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image-denoising

Here are 277 public repositories matching this topic...

JingyunLiang / SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

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

Updated May 14, 2024
Python

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

Collection of popular and reproducible image denoising works.

Updated Dec 5, 2021

megvii-research / NAFNet

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

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

Updated Jul 3, 2024
Python

cszn / DnCNN

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

pytorch matconvnet super-resolution image-denoising residual-learning keras-tensorflow jpeg-deblocking

Updated Oct 9, 2021
MATLAB

swz30 / MPRNet

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

computer-vision pytorch image-denoising image-restoration image-deblurring low-level-vision multistage-network image-deraining cvpr2021 progressive-restoration cvpr21 cvpr-2021

Updated Apr 18, 2024
Python

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

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

computer-vision image-reconstruction image-processing image-compression super-resolution image-denoising image-restoration image-deblurring image-enhancement frame-interpolation image-quality-assessment low-level-vision image-dehazing image-demoireing cvpr2020 image-deraining cvpr2021 cvpr2024 c-v-p-r

Updated Oct 18, 2024

LujiaJin / One-Pot_Multi-Frame_Denoising

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

unsupervised-learning image-denoising

Updated Sep 15, 2023
Python

ZhendongWang6 / Uformer

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

deep-learning pytorch image-denoising image-restoration image-deblurring image-demoireing image-deraining

Updated Oct 24, 2024
Python

swz30 / MIRNet

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

computer-vision pytorch attention-mechanism super-resolution image-denoising image-restoration image-enhancement low-level-vision eccv2020 multi-resolution-streams

Updated Apr 18, 2024
Python

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.

deep-learning prompt pytorch image-denoising image-restoration image-deblurring low-level-vision shadow-removal image-dehazing face-inpainting vision-language diffusion-models low-light-image-enhancement image-deraining jpeg-artifacts-removal image-desnowing

Updated Aug 7, 2024
Python

cszn / SCUNet

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

image-denoising degradation-model real-world-image-denoising blind-image-denoising practical-image-denoising

Updated Dec 15, 2023
Python

cszn / IRCNN

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

image-inpainting image-denoising image-restoration image-deblurring single-image-super-resolution color-demosaicking deep-model

Updated Oct 9, 2021
MATLAB

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

Updated Aug 19, 2024
Python

swz30 / CycleISP

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

computer-vision pytorch image-denoising image-restoration low-level-vision data-synthesis raw2rgb cvpr2020 camera-imaging-pipeline cycleisp rgb2raw

Updated Sep 24, 2024
Python

GuoShi28 / CBDNet

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

python matlab matconvnet image-denoising real-world-image-denoising

Updated Dec 13, 2021
Python

cszn / FFDNet

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

deep-learning cnn convolutional-neural-network image-denoising image-restoration

Updated Oct 9, 2021
MATLAB

swz30 / MIRNetv2

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

image-processing pytorch high-resolution image-denoising image-restoration denoising contrast-enhancement image-enhancement low-level-vision tpami defocus-deblurring low-light-image-enhancement

Updated Apr 18, 2024
Python

jiaxi-jiang / FBCNN

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

computer-vision deep-learning image-processing pytorch image-compression image-forensics image-denoising image-restoration jpeg-deblocking jpeg-compression iccv2021 fbcnn jpeg-artifacts-removal

Updated Apr 19, 2024
Python

wbhu / DnCNN-tensorflow

A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

tensorflow image-denoising residual-learning dncnn

Updated Apr 14, 2019
Python

va1shn9v / PromptIR

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

pytorch image-denoising image-restoration low-level-vision image-dehazing image-deraining

Updated Apr 28, 2024
Python

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