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A curated list of resources for Image and Video Deblurring
Created
2019-07-17
380 commits to master branch, last one 28 days ago
The state-of-the-art image restoration model without nonlinear activation functions.
Created
2022-04-10
73 commits to main branch, last one 2 months ago
[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
[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
A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision
c-v-p-r
cvpr2020
cvpr2021
cvpr2024
image-dehazing
computer-vision
image-denoising
image-deraining
image-deblurring
image-demoireing
image-processing
low-level-vision
super-resolution
image-compression
image-enhancement
image-restoration
frame-interpolation
image-reconstruction
image-quality-assessment
Created
2020-06-19
209 commits to master branch, last one 4 days 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
Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
Created
2017-04-05
76 commits to master branch, last one 2 years ago
Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
Created
2018-02-12
42 commits to master branch, last one 4 years 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
Simple framework for image and video deblurring, implemented by PyTorch
Created
2021-03-22
89 commits to main branch, last one 5 months ago
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
[ECCV 2022] LEDNet: Joint Low-light Enhancement and Deblurring in the Dark
Created
2022-07-04
13 commits to master branch, last one about a year ago
KBNet: Kernel Basis Network for Image Restoration
Created
2023-03-04
9 commits to main branch, last one about a year ago
This is a survey that reviews deep learning models and benchmark datasets related to blind motion deblurring and provides a comprehensive evaluation of these models.
Created
2023-12-27
93 commits to main branch, last one 17 days 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
Code for paper: Memory Augment is All Your Need for image restoration(cloud,rain,shadow removal, low-light image enhancement, image deblur)即插即用提点的记忆模块
Created
2021-11-03
127 commits to main branch, last one 4 months ago
A Collection of Low Level Vision Research Groups
Created
2023-04-26
37 commits to main branch, last one 3 days ago
MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MATLAB Package of Iterative Regularization Methods and Large-Scal...
Created
2018-07-01
36 commits to master branch, last one 2 years ago
Compound Multi-branch Feature Fusion for Real Image Restoration
Created
2021-09-12
148 commits to main branch, last one 7 months ago
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
Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer
Created
2023-02-01
34 commits to main branch, last one 3 months ago
Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration
Created
2023-05-23
5 commits to main branch, last one 10 months ago
A curated list of resources for Low-level Vision Tasks
Created
2021-03-03
122 commits to main branch, last one 6 months ago
[TPAMI] Image Restoration via Frequency Selection
Created
2023-11-03
6 commits to main branch, last one 2 months ago
[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