A Diffusion-Based Prior-Enhanced Attention Network for Improving Semantic Accuracy in Scene Text Image Super-Resolution

The proposed Prior-Enhanced Attention Network (PEAN) leverages an attention-based modulation module and a diffusion-based text prior enhancement module to simultaneously improve the visual structure and semantic accuracy of super-resolved scene text images.