Abstract: Triggered by the success of transformers in various visual tasks, the spatial self-attention mechanism has recently attracted more and more attention in the computer vision community.

This is a simple baseline (ESRGAN) trained using synthetic data from our CVPR paper MARCONet. This model is trained on Chinese and English Characters. When the degradation is not severe, it may also ...