Posterior mean super-resolution with a compound Gaussian Markov random field prior.
Takayuki KatsukiMasato InouePublished in: ICASSP (2012)
Keyphrases
- super resolution
- markov random field prior
- low resolution
- high resolution
- image reconstruction
- image restoration
- super resolved
- image segmentation
- low resolution images
- motion estimation
- resolution enhancement
- super resolution reconstruction
- motion blur
- high quality
- multi frame
- high resolution images
- probability distribution
- image super resolution
- single image super resolution
- image resolution
- adaptive regularization
- bayesian framework
- maximum likelihood
- single frame
- image patches
- higher resolution
- light field
- probabilistic model
- video super resolution
- back projection
- image prior
- posterior distribution
- maximum a posteriori
- high resolution video
- image processing