Single image super-resolution using Gaussian process regression.
He HeWan-Chi SiuPublished in: CVPR (2011)
Keyphrases
- gaussian process regression
- single image super resolution
- sparse coding
- super resolution
- dictionary learning
- low resolution
- image patches
- gaussian processes
- gaussian process
- sparse representation
- natural images
- high resolution
- learning algorithm
- high quality
- feature extraction
- image reconstruction
- generative model
- unsupervised learning
- co occurrence
- supervised learning
- motion estimation
- multiscale
- image processing