image-deblurring

There are 12 repositories under image-deblurring topic.

subeeshvasu / Awesome-Deblurring
A curated list of resources for Image and Video Deblurring
image-deblurring video-deblurring image-deconvolution stereo-deblurring burst-deblurring motion-blur kernel-estimation camera-shake deep-learning restoration deblurring defocus-deblurring motion-deblurring defocus-blur
2250
megvii-research / NAFNet
The state-of-the-art image restoration model without nonlinear activation functions.
deblur denoise eccv2022 image-deblurring image-denoising image-restoration low-level-vision pytorch stereo-super-resolution
Language:Python 1992
swz30 / Restormer
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
cvpr2022 defocus-deblurring efficient-transformers high-resolution image-deblurring image-deraining image-restoration low-level-vision motion-deblurring pytorch transformer
Language:Python 1532
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 computer-vision image-restoration multistage-network progressive-restoration pytorch cvpr2021 cvpr21 cvpr-2021
Language:Python 1098
ZhendongWang6 / Uformer
[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
deep-learning pytorch image-restoration image-denoising image-deblurring image-deraining image-demoireing
Language:Python 731
Kobaayyy / Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision
A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision
cvpr2020 computer-vision low-level-vision super-resolution image-reconstruction image-deraining image-dehazing image-deblurring image-restoration image-denoising image-enhancement image-quality-assessment image-demoireing cvpr2021 frame-interpolation cvpr2024 c-v-p-r image-processing image-compression
724
cszn / IRCNN
Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
image-deblurring image-restoration image-denoising single-image-super-resolution image-inpainting color-demosaicking deep-model
Language:MATLAB 577
RaphaelMeudec / deblur-gan
Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
keras image-deblurring generative-adversarial-networks gan
Language:Python 575
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 face-inpainting image-deblurring image-dehazing image-denoising image-deraining image-desnowing jpeg-artifacts-removal low-level-vision low-light-image-enhancement shadow-removal pytorch deep-learning
Language:Python 520
ljzycmd / SimDeblur
Simple framework for image and video deblurring, implemented by PyTorch
image-deblurring video-deblurring dbn dblrnet ifirnn strcnn simdeblur mscnn srn
Language:Python 289
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. ⭐⭐⭐⭐⭐⭐
image-deblurring image-denoising image-deraining image-restoration image-super-resolution
Language:Python 262
Kobaayyy / Awesome-ICCV2021-Low-Level-Vision
A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation
gan super-resolution iccv2021 image-manipulation image-generation image-to-image-translation frame-interpolation image-denoising image-enhancement image-transfer computer-vision image-deblurring image-deraining
209
sczhou / LEDNet
[ECCV 2022] LEDNet: Joint Low-light Enhancement and Deblurring in the Dark
image-deblurring image-enhancement lednet low-light-image-enhancement
Language:Python 186
VisionVerse / Blind-Motion-Deblurring-Survey
This is a survey that reviews deep learning models and benchmark datasets related to blind motion deblurring and provides a comprehensive evaluation of these models.
blind-deblurring blind-motion-deblurring deblurring image-deblurring survey convolutional-neural-networks deep-learning generative-adversarial-network recurrent-neural-networks transformer
Language:Python 179
zhangyi-3 / KBNet
KBNet: Kernel Basis Network for Image Restoration
image-deblurring image-denoising image-deraining image-restoration low-level-vision
Language:Python 175
Kobaayyy / Awesome-ECCV2020-Low-Level-Vision
A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction
eccv2020 computer-vision low-level-vision image-reconstruction super-resolution image-deraining image-dehazing image-deblurring image-denoising image-restoration image-enhancement image-demoireing image-impainting image-quality-assessment
162
zhangbaijin / MemoryNet
Code for paper: Memory Augment is All Your Need for image restoration(cloud,rain,shadow removal, low-light image enhancement, image deblur)即插即用提点的记忆模块
shadow-removal cloud-removal image-restoration pytorch image-deblurring rain-removal
Language:Python 114
Ir1d / lowLevelVision
low-level-vision image-denoising image-restoration reflection-removal image-inpainting image-dehazing image-deblurring
98
jnagy1 / IRtools
MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MATLAB Package of Iterative Regularization Methods and Large-Scale Test Problems" that will be published in Numerical Algorithms, 2018.
regularization matlab inverse-problems krylov-subspace-methods image-deblurring tomography nmr conjugate-gradient gmres fista
Language:MATLAB 84
Kobaayyy / Awesome-Low-Level-Vision-Research-Groups
A Collection of Low Level Vision Research Groups
computer-vision cvpr frame-interpolation image-colorization image-deblurring image-dehazing image-denoising image-deraining image-enhancement image-inpainting image-processing image-quality-assessment image-restoration image-super-resolution low-level-vision research-groups
84
rhgao / on-demand-learning
On-Demand Learning for Deep Image Restoration (ICCV 2017)
image-restoration image-denoising image-inpainting image-deblurring pixel-interpolation torch
Language:Lua 80
FanChiMao / CMFNet
Compound Multi-branch Feature Fusion for Real Image Restoration
image-restoration image-deblurring image-dehazing image-deraining attention unet
Language:Python 76
sandeepraju / ihradis-cnn-deblur
Image deblurring with Convolutional Neural Networks. Scripts & Neural network models available here
artificial-intelligence convolutional-neural-networks deep-learning image-deblurring image-processing neural-networks
Language:Python 67
eth-siplab / RAP
Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration
computer-vision deep-learning image-deblurring image-denoising image-restoration jpeg-artifact-removal segment-anything
64
lingyanruan / LaKDNet
Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer
cnn defocus-deblurring high-resolution image-deblurring image-restoration motion-deblurring receptive-field transformer
Language:Python 62
sunny2109 / Awesome-low-level-vision-resources
A curated list of resources for Low-level Vision Tasks
cvpr2021 image-processing image-manipulation transformer image-super-resolution image-denoising image-deblurring image-enhancement video-interpolation video-processing paper-with-code
53
lyatdawn / MemNet-Tensorflow
Tensorflow implementation of MemNet(http://cvlab.cse.msu.edu/pdfs/Image_Restoration%20using_Persistent_Memory_Network.pdf).
image-deblurring memnet tensorflow
Language:Python 39
c-yn / ChaIR
[Knowledge-Based Systems] Exploring the Potential of Channel Interactions for Image Restoration
image-deblurring image-dehazing image-deraining image-desnowing image-restoration knowledge-based-systems pytorch
Language:Python 28
c-yn / FSNet
[TPAMI] Image Restoration via Frequency Selection
image-deblurring image-dehazing image-deraining image-desnowing image-restoration pytorch tpami2023 image-denoising
Language:Python 27
zabir-nabil / text-image-denoiser
deep learning models trained to denoise/deblur text images (signle frame, multi-frame) [pytorch]
denoising image-deblurring image-denoising multi-frame pytorch pytorch-implementation signle-frame
Language:Python 21
hieubkset / pytorch-image-deblurring
Multi-scale network for image deblurring
image-deblurring multi-scale pytorch
Language:Python 20
sovit-123 / image-deblurring-using-deep-learning
PyTorch implementation of image deblurring using deep learning. Use a simple convolutional autoencoder neural network to deblur Gaussian blurred images.
computer-vision computer-vision-neural-networks convolutional-neural-networks deep-learning deep-neural-networks deeplearning-image-deblur image-deblur image-deblurring machine-learning neural-networks pytorch
Language:Jupyter Notebook 18
pbehjatii / OverNet-PyTorch
PyTorch implementation of OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network (WACV 2021)
image-super-resolution denosing enhancement image-deblurring image-denoising low-level-design restoration light-weight-image-super-resolution
Language:Python 16
hyeonsangjeon / disparity-based-space-vagriant-image-deblurring
“Disparitybased space-variant image deblurring,” Signal Processing: Image Communication, vol. 28, no. 7, pp. 792–808, 2013.
deblurring deconvolution image-processing kurtosis space-variant image-deblurring point-spread-function convolution graph-cut autocorrelation psf-estimation blurred-images disparity image-restoration image-reconstruction deblurring-algorithm image-segmentation regularization optimization maximum-a-posteriori-estimation
14
HPLQAQ / SAM-Deblur
Implementation of the paper SAM-Deblur: Let Segment Anything Boost Image Deblurring(ICASSP2024)
image-deblurring image-restoration ood-generalization plug-and-play segment-anything
Language:Python 13
pbehjatii / DiVANet
PyTorch implementation of Single image super-resolution based on directional variance attention network (Pattern Recognition2022)
deblurring denoising efficiency image-deblurring image-denoising image-super-resolution lightweight-image-super-resolution low-level-vision single-image-super-resolution
Language:Python 13

