Posterior Mean Super-resolution with a Causal Gaussian Markov Random Field Prior
Takayuki KatsukiAkira ToriiMasato InouePublished in: CoRR (2011)
Keyphrases
- super resolution
- markov random field prior
- low resolution
- high resolution
- image reconstruction
- image restoration
- low resolution images
- image segmentation
- resolution enhancement
- probability distribution
- high quality
- image resolution
- high resolution images
- motion blur
- super resolution reconstruction
- gaussian noise
- super resolved
- image super resolution
- multi frame
- bayesian framework
- adaptive regularization
- light field
- bayesian networks
- higher resolution
- single frame
- motion estimation
- super resolution algorithm
- probabilistic model
- depth map
- back projection
- reconstruction method
- input image
- image processing