Motion-Deblurring-with-Real-Events
Deblurring tool
Develops methods to restore blurry motion sequences from real-world events
Motion Deblurring with Real Events
33 stars
1 watching
2 forks
Language: Python
last commit: almost 3 years ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 xiangz-0/gem | This project proposes a method to generalize event-based motion deblurring in real-world scenarios using a scale-aware network and a two-stage self-supervised learning scheme. | 31 |
 fangzhenxuan/ufpdeblur | An image deblurring algorithm that leverages flow-based motion prior and kernel estimation for blind image restoration. | 28 |
 zzh-tech/bit | Develops a deep learning-based method for deblurring images and videos from motion blur | 222 |
 shangwei5/d2net | Develops a framework to deblur video by leveraging non-consecutively blurry frames and proposes an event fusion module for improving deblurring performance. | 35 |
 huicongzhang/stdan | Deblurring algorithm for videos using a neural network | 52 |
 xuboming8/dstnet | This repository implements a deep learning-based video deblurring method using PyTorch. | 64 |
 zhiqianghu2021/decomposeddynamicfilters | An algorithmic approach to improve single image motion deblurring by adapting to local variations in the input image | 3 |
 jihyongoh/demfi | Develops algorithms to restore sharp images from blurry ones and interpolate missing frames in video sequences with improved accuracy | 81 |
 xuchaoxi/video-cnn-feat | Extracts CNN features from video frames using pre-trained MXNet models | 31 |
| zzh-tech/estrnn | An efficient RNN-based model for real-world video deblurring with a large-scale dataset and pre-trained models. | 318 |
 rwenqi/3dfacedeblurring | A method for deblurring face videos by leveraging 3D facial priors to account for facial structure and identity information. | 42 |
 rozumden/defmo | A deep learning framework for deblurring and recovering the shape of fast-moving objects from blurred images | 170 |
 ahupujr/efnet | An end-to-end image restoration network that uses event-camera data to improve motion deblurring | 145 |
 zhangxinxinpku/defocus-deblurring | Restores images degraded by camera lens flares and defocus effects to their original state | 14 |
 panpanfei/bringing-a-blurry-frame-alive-at-high-frame-rate-with-an-event-camera | Reconstructs high frame rate video from blurry frames captured by an event camera | 98 |