
- prior knowledge
- discriminative learning
- deep belief networks
- emission computed tomography
- hierarchical hidden markov models
- bayesian inference
- maximum likelihood
- conditional random fields
- maximum a posteriori
- bayesian networks
- object categories
- semi supervised
- image reconstruction algorithms
- deep learning
- data sets
- semi supervised learning