Blur2Blur

The state-of-the-art image restoration model without nonlinear activation functions.

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

[ECCV 2022] LEDNet: Joint Low-light Enhancement and Deblurring in the Dark

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

Deep learning in motion deblurring: current status, benchmarks and future prospects[J], The Visual Computer, 2024.

Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer

ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration

On-Demand Learning for Deep Image Restoration (ICCV 2017)