Efficient Learning of Image Super-Resolution and Compression Artifact Removal with Semi-Local Gaussian Processes.
Younghee KwonKwang In KimJames TompkinJin Hyung KimChristian TheobaltPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2015)
Keyphrases
- gaussian processes
- efficient learning
- image super resolution
- gaussian process
- low resolution
- super resolution
- image registration
- high resolution
- sparse representation
- maximum a posteriori
- hyperparameters
- image patches
- multi task
- learning algorithm
- prior information
- image restoration
- training data
- pattern languages
- feature extraction
- image processing