Xuyi He

A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts

Structured artifacts are semi-regular, repetitive patterns that closely intertwine with genuine image content, making their removal highly challenging. In this paper, we introduce the Scale-Adaptive Deformable Transformer, an network architecture specifically designed to eliminate such artifacts fro…