Statistics for topic image-denoising

RepositoryStats tracks 595,856 Github repositories, of these 54 are tagged with the image-denoising topic. The most common primary language for repositories using this topic is Python (37).

Stargazers over time for topic image-denoising

Most starred repositories for topic image-denoising (view more)

JingyunLiang
SwinIR JingyunLiang
558
4.5k
apache-2.0
53
SwinIR: Image Restoration Using Swin Transformer (official repository)
image-sr denoising deblocking restoration transformer decompression image-denoising image-deblocking low-level-vision super-resolution image-restoration vision-transformer image-super-resolution compression-artifact-reduction real-world-image-super-resolution lightweight-image-super-resolution
Created 2021-08-16
66 commits to main branch, last one 2 years ago
wenbihan
reproducible-image-denoising-state-of-the-art wenbihan
508
2.4k
unknown
117
Collection of popular and reproducible image denoising works.
art cnn arxiv noise summary benchmarking curated-list deep-learning implementation recovery-image image-denoising noise-reduction image-processing inverse-problems state-of-the-art image-restoration denoising-algorithms image-reconstruction performance-analysis reproducible-research
Created 2017-12-30
40 commits to master branch, last one 4 years ago
megvii-research
NAFNet megvii-research
291
2.3k
other
21
The state-of-the-art image restoration model without nonlinear activation functions.
deblur denoise pytorch eccv2022 image-denoising image-deblurring low-level-vision image-restoration stereo-super-resolution
Created 2022-04-10
73 commits to main branch, last one 8 months ago
cszn
DnCNN cszn
538
1.5k
unknown
57
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
pytorch matconvnet image-denoising jpeg-deblocking keras-tensorflow super-resolution residual-learning
Created 2016-08-12
78 commits to master branch, last one 3 years ago
swz30
MPRNet swz30
194
1.2k
other
16
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
cvpr21 pytorch cvpr2021 cvpr-2021 computer-vision image-denoising image-deraining image-deblurring low-level-vision image-restoration multistage-network progressive-restoration
Created 2021-02-04
77 commits to main branch, last one 8 months ago
Kobaayyy
Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision Kobaayyy
119
1.0k
unknown
32
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
227 commits to master branch, last one 2 months ago

Trending repositories for topic image-denoising (view more)

Last 3 days (new repositories)
no newly created repositories trending in the last 3 days
Last 3 days (absolute gain)
LujiaJin
LujiaJin/One-Pot_Multi-Frame_Denoising

The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".

1,016 (+12)
gpl-3.0
megvii-research
megvii-research/NAFNet

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

2,297 (+5)
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,535 (+4)
apache-2.0
Kobaayyy
Kobaayyy/Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,029 (+3)
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.

680 (+2)
mit
Last 3 days (relative gain)
MathieuRita
MathieuRita/SAR_denoising

Denoising framework for SAR images (Synthetic Aperture Radar) based on the FFDNet. Final project of MVA course "Remote sensing data: from sensor to large-scale geospatial data exploitation"

55 (+2%)
mit
LujiaJin
LujiaJin/One-Pot_Multi-Frame_Denoising

The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".

1,016 (+1%)
gpl-3.0
murufeng
murufeng/FUIR

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. ⭐⭐⭐⭐⭐⭐

296 (+0.3%)
apache-2.0
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.

680 (+0.3%)
mit
Kobaayyy
Kobaayyy/Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,029 (+0.3%)
Last week (new repositories)
no newly created repositories trending in the last week
Last week (absolute gain)
LujiaJin
LujiaJin/One-Pot_Multi-Frame_Denoising

The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".

1,016 (+20)
gpl-3.0
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,535 (+17)
apache-2.0
megvii-research
megvii-research/NAFNet

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

2,297 (+9)
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.

680 (+7)
mit
Kobaayyy
Kobaayyy/Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,029 (+5)
Last week (relative gain)
LujiaJin
LujiaJin/One-Pot_Multi-Frame_Denoising

The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".

1,016 (+2%)
gpl-3.0
MathieuRita
MathieuRita/SAR_denoising

Denoising framework for SAR images (Synthetic Aperture Radar) based on the FFDNet. Final project of MVA course "Remote sensing data: from sensor to large-scale geospatial data exploitation"

55 (+2%)
mit
c-yn
c-yn/AdaIR

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

117 (+2%)
mit
c-yn
c-yn/FSNet

[TPAMI] Image Restoration via Frequency Selection

62 (+2%)
mit
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.

680 (+1%)
mit
Last month (new repositories)
no newly created repositories trending in the last month
Last month (absolute gain)
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,535 (+74)
apache-2.0
megvii-research
megvii-research/NAFNet

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

2,297 (+43)
LujiaJin
LujiaJin/One-Pot_Multi-Frame_Denoising

The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".

1,016 (+37)
gpl-3.0
Kobaayyy
Kobaayyy/Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,029 (+22)
Kobaayyy
Kobaayyy/Awesome-ECCV2024-ECCV2020-Low-Level-Vision

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

289 (+12)
Last month (relative gain)
c-yn
c-yn/FSNet

[TPAMI] Image Restoration via Frequency Selection

62 (+19%)
mit
OpenImagingLab
OpenImagingLab/DualDn

[ECCV2024] DualDn: Dual-domain Denoising via Differentiable ISP. :star::triumph::star::skull: SOTA model for real-image denoising. :skull: Both in terms of denoising performance and generalization a...

26 (+18%)
c-yn
c-yn/AdaIR

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

117 (+6%)
mit
Kobaayyy
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

170 (+5%)
ddlee-cn
ddlee-cn/MuLUT

[ECCV 2022 & T-PAMI 2024] Multiple Look-Up Tables for Efficient Image Restoration

96 (+4%)
mit
Last 12-months (new repositories)
c-yn
c-yn/AdaIR

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

117
mit
OpenImagingLab
OpenImagingLab/DualDn

[ECCV2024] DualDn: Dual-domain Denoising via Differentiable ISP. :star::triumph::star::skull: SOTA model for real-image denoising. :skull: Both in terms of denoising performance and generalization a...

26
Last 12-months (absolute gain)
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,535 (+723)
apache-2.0
LujiaJin
LujiaJin/One-Pot_Multi-Frame_Denoising

The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".

1,016 (+565)
gpl-3.0
megvii-research
megvii-research/NAFNet

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

2,297 (+516)
Kobaayyy
Kobaayyy/Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,029 (+482)
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.

680 (+263)
mit
Last 12-months (relative gain)
c-yn
c-yn/AdaIR

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

117 (+1,850%)
mit
c-yn
c-yn/FSNet

[TPAMI] Image Restoration via Frequency Selection

62 (+933%)
mit
Kobaayyy
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

170 (+270%)
hellloxiaotian
hellloxiaotian/CTNet

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

61 (+154%)
shaunhwq
shaunhwq/visual_comparison

A comparison tool to aid image/video enhancement research

38 (+153%)
mit