Conditioned Regression Models for Non-blind Single Image Super-Resolution.
Gernot RieglerSamuel SchulterMatthias RütherHorst BischofPublished in: ICCV (2015)
Keyphrases
- regression model
- single image super resolution
- sparse coding
- super resolution
- dictionary learning
- image patches
- low resolution
- model selection
- high resolution
- regression methods
- sparse representation
- natural images
- regression analysis
- high resolution images
- explanatory variables
- compressive sensing
- linear combination
- image classification
- image processing
- unsupervised learning
- generative model
- image restoration
- dimensionality reduction
- supervised learning
- image features
- probabilistic model
- image prior