RouteWinFormer selects a few relevant nearby windows per image patch and reports state-of-the-art PSNR on eight named restoration benchmarks across defocus deblurring, desnowing, dehazing, and deraining.
Efficient frequency domain-based transformers for high-quality image deblur- ring
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RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration
RouteWinFormer selects a few relevant nearby windows per image patch and reports state-of-the-art PSNR on eight named restoration benchmarks across defocus deblurring, desnowing, dehazing, and deraining.