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

GitHub

14 stars
2 watching
3 forks
Language: Python
last commit: 9 months ago

Related 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