Event-based Image Deblurring with Dynamic Motion Awareness

This repository is about the Event-based Image Deblurring with Dynamic Motion Awareness

by Patricia Vitoria, Stamatios Georgoulis, Stepan Tulyakov, Alfredo Bochicchio, Julius Erbach and Yuanyou Li.

Prerequisits

Linux

Python 3.8.8

Basicsr

Getting Started

Requirements

conda create -n env python=3.8.8
conda activate env
pip install -r requirements.txt

Testing

To test the network you can either run the code

python demo.py

Images are saved to ./results/

You can change the results directory with

python demo.py --results_dir DIR_TO_SAVE_RESULTS

Checkpoints

Checkpoitns are available here.

Citation

A pdf of the paper is available here. If you this code please cite this publication as follows:

@article{vitoria2022event,
  title={Event-based Image Deblurring with Dynamic Motion Awareness},
  author={Vitoria, Patricia and Georgoulis, Stamatios and Tulyakov, Stepan and Bochicchio, Alfredo and Erbach, Julius and Li, Yuanyou},
  journal={arXiv preprint arXiv:2208.11398},
  year={2022}
}

License

This project is under the Apache 2.0 license, and it is based on BasicSR which is under the Apache 2.0 license.