NRKNet
Deblurring framework
A software framework for single image deblurring using recursive kernels
Neumann Network with Recursive Kernels for Single Image Defocus Deblurring, CVPR 2023
14 stars
2 watching
3 forks
Language: Python
last commit: over 2 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
 cszn/ircnn | This project trains deep CNN denoisers to improve image restoration tasks such as deblurring and demosaicking through model-based optimization methods. | 602 |
 hyeongseokson1/kpac | An implementation of a deep learning model for deblurring images affected by defocus. | 58 |
 codeslake/ifan | Implementation of an algorithm for single image deblurring in images with defocus blur | 228 |
 csjcai/dbcpenet | Deblurring technique developed using machine learning and signal processing algorithms to restore images from blurry conditions. | 20 |
 minyuanye/siun | This project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture | 164 |
 lingyanruan/lakdnet | An image deblurring model that revisits the use of convolutional neural networks to improve efficiency and performance compared to transformers. | 102 |
 jiangsutx/srn-deblur | This repository provides a Python implementation of a deep learning-based image deblurring algorithm. | 724 |
 invokerer/deeprft | Deblurring technique using deep learning and Fourier transformation to remove image blur | 248 |
 zzh-tech/estrnn | An efficient RNN-based model for real-world video deblurring with a large-scale dataset and pre-trained models. | 322 |
 jacquelinelala/gfn | A deep learning-based framework for jointly deblurring and super-resolving images using a gated fusion network. | 141 |
 jennyzu/bp-dip-deblurring | A Python implementation of an image deblurring technique based on backprojection from a deep learning prior | 6 |
 subeeshvasu/2018_subeesh_nbd_cvpr | Provides results and tools for image deblurring using CNNs to handle kernel uncertainty | 5 |
| lingyanruan/drbnet | An implementation of an image deblurring algorithm using light field technology and deep learning techniques. | 110 |
 deepmed-lab-ecnu/deeprft-aaai2023 | An image deblurring technique based on frequency selection using machine learning models | 18 |
 huicongzhang/stdan | Deblurring algorithm for videos using a neural network | 52 |