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

A Collection of Low Level Vision Research Groups

Size: 91.8 KB - Last synced: 7 days ago - Pushed: 8 days ago - Stars: 96 - Forks: 7

subeeshvasu/Awesome-Deblurring

A curated list of resources for Image and Video Deblurring

Size: 903 KB - Last synced: 13 days ago - Pushed: about 1 month ago - Stars: 2,286 - Forks: 361

shashankskagnihotri/cospgd

The official repository for CosPGD: a unified white-box adversarial attack for pixel-wise prediction tasks.

Language: Python - Size: 925 KB - Last synced: 3 days ago - Pushed: 9 months ago - Stars: 12 - Forks: 0

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.

Language: Python - Size: 633 KB - Last synced: 20 days ago - Pushed: 22 days ago - Stars: 173 - Forks: 1

anas-zafar/SSAMAN

The official GitHub page for the paper "Single Stage Adaptive Multi-Attention Network for Image Restoration"

Size: 2.93 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - Forks: 0

megvii-research/NAFNet

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

Language: Python - Size: 15.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1,996 - Forks: 242

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.

Language: Python - Size: 1.52 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1,533 - Forks: 202

swz30/MPRNet

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

Language: Python - Size: 99.6 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1,098 - Forks: 180

Algolzw/daclip-uir

PyTorch code for "Controlling Vision-Language Models for Universal Image Restoration", ICLR 2024.

Language: Python - Size: 10.5 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 468 - Forks: 22

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

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

Size: 425 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 709 - Forks: 94

pbehjatii/FENet-PyTorch

PyTorch implementation of Frequency-based Enhancement Network for Efficient Super-Resolution. (IEEE Access2022)

Language: Python - Size: 26.4 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 13 - Forks: 2

sandeepraju/ihradis-cnn-deblur

Image deblurring with Convolutional Neural Networks. Scripts & Neural network models available here

Language: Python - Size: 19 MB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 67 - Forks: 23

HanzhouLiu/DeblurDiNAT

Official implementation of the paper "DeblurDiNAT: A Lightweight and Effective Transformer for Image Deblurring".

Language: Python - Size: 62.7 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 5 - Forks: 0

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

“Disparitybased space-variant image deblurring,” Signal Processing: Image Communication, vol. 28, no. 7, pp. 792–808, 2013.

Size: 20.5 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 14 - Forks: 0

eth-siplab/RAP

Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration

Size: 12.2 MB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 64 - Forks: 0

lingyanruan/LaKDNet

Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer

Language: Python - Size: 11.2 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 48 - Forks: 0

vijay06/Computer-Vision-using-Deep-Neural-Net

In this Repository you will find project like Image Classification(binary and more that two class),Image Generation,pretrained model ,Image Reconstruction,Image Segmentation using Keras,Tensorflow,FastAi,OpenCV

Language: Jupyter Notebook - Size: 3.59 MB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 9 - Forks: 3

zhangbaijin/MemoryNet

Code for paper: Memory net for image restoration(cloud,rain,shadow removal, low-light image enhancement)) 即插即用提点的记忆模块

Language: Python - Size: 15.2 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 109 - Forks: 7

pbehjatii/OverNet-PyTorch

PyTorch implementation of OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network (WACV 2021)

Language: Python - Size: 33.5 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 16 - Forks: 3

HPLQAQ/SAM-Deblur

Implementation of the paper SAM-Deblur: Let Segment Anything Boost Image Deblurring(ICASSP2024)

Language: Python - Size: 849 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 11 - Forks: 1

sunoh-kim/digital-image-processing

This repository contains my assignment solutions for the Digital Image Processing course (M2608.001000_001) offered by Seoul National University (Fall 2020).

Language: MATLAB - Size: 64.4 MB - Last synced: 6 months ago - Pushed: about 2 years ago - Stars: 4 - Forks: 0

ljzycmd/SimDeblur

Simple framework for image and video deblurring, implemented by PyTorch

Language: Python - Size: 8.51 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 261 - Forks: 36

sunny2109/Awesome-low-level-vision-resources

A curated list of resources for Low-level Vision Tasks

Size: 134 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 42 - Forks: 8

VinAIResearch/HyperCUT

HyperCUT: Video Sequence from a Single Blurry Image using Unsupervised Ordering (CVPR'23)

Language: Python - Size: 63.7 MB - Last synced: 2 months ago - Pushed: 9 months ago - Stars: 9 - Forks: 1

midoi327/Image-Restoration-System

이미지 개선 선택 적용 시스템

Language: Python - Size: 10.8 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

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. ⭐⭐⭐⭐⭐⭐

Language: Python - Size: 3.34 MB - Last synced: 7 months ago - Pushed: about 2 years ago - Stars: 208 - Forks: 25

sczhou/LEDNet

[ECCV 2022] LEDNet: Joint Low-light Enhancement and Deblurring in the Dark

Language: Python - Size: 8.45 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 163 - Forks: 25

Kobaayyy/Awesome-ECCV2020-Low-Level-Vision

A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction

Size: 169 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 163 - Forks: 20

Kobaayyy/Awesome-ICCV2021-Low-Level-Vision

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

Size: 173 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 205 - Forks: 86

pbehjatii/DiVANet

PyTorch implementation of Single image super-resolution based on directional variance attention network (Pattern Recognition2022)

Language: Python - Size: 32 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 13 - Forks: 1

