Tag
SFHformer introduces Fast Fourier Transform into Transformer architecture for efficient image restoration, achieving state-of-the-art on ten tasks including deraining, dehazing, and super-resolution. The paper was accepted at ECCV 2024 with an extension SWFormer released in 2025.