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