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image-denoising

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SwinIR: Image Restoration Using Swin Transformer (official repository)

image-super-resolution image-denoising compression-artifact-reduction image-deblocking transformer real-world-image-super-resolution lightweight-image-super-resolution image-restoration low-level-vision vision-transformer restoration super-resolution denoising decompression

Python

5032

591

1 年前

megvii-research / NAFNet

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

deblur denoise stereo-super-resolution eccv2022 image-deblurring image-denoising image-restoration low-level-vision PyTorch

Python

2631

341

1 年前

wenbihan / reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

image-denoising benchmarking state-of-the-art reproducible-research implementation curated-list summary inverse-problems image-restoration 图像处理 performance-analysis image-reconstruction noise noise-reduction 深度学习 cnn arxiv art

2479

511

4 年前

cszn / DnCNN

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

image-denoising residual-learning super-resolution PyTorch keras-tensorflow

MATLAB

1602

547

4 年前

Kobaayyy / Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

cvpr2020 机器视觉 low-level-vision super-resolution image-reconstruction image-deraining image-deblurring image-restoration image-denoising image-enhancement image-quality-assessment cvpr2021 Frame Interpolation cvpr2024 图像处理 image-compression

1450

149

1 个月前

swz30 / MPRNet

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

image-deblurring image-denoising image-deraining low-level-vision 机器视觉 image-restoration multistage-network progressive-restoration PyTorch cvpr2021

Python

1318

199

1 年前

LujiaJin / One-Pot_Multi-Frame_Denoising

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

image-denoising unsupervised-learning

Python

1148

2 年前

ZhendongWang6 / Uformer

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

深度学习 PyTorch image-restoration image-denoising image-deblurring image-deraining

Python

889

124

5 个月前

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.

diffusion-models image-restoration prompt vision-language image-deblurring image-denoising image-deraining low-level-vision PyTorch 深度学习

Python

777

1 年前

cszn / SCUNet

Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)

image-denoising

Python

749

2 年前

swz30 / MIRNet

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

image-denoising super-resolution image-enhancement image-restoration low-level-vision 机器视觉 attention-mechanism PyTorch eccv2020

Python

704

1 年前

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

compression compression-artifact-reduction 机器视觉 denoising eccv2022 image-denoising 图像处理 image-restoration image-super-resolution jpeg low-level-vision super-resolution transformer 深度学习 vision-transformer swinir

Python

646

1 年前

cszn / IRCNN

Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)

image-deblurring image-restoration image-denoising image-inpainting

MATLAB

610

170

4 年前

cuixing158 / Awesome-CV-MasterHub

🔥 🔥 🔥 A paper list of some recent Computer Vision(CV) works

Awesome Lists image-captioning image-classification image-denoising image-enhancement image-generation keypoint-detection object-detection panoptic-segmentation pose-estimation video-generation video-understanding vision-transformer paper-list image-segmentation low-level-vision

590

14 小时前

swz30 / CycleISP

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

image-denoising low-level-vision 机器视觉 image-restoration PyTorch cvpr2020

Python

542

1 年前

GuoShi28 / CBDNet

Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019

MATLAB Python image-denoising

Python

526

4 年前

cszn / FFDNet

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

image-denoising image-restoration cnn convolutional-neural-network 深度学习

MATLAB

515

129

4 年前

jiaxi-jiang / FBCNN

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

image-restoration 深度学习 iccv2021 PyTorch 机器视觉图像处理 image-denoising jpeg-compression image-forensics image-compression

Python

496

1 年前

swz30 / MIRNetv2

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

denoising high-resolution image-denoising image-enhancement 图像处理 image-restoration low-level-vision PyTorch

Python

454

1 年前

va1shn9v / PromptIR

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

image-denoising image-deraining image-restoration low-level-vision PyTorch

Python

445

1 年前