Imaging through Atmospheric Turbulence

Book and Tutorial

Book Cover 

Book: Computational Imaging through Atmospheric Turbulence
Stanley H. Chan and Nicholas Chimitt
Now Publisher, 2023
Amazon
arXiv
ICIP 2022 Video
Part 1 Slides
Part 2 Slides

Publication

MambaTM 

Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation
Xingguang Zhang, Nicholas Chimitt, Xijun Wang, Yu Yuan, Stanley H. Chan
IEEE CVPR, 2025
Manuscript / Project Page

DATUM 

Spatio-Temporal Turbulence Mitigation: A Translational Perspective
Xingguang Zhang, Nicholas Chimitt, Yiheng Chi, Zhiyuan Mao, and Stanley H. Chan
IEEE CVPR, 2024
Manuscript Project Page Code

Gather Scatter 

Scattering and Gathering for Spatially Varying Blurs
Nicholas Chimitt, Xingguang Zhang, Yiheng Chi, Stanley H Chan
IEEE Transactions on Signal Processing, 2024
Manuscript

TMT 

Imaging through the Atmosphere using Turbulence Mitigation Transformer
Xingguang Zhang, Zhiyuan Mao, Nicholas Chimitt, and Stanley H. Chan
IEEE Transactions on Computational Imaging, 2023
Manuscript / Project Page

PiRN 

Physics-Driven Turbulence Image Restoration with Stochastic Refinement
Ajay Jaiswal, Xingguang Zhang, Stanley H. Chan, Zhangyang Wang
IEEE ICCV, 2023
Manuscript / Project Page

Cn2 Profile 

Anisoplanatic Optical Turbulence Simulation for Near-Continuous Profiles without Wave Propagation
Nicholas Chimitt and Stanley H. Chan
SPIE Optical Engineering, 2023
Manuscript

TurbNet 

Single Frame Atmospheric Turbulence Mitigation: A Benchmark Study and A New Physics-Inspired Transformer Model
Zhiyuan Mao, Ajay Jaiswal, Zhangyang Wang, and Stanley H. Chan
ECCV, 2022
Manuscript / Project Page

Dense Field 

Real-Time Dense Field Phase-to-Space Simulation of Imaging through Atmospheric Turbulence
Nicholas Chimitt, Xingguang Zhang, Zhiyuan Mao, and Stanley H. Chan
IEEE Transactions on Computational Imaging, 2022
Manuscript

Tilt-then-Blur 

Tilt-then-Blur or Blur-then-Tilt? Clarifying the Atmospheric Turbulence Model
Stanley H. Chan
IEEE Signal Processing Letters, 2022
Manuscript

Phase-to-space 

Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform
Zhiyuan Mao, Nicholas Chimitt and Stanley H. Chan
IEEE ICCV, 2021
Manuscript / Project Page

Classical Approach 

Image Reconstruction of Static and Dynamic Scenes through Anisoplanatic Turbulence
Zhiyuan Mao, Nicholas Chimitt, and Stanley H. Chan
IEEE Transactions on Computational Imaging, 2020
Manuscript / Project Page

Phase-over-aperture 

Simulating Anisoplanatic Turbulence by Sampling Correlated Zernike Coefficients
Nicholas Chimitt and Stanley H. Chan
SPIE Optical Engineering, 2020
Manuscript / Project Page