SIUN
Image Deblurring Algorithm
This project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture
Sharp Image Deblurring
162 stars
4 watching
32 forks
Language: Python
last commit: over 1 year ago deblurringdeep-learninggoproimage-processingiterativemachine-learningmotion-blurnetworksharpsmall-sizeupscaling
Related projects:
| Repository | Description | Stars |
|---|---|---|
 fangzhenxuan/ufpdeblur | An image deblurring algorithm that leverages flow-based motion prior and kernel estimation for blind image restoration. | 28 |
 deepmed-lab-ecnu/deeprft-aaai2023 | A deep learning-based image deblurring system that explores the impact of frequency selection on restoration quality | 18 |
 huicongzhang/stdan | Deblurring algorithm for videos using a neural network | 52 |
 jennyzu/bp-dip-deblurring | A Python implementation of an image deblurring technique based on backprojection from a deep learning prior | 6 |
 jiangsutx/srn-deblur | This repository provides a Python implementation of a deep learning-based image deblurring algorithm. | 719 |
 zhihongz/infwide | A deep learning-based image deblurring method designed to handle low-light conditions | 13 |
 cuiyixin555/lmg | A MATLAB implementation of an image deblurring algorithm using local maximum gradient prior | 16 |
 csjcai/dbcpenet | Deblurring technique developed using machine learning and signal processing algorithms to restore images from blurry conditions. | 20 |
 jihyongoh/demfi | Develops algorithms to restore sharp images from blurry ones and interpolate missing frames in video sequences with improved accuracy | 81 |
 fwen/deblur-pmp | Reproduces blind image deblurring results using an improved algorithm | 85 |
 limacv/deblur-nerf | An implementation of a method to restore sharp images from blurry input images using neural networks. | 261 |
 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 |
 pp00704831/stripformer-eccv-2022- | An implementation of an image deblurring algorithm using a transformer-based model | 93 |
 hyeongseokson1/kpac | An implementation of a deep learning model for deblurring images affected by defocus. | 58 |
 abdullah-abuolaim/defocus-deblurring-dual-pixel | Developing a deep learning model to correct blurry images caused by camera shake or out-of-focus | 185 |