Frequency Prompt Guided Transformer for Effective Image Restoration

The core message of this article is that by exploring useful frequency characteristics as prompts, the proposed FPro method can effectively guide deep image restoration models to recover clear images with finer details and non-local structures, outperforming state-of-the-art approaches on various image restoration tasks.