When Fast Fourier Transform Meets Transformer for Image Restoration
Summary
This article summarizes a ECCV 2024 paper introducing SFHformer, a framework that integrates Fast Fourier Transform with a Transformer for image restoration. It highlights the dual-domain architecture blending spatial detail with frequency-domain global context, frequency-aware coding, and extensive experiments across multiple restoration tasks, with open-source code and pretrained models available.