Amortised MAP Inference for Image Super-resolution.
Casper Kaae SønderbyJose CaballeroLucas TheisWenzhe ShiFerenc HuszárPublished in: ICLR (2017)
Keyphrases
- image super resolution
- map inference
- maximum a posteriori
- graphical models
- markov random field
- map estimation
- image labeling
- super resolution
- dictionary learning
- low resolution
- edge preserving
- image registration
- image reconstruction
- maximum likelihood
- high resolution
- expectation maximization
- image restoration
- sparse representation
- belief propagation
- em algorithm
- high quality
- graph cuts
- higher order
- energy function
- supervised learning
- probabilistic model
- pairwise