APL

Image deblur tool

Develops a deep learning-based method to detect and remove defocus blur from images

ECCV2022: United Defocus Blur Detection and Deblurring via Adversarial Promoting Learning

GitHub

17 stars
1 watching
3 forks
Language: Python
last commit: about 1 year ago

Related projects:

Repository Description Stars
abdullah-abuolaim/defocus-deblurring-dual-pixel Developing a deep learning model to correct blurry images caused by camera shake or out-of-focus 185
deepmed-lab-ecnu/deeprft-aaai2023 An image deblurring technique based on frequency selection using machine learning models 18
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
fangzhenxuan/ufpdeblur An image deblurring algorithm that leverages flow-based motion prior and kernel estimation for blind image restoration. 29
minyuanye/siun This project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture 164
vinthony/depth-distillation Develops a method to detect and estimate defocus blur in images using depth distillation. 66
zzh-tech/bit Develops a deep learning-based method for deblurring images and videos from motion blur 224
ustclby/unsupervised-domain-specific-deblurring Deblurs images from one domain to another without paired data 109
zhihongz/infwide A deep learning-based image deblurring method designed to handle low-light conditions 13
chosj95/mimo-unet Develops a deep learning model for single image deblurring with improved performance and computational efficiency 382
liyucs/jdrl An implementation of a deep learning-based deblurring method that uses misaligned training pairs to improve image defocus correction. 20
hyeongseokson1/kpac An implementation of a deep learning model for deblurring images affected by defocus. 58
joanshen0508/ha_deblur A dataset and algorithm for deblurring images of moving scenes, specifically designed to handle dynamic blurs caused by camera movement and object motion. 72
bychao100/graph-based-blind-image-deblurring A MATLAB implementation of blind image deblurring from a single photograph using graph-based methods. 33