Posterior-Mean Super-Resolution With a Causal Gaussian Markov Random Field Prior.
Takayuki KatsukiAkira ToriiMasato InouePublished in: IEEE Trans. Image Process. (2012)
Keyphrases
- super resolution
- markov random field prior
- low resolution
- high resolution
- image reconstruction
- image restoration
- low resolution images
- image segmentation
- high quality
- high resolution images
- motion estimation
- resolution enhancement
- multi frame
- motion blur
- probability distribution
- super resolved
- image resolution
- bayesian networks
- super resolution reconstruction
- video super resolution
- gaussian noise
- maximum likelihood
- single frame
- adaptive regularization
- probabilistic model
- image super resolution
- high resolution video
- depth map
- bayesian framework
- motion compensation
- multiscale
- super resolution algorithm
- single image super resolution
- light field
- reconstruction method
- image processing