Posterior Mean Super-Resolution with a Compound Gaussian Markov Random Field Prior
Takayuki KatsukiMasato InouePublished in: CoRR (2012)
Keyphrases
- super resolution
- markov random field prior
- low resolution
- high resolution
- image reconstruction
- image restoration
- motion estimation
- image segmentation
- low resolution images
- high quality
- image resolution
- motion blur
- super resolution reconstruction
- multi frame
- adaptive regularization
- resolution enhancement
- super resolved
- high resolution images
- video super resolution
- bayesian framework
- image super resolution
- maximum likelihood
- higher resolution
- light field
- probability distribution
- gaussian noise
- image registration
- single image super resolution
- depth map
- back projection
- single frame
- posterior distribution
- expectation maximization
- video sequences