Image Restoration with Deep Generative Models.
Raymond A. YehTeck-Yian LimChen ChenAlexander G. SchwingMark Hasegawa-JohnsonMinh N. DoPublished in: ICASSP (2018)
Keyphrases
- image restoration
- generative model
- total variation
- probabilistic model
- deep belief networks
- mixture model
- markov random field
- discriminative models
- discriminative learning
- image processing
- prior knowledge
- super resolution
- em algorithm
- bayesian framework
- posterior probability
- degraded images
- conditional random fields
- high quality
- deep learning
- pairwise
- hidden variables
- semi supervised
- belief propagation
- unsupervised learning
- maximum likelihood