RaphaelMeudec/deblur-gan

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

Language: Python - Size: 79.2 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 560 - Forks: 245

cszn/IRCNN

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

Language: MATLAB - Size: 204 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 557 - Forks: 175

ZhendongWang6/Uformer

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

Language: Python - Size: 2.07 MB - Last synced: 8 months ago - Pushed: 9 months ago - Stars: 653 - Forks: 100

FanChiMao/CMFNet

Compound Multi-branch Feature Fusion for Real Image Restoration

Language: Python - Size: 48.5 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 65 - Forks: 10

qi-zohair/Zohair-Filter-for-Image-Deblurring

Language: MATLAB - Size: 142 KB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

qi-zohair/Ameliorated-Richardson-Lucy-Algorithm-for-Image-Deblurring

Language: MATLAB - Size: 2.18 MB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0

qi-zohair/Amended-Landweber-Algorithm-for-Image-Deblurring

Language: MATLAB - Size: 142 KB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 2

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.

Language: MATLAB - Size: 285 KB - Last synced: 8 months ago - Pushed: about 2 years ago - Stars: 75 - Forks: 26

Nexdata-AI/8643-Images-14-Types-of-Abnormal-Images-Videos-Data

Abnormal Images & Videos Dataset

Size: 3.04 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

lyatdawn/MemNet-Tensorflow

Tensorflow implementation of MemNet(http://cvlab.cse.msu.edu/pdfs/Image_Restoration%20using_Persistent_Memory_Network.pdf).

Language: Python - Size: 293 KB - Last synced: 5 months ago - Pushed: over 6 years ago - Stars: 39 - Forks: 8

yusuke1999/PDRL-deconvolution

Position-Dependent Richardson-Lucy deconvolution

Language: Python - Size: 1.75 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

OmerShubi/Image_Deblurring 📦

Utilizing Gradient Decent & FISTA

Language: MATLAB - Size: 347 KB - Last synced: 12 months ago - Pushed: about 5 years ago - Stars: 3 - Forks: 2

OmerShubi/My_Projects

All sorts of data science & computer science programs for future reference

Language: HTML - Size: 163 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 2

fourson/Deblurring-Low-Light-Images-with-Events

IJCV2023 paper: Deblurring Low-Light Images with Events

Language: Python - Size: 342 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 1

zhangyi-3/KBNet

KBNet: Kernel Basis Network for Image Restoration

Language: Python - Size: 494 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 13 - Forks: 0

FanChiMao/SRMNet-thesis

Image Restoration thesis

Language: Python - Size: 6.71 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 8 - Forks: 3

thisishardik/SRN-Deblur Fork of jiangsutx/SRN-Deblur

Scale-recurrent Network for Deep Image Deblurring and Image Restoration using Autoencoders.

Size: 11.3 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

rhgao/on-demand-learning

On-Demand Learning for Deep Image Restoration (ICCV 2017)

Language: Lua - Size: 21.2 MB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 79 - Forks: 24

tiyaro/realesrgan-api

A collection of scalable, ready to use ESRGAN model REST APIs

Size: 2.93 KB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

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.

Language: Jupyter Notebook - Size: 3.75 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 13 - Forks: 4

zabir-nabil/text-image-denoiser

deep learning models trained to denoise/deblur text images (signle frame, multi-frame) [pytorch]

Language: Python - Size: 10.6 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 17 - Forks: 6

Ulov888/PictureRestoration

使用NAFNet进行图像去模糊

Language: Python - Size: 11.7 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

PENGLU-WashU/PG_PEM

The matlab code of PG-PEM.

Language: MATLAB - Size: 153 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

hieubkset/Pytorch-Image-Deblurring

Multi-scale network for image deblurring

Language: Python - Size: 32 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 18 - Forks: 10

aanish-pradhan/Image-Processing-Playground

A collection of experiments and tinkering involving various topics in image science and image processing.

Language: MATLAB - Size: 32.9 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Ir1d/lowLevelVision

Size: 71.3 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 96 - Forks: 15

Thehunk1206/Image-Restorers

A framework to develop Deep learning based Image restoration models using Tensorflow

Language: Python - Size: 108 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

DanielCortild/Image-Deblurring

Image Deblurring using a Primal-Dual and a Three-Operator-Splitting Method

Language: Jupyter Notebook - Size: 13.4 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

subeeshvasu/2018_subeesh_nbd_cvpr

Project page of the paper 'Non-blind Deblurring: Handling Kernel Uncertainty with CNNs' (CVPR 2018)

Size: 2.25 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 4 - Forks: 1

kushagraagrawal/Test_Time_Training_Image_Deblurring

Self-supervised approach to image deblurring

Language: Python - Size: 3.5 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

rozumden/fmo-deblurring-benchmark

[CVPR 2021] FMO Deblurring Benchmark

Language: Python - Size: 145 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 8 - Forks: 2

sfwyly/MPRNet

Reproducing "Multi-Stage Progressive Image Restoration (CVPR 2021)" by tensorflow

Size: 4.88 KB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

ieee820/IRCNN Fork of cszn/IRCNN

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

Language: MATLAB - Size: 204 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 0

subeeshvasu/2016_subeesh_bmvc

Language: HTML - Size: 6.44 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

subeeshvasu/2017_subeesh_from_cvpr

Project page of 'From local to global: Edge profiles to camera motion in blurred images' (CVPR 2017)

Language: HTML - Size: 21.1 MB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0