image-denoising · GitHub Topics

SwinIR: Image Restoration Using Swin Transformer (official repository)

翻译 - SwinIR：使用 Swin Transformer 的图像恢复

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 4.7 k

10 个月前

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

#计算机科学#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

2.44 k

3 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 2.41 k

8 个月前

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 1.51 k

3 年前

swz30 / MPRNet

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

翻译 - “多阶段渐进式图像恢复”(CVPR 2021) 的官方存储库。图像去模糊、去雨和去噪的 SOTA 结果。

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

Python 1.24 k

1 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

1.16 k

19 小时前

LujiaJin / One-Pot_Multi-Frame_Denoising

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

image-denoising unsupervised-learning

Python 1.08 k

1 年前

ZhendongWang6 / Uformer

#计算机科学#[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 846

5 个月前

Algolzw / daclip-uir

#计算机科学#[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 723

7 个月前

cszn / SCUNet

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

image-denoising

Python 690

1 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 680

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 606

3 年前

mv-lab / swin2sr

#计算机科学#[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-...

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 602

7 个月前

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 522

6 个月前

GuoShi28 / CBDNet

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

MATLAB Python image-denoising

Python 508

3 年前

cszn / FFDNet

#计算机科学#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 485

3 年前

jiaxi-jiang / FBCNN

#计算机科学#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 461

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 432

1 年前