#Image-denoising

Showing 20 of 20 repositories tagged #image-denoising, ranked by stars

JingyunLiang
JingyunLiang
SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

Score
100
★ 5.5k ⑂ 658 +11/day
Python
wenbihan
wenbihan
reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

Score
88
★ 2.5k ⑂ 507
Kobaayyy
Kobaayyy
Awesome-CVPR2026-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision

Score
100
★ 1.7k ⑂ 166 +3/day
swz30
swz30
MPRNet

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

Score
69
★ 1.4k ⑂ 206 +1/day
Python
ZhendongWang6
ZhendongWang6
Uformer

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

Score
0
★ 942 ⑂ 133
Python
Algolzw
Algolzw
daclip-uir

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

Score
62
★ 814 ⑂ 51
Python
swz30
swz30
MIRNet

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

Score
56
★ 721 ⑂ 97
Python
mv-lab
mv-lab
swin2sr

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

Score
50
★ 689 ⑂ 82
Python
swz30
swz30
CycleISP

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

Score
38
★ 574 ⑂ 79
Python
cszn
cszn
FFDNet

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)

Score
44
★ 558 ⑂ 135 +1/day
MATLAB
jiaxi-jiang
jiaxi-jiang
FBCNN

Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"

Score
31
★ 523 ⑂ 51
Python
Kobaayyy
Kobaayyy
Awesome-ECCV2026-ECCV2024-ECCV2020-Low-Level-Vision

A Collection of Papers and Codes for ECCV2026/ECCV2024/ECCV2020 Low Level Vision

Score
94
★ 365 ⑂ 28
Jackpopc
Jackpopc
aiLearnNotes

Artificial Intelligence Learning Notes.

Score
25
★ 276 ⑂ 61
Python
Kobaayyy
Kobaayyy
Awesome-ICCV2025-ICCV2021-Low-Level-Vision

A Collection of Papers and Codes for ICCV2025/ICCV2021 Low Level Vision

Score
75
★ 248 ⑂ 96
Kobaayyy
Kobaayyy
Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

Score
81
★ 245 ⑂ 14
491506870
491506870
PRIDNet

Code for the paper "Pyramid Real Image Denoising Network"

Score
19
★ 89 ⑂ 15
Python
Reyhanehne
Reyhanehne
CVF-SID_PyTorch

Official implementation of the paper "CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image" (CVPR 2022)

Score
12
★ 79 ⑂ 11
Python
hellloxiaotian
hellloxiaotian
CTNet

A cross Transformer for image denoising(Information Fusion, 2024)

Score
6
★ 77 ⑂ 8
Python
eth-siplab
eth-siplab
RAP

Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration

Score
0
★ 72 ⑂ 0
jbramburger
jbramburger
Data-Science-Methods

This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

Score
0
★ 55 ⑂ 12
MATLAB
Related Topics
#image-restoration#computer-vision#deep-learning#low-level-vision#image-deblurring#pytorch#image-processing#image-deraining#super-resolution#image-enhancement#cnn#image-dehazing

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