The Influence of Regularization Parameter on Error Bound in Super-Resolution Reconstruction.
Minmin ShenPing XueCi WangPublished in: PCM (2008)
Keyphrases
- error bounds
- regularization parameter
- super resolution reconstruction
- image restoration
- super resolution
- low resolution
- cross validation
- space time
- theoretical analysis
- high resolution
- hyperparameters
- low resolution images
- motion estimation
- multi frame
- worst case
- image super resolution
- high resolution images
- random sampling
- model selection
- computer vision
- edge preserving
- interpolation method
- image patches
- closed form
- noise level
- bayesian framework
- image reconstruction
- sample size
- upper bound
- pairwise
- image processing
- machine learning