Motion-Deblurring-with-Real-Events
Motion Deblurring Tool
This repository provides code and models for a computer vision project that aims to improve the quality of videos by reducing motion blur.
Motion Deblurring with Real Events
35 stars
2 watching
2 forks
Language: Python
last commit: about 3 years ago Related projects:
Repository | Description | Stars |
---|---|---|
| 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. | 33 |
| An image deblurring algorithm that leverages flow-based motion prior and kernel estimation for blind image restoration. | 29 |
| Develops a deep learning-based method for deblurring images and videos from motion blur | 225 |
| Develops a framework to deblur video by leveraging non-consecutively blurry frames and proposes an event fusion module for improving deblurring performance. | 35 |
| Deblurring algorithm for videos using a neural network | 52 |
| This repository implements a deep learning-based video deblurring method using PyTorch. | 68 |
| An algorithmic approach to improve single image motion deblurring by adapting to local variations in the input image | 3 |
| Develops algorithms to restore sharp images from blurry ones and interpolate missing frames in video sequences with improved accuracy | 81 |
| Extracts CNN features from video frames using pre-trained MXNet models | 31 |
| An efficient RNN-based model for real-world video deblurring with a large-scale dataset and pre-trained models. | 322 |
| A method for deblurring face videos by leveraging 3D facial priors to account for facial structure and identity information. | 42 |
| A deep learning framework for deblurring and recovering the shape of fast-moving objects from blurred images | 171 |
| An end-to-end image restoration network that uses event-camera data to improve motion deblurring | 147 |
| Restores images degraded by camera lens flares and defocus effects to their original state | 14 |
| Software tool for reconstructing high frame rate video from event camera data | 101 |