Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution.
Ruofan ZhangJinjin GuHaoyu ChenChao DongYulun ZhangWenming YangPublished in: CoRR (2023)
Keyphrases
- super resolution
- trade off
- low resolution
- high resolution
- image resolution
- image reconstruction
- image restoration
- motion estimation
- motion blur
- super resolution reconstruction
- low resolution images
- high quality
- image super resolution
- super resolved
- degraded images
- multi frame
- single frame
- higher resolution
- video super resolution
- adaptive regularization
- high resolution images
- depth map
- computational complexity
- resolution enhancement
- training set
- temporal resolution
- machine learning
- single image super resolution
- super resolution image reconstruction
- back projection
- feature extraction