Deep learning techniques for atmospheric turbulence removal: a review

P Hill, N Anantrasirichai, A Achim, D Bull - Artificial Intelligence Review, 2025 - Springer
Atmospheric turbulence significantly complicates the interpretation and analysis of images
by distorting them, making it hard to classify and track objects within a scene using …

At-ddpm: Restoring faces degraded by atmospheric turbulence using denoising diffusion probabilistic models

NG Nair, K Mei, VM Patel - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Although many long-range imaging systems are designed to support extended vision
applications, a natural obstacle to their operation is degradation due to atmospheric …

Atfacegan: Single face semantic aware image restoration and recognition from atmospheric turbulence

CP Lau, CD Castillo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Degradation due to atmospheric turbulence is common while capturing images at long
ranges. To mitigate the degradation due to turbulence which includes deformation and blur …

Atfacegan: Single face image restoration and recognition from atmospheric turbulence

CP Lau, H Souri, R Chellappa - 2020 15th IEEE International …, 2020 - ieeexplore.ieee.org
Image degradation due to atmospheric turbulence is common while capturing images at
long ranges. To mitigate the degradation due to turbulence which includes deformation and …

Atmospheric turbulence mitigation for sequences with moving objects using recursive image fusion

N Anantrasirichai, A Achim… - 2018 25th IEEE …, 2018 - ieeexplore.ieee.org
This paper describes a new method for mitigating the effects of atmospheric distortion on
observed sequences that include large moving objects. In order to provide accurate detail …

Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence

RK Saha, D Qin, N Li, J Ye… - Proceedings of the …, 2024 - openaccess.thecvf.com
Tackling image degradation due to atmospheric turbulence particularly in dynamic
environments remains a challenge for long-range imaging systems. Existing techniques …

Imaging through strong turbulence with a light field approach

C Wu, J Ko, CC Davis - Optics express, 2016 - opg.optica.org
Under strong turbulence conditions, object's images can be severely distorted and become
unrecognizable throughout the observing time. Conventional image restoring algorithms do …

Atmospheric Turbulence Degraded Video Restoration with Recurrent GAN (ATVR-GAN)

B Ettedgui, Y Yitzhaky - Sensors, 2023 - mdpi.com
Atmospheric turbulence (AT) can change the path and direction of light during video
capturing of a target in space due to the random motion of the turbulent medium, a …

Dynamic turbulence mitigation for long-range imaging in the presence of large moving objects

R Nieuwenhuizen, J Dijk, K Schutte - EURASIP journal on image and …, 2019 - Springer
Long-range imaging with visible or infrared observation systems is typically hampered by
atmospheric turbulence. Software-based turbulence mitigation methods aim to stabilize and …

Robust moving objects detection in long-distance imaging through turbulent medium

X Xu, P Yang, H **an, Y Liu - Infrared Physics & Technology, 2019 - Elsevier
The tough challenges of detecting moving objects in long-distance imaging stems from the
optical turbulence effects, which leads to blurred image, flickering pixel value and shifted …