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Diffeomorphic Template Registration for Atmospheric Turbulence Mitigation

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Diffeomorphic Template Registration for Atmospheric Turbulence Mitigation

CVPR 2024

The demo code can also be downloaded from https://openaccess.thecvf.com/content/CVPR2024/supplemental/Lao_Diffeomorphic_Template_Registration_CVPR_2024_supplemental.zip

Acknowledgment

The optical flow modules come from

Sun, Deqing, Stefan Roth, and Michael J. Black. "Secrets of optical flow estimation and their principles." 2010 IEEE computer society conference on computer vision and pattern recognition. IEEE, 2010.
Liu, Ce. Beyond pixels: exploring new representations and applications for motion analysis. Diss. Massachusetts Institute of Technology, 2009.

The flow composition module comes from

Lao, Dong, and Ganesh Sundaramoorthi. "Extending layered models to 3d motion." Proceedings of the European conference on computer vision (ECCV). 2018.

The deblurring module comes from

Chan, Stanley H., Xiran Wang, and Omar A. Elgendy. "Plug-and-play ADMM for image restoration: Fixed-point convergence and applications." IEEE Transactions on Computational Imaging 3.1 (2016): 84-98.

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