17 results found Sort:

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1.6k
other
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[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
Created 2021-10-19
44 commits to main branch, last one about a month ago
185
1.1k
other
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[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
Created 2021-02-04
77 commits to main branch, last one about a month ago
[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
Created 2021-06-03
23 commits to main branch, last one about a year ago
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
Created 2023-09-30
39 commits to main branch, last one about a month ago
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282
other
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PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
Created 2023-06-14
24 commits to main branch, last one about a month ago
29
268
apache-2.0
4
A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐
Created 2022-05-16
48 commits to main branch, last one 2 years ago
A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation
Created 2021-08-12
40 commits to main branch, last one 2 years ago
23
179
mit
3
KBNet: Kernel Basis Network for Image Restoration
Created 2023-03-04
9 commits to main branch, last one about a year ago
A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction
Created 2020-09-01
26 commits to master branch, last one 2 years ago
7
86
mit
3
[ICLR 2023] Selective Frequency Network for Image Restoration
Created 2023-04-12
17 commits to main branch, last one 6 months ago
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apache-2.0
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Compound Multi-branch Feature Fusion for Real Image Restoration
Created 2021-09-12
148 commits to main branch, last one 7 months ago
4
74
mit
2
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
Created 2024-03-19
10 commits to main branch, last one about a month ago
4
39
mit
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Official repository for the paper "Image Deraining Transformer".
Created 2022-07-11
12 commits to main branch, last one about a year ago
1
29
mit
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[TPAMI] Image Restoration via Frequency Selection
Created 2023-11-03
6 commits to main branch, last one 2 months ago
4
28
mit
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[Knowledge-Based Systems] Exploring the Potential of Channel Interactions for Image Restoration
Created 2023-11-02
5 commits to main branch, last one 2 months ago