Open turbulent image set (OTIS)

J Gilles, NB Ferrante - Pattern Recognition Letters, 2017 - Elsevier
… Despite the existence of several turbulence mitigation … OTIS (Open Turbulent Images Set)
which contains several sequences (either static or dynamic) acquired through the turbulent

Open Turbulent Image Set (OTIS)

NB Ferrante, J Gilles - arXiv preprint arXiv:2410.22791, 2024 - arxiv.org
… Despite the existence of several turbulence mitigation … OTIS (Open Turbulent Images Set)
which contains several sequences (either static or dynamic) acquired through the turbulent

Imaging through the atmosphere using turbulence mitigation transformer

X Zhang, Z Mao, N Chimitt… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
images in the original dataset as input for the simulator. We generated 50 turbulence images
… tested all models on an earlier OTIS dataset [55] and TSRWGAN’s real-world test set. The …

SUTO-solar through-turbulence open image dataset

A Popowicz, V Orlov - Sensors, 2022 - mdpi.com
… An Open Turbulent Image Set (OTIS)—a … of turbulent images built on the basis of more
than one year of observations using the solar telescopes of the SUTO-Solar station. The images

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
OTIS Dataset [19]: The OTIS dataset includes image sequences specifically designed for
atmospheric turbulence … It features (1) controlled sequences with synthetic turbulence affecting …

Blind restoration of images distorted by atmospheric turbulence based on deep transfer learning

Y Guo, X Wu, C Qing, C Su, Q Yang, Z Wang - Photonics, 2022 - mdpi.com
image is a challenging task. Recent methods (including physical-based methods or
learning-based methods) commonly default the turbulence… that the real turbulence distorted …

An adaptive image registration technique to remove atmospheric turbulence

A Patel, D Israni, NAM Kumar, C Bhatt - Statistics, Optimization & …, 2019 - iapress.org
… Here, a standard dataset of Open Turbulent Image Set (OTIS) is used for testing the
proposed approach that contains visible band sequences [18]. In this research the electric fields …

Blind Restoration of a Single Real Turbulence-Degraded Image Based on Self-Supervised Learning

Y Guo, X Wu, C Qing, L Liu, Q Yang, X Hu, X Qian… - Remote Sensing, 2023 - mdpi.com
… learning to the task of alleviating the turbulence effect on images. Subsequently, we also
curate a natural turbulent dataset from Hirsch’s dataset, OTIS, and YouTube to show the …

An Efficient Blind Approach for Restoration of Atmospheric Turbulence Degraded Images

