UAUDeblur

Image deblurring tool

Computes deblurred images from blurry ones using deep residual prior and uncertainty-aware approach

(CVPR 23) Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior

GitHub

57 stars
2 watching
4 forks
Language: Python
last commit: 3 months ago

Related projects:

Repository Description Stars
subeeshvasu/2018_subeesh_nbd_cvpr Provides results and tools for image deblurring using CNNs to handle kernel uncertainty 5
deepmed-lab-ecnu/deeprft-aaai2023 An image deblurring technique based on frequency selection using machine learning models 18
invokerer/deeprft Deblurring technique using deep learning and Fourier transformation to remove image blur 248
csjcai/dbcpenet Deblurring technique developed using machine learning and signal processing algorithms to restore images from blurry conditions. 20
fangzhenxuan/ufpdeblur An image deblurring algorithm that leverages flow-based motion prior and kernel estimation for blind image restoration. 29
wdzhao123/apl Develops a deep learning-based method to detect and remove defocus blur from images 17
codeslake/ifan Implementation of an algorithm for single image deblurring in images with defocus blur 228
minyuanye/siun This project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture 164
csbhr/cdvd-tsp A video deblurring algorithm based on temporal sharpness prior using deep learning and cascaded inference process. 261
wu-cvgl/bad-nerf A system that jointly learns 3D representation and camera motion from blurry images to generate sharp images 192
jiangsutx/srn-deblur This repository provides a Python implementation of a deep learning-based image deblurring algorithm. 724
ustclby/unsupervised-domain-specific-deblurring Deblurs images by separating the degradation from the content information without paired training data 109
jennyzu/bp-dip-deblurring A Python implementation of an image deblurring technique based on backprojection from a deep learning prior 6
xlearning-scu/2022-cvpr-airnet Restores degraded images by combining multiple tasks of dehazing, denoising and deraining in a single framework 176
cuiyixin555/lmg A MATLAB implementation of an image deblurring algorithm using local maximum gradient prior 16