CVPR2022-Low-Level-Vision

A Collection of Papers and Codes in CVPR2022 related to Low-Level Vision

Related collections for low-level vision

• Awesome-ICCV2021-Low-Level-Vision
• Awesome-CVPR2021/CVPR2020-Low-Level-Vision
• Awesome-ECCV2020-Low-Level-Vision

• Image Restoration

• Super Resolution

• Denoising

• Image Completion/Inpainting

Image Restoration - 图像恢复

Restormer: Efficient Transformer for High-Resolution Image Restoration

• Paper: https://arxiv.org/abs/2111.09881
• Code: https://github.com/swz30/Restormer
• Tags: Transformer

Uformer: A General U-Shaped Transformer for Image Restoration

• Paper: https://arxiv.org/abs/2106.03106
• Code: https://github.com/ZhendongWang6/Uformer
• Tags: Transformer

Super Resolution - 超分辨率

Image Super Resolution

Reflash Dropout in Image Super-Resolution

• Paper: https://arxiv.org/abs/2112.12089
• Code: https://github.com/Xiangtaokong/Reflash-Dropout-in-Image-Super-Resolution

Learning the Degradation Distribution for Blind Image Super-Resolution

• Paper: https://arxiv.org/abs/2203.04962
• Code: https://github.com/greatlog/UnpairedSR
• Tags: Blind SR

Video Super Resolution

BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment

• Paper: https://arxiv.org/abs/2104.13371
• Code: https://github.com/ckkelvinchan/BasicVSR_PlusPlus

Denoising - 去噪

Self-Supervised Image Denoising via Iterative Data Refinement

• Paper: https://arxiv.org/abs/2111.14358
• Code: https://github.com/zhangyi-3/IDR
• Tags: Self-Supervised

Image Completion/Inpainting - 图像修复

Bridging Global Context Interactions for High-Fidelity Image Completion

• Paper: https://arxiv.org/abs/2104.00845
• Code: https://github.com/lyndonzheng/TFill