image-deblurring

subeeshvasu / Awesome-Deblurring

megvii-research / NAFNet

swz30 / Restormer

swz30 / MPRNet

ZhendongWang6 / Uformer

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

cszn / IRCNN

RaphaelMeudec / deblur-gan

Algolzw / daclip-uir

ljzycmd / SimDeblur

murufeng / FUIR

Kobaayyy / Awesome-ICCV2021-Low-Level-Vision

sczhou / LEDNet

VisionVerse / Blind-Motion-Deblurring-Survey

zhangyi-3 / KBNet

Kobaayyy / Awesome-ECCV2020-Low-Level-Vision

zhangbaijin / MemoryNet

Ir1d / lowLevelVision

jnagy1 / IRtools

Kobaayyy / Awesome-Low-Level-Vision-Research-Groups

rhgao / on-demand-learning

FanChiMao / CMFNet

sandeepraju / ihradis-cnn-deblur

eth-siplab / RAP

lingyanruan / LaKDNet

sunny2109 / Awesome-low-level-vision-resources

lyatdawn / MemNet-Tensorflow

c-yn / ChaIR

c-yn / FSNet

zabir-nabil / text-image-denoiser

hieubkset / pytorch-image-deblurring

sovit-123 / image-deblurring-using-deep-learning

pbehjatii / OverNet-PyTorch

hyeonsangjeon / disparity-based-space-vagriant-image-deblurring

HPLQAQ / SAM-Deblur

pbehjatii / DiVANet