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# Image Reconstruction of Static and Dynamic Scenes through Anisoplanatic Turbulence | |
This repository contains the code for the following paper: | |
Zhiyuan Mao, Nicholas Chimitt, and Stanley H. Chan, ‘‘Image reconstruction of static and dynamic scenes through anisoplanatic turbulence’’, IEEE Trans. Computational Imaging, vol. 6, pp. 1415-1428, Oct. 2020. | |
How to use: | |
- Check the demo.m file | |
- We've prepared a few sets of parameters for low, medium and high turbulence level (corresponding to D/r0 = 1.5, 3, and 4.5) | |
Packages included | |
- Algorithm for image reconstruction through atmospheric turbulence, developed by Purdue i2Lab | |
- Plug and Play ADMM, developed by Purdue i2Lab | |
- Optical flow, developed by Ce Liu (Microsoft Research New England) https://people.csail.mit.edu/celiu/OpticalFlow/ | |
The data used in the paper can be downloaded here: | |
https://drive.google.com/file/d/1VsQyrPexjAXegAXAx7A5CmKB0F4hw_O7/view?usp=sharing | |
If you find our work helpful in your research, please consider cite our paper | |
``` | |
@ARTICLE{mao_tci, | |
author={Zhiyuan Mao and Nicholas Chimitt and Stanley H. Chan}, | |
journal={IEEE Transactions on Computational Imaging}, | |
title={Image Reconstruction of Static and Dynamic Scenes Through Anisoplanatic Turbulence}, | |
year={2020}, | |
volume={6}, | |
pages={1415-1428}, | |
doi={10.1109/TCI.2020.3029401} | |
} | |
``` | |
Please also check out our other work on Atmospheric Turbulence: | |
- Project page | |
https://engineering.purdue.edu/ChanGroup/project_turbulence.html | |
- Simulator: | |
https://www.mathworks.com/matlabcentral/fileexchange/78742-atmospheric-turbulence-simulator-for-image-reconstruction | |
## LICENSE | |
[![CC BY-NC-SA 4.0][cc-by-nc-sa-shield]][cc-by-nc-sa] | |
This work is licensed under a | |
[Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License][cc-by-nc-sa]. | |
[![CC BY-NC-SA 4.0][cc-by-nc-sa-image]][cc-by-nc-sa] | |
[cc-by-nc-sa]: http://creativecommons.org/licenses/by-nc-sa/4.0/ | |
[cc-by-nc-sa-image]: https://licensebuttons.net/l/by-nc-sa/4.0/88x31.png | |
[cc-by-nc-sa-shield]: https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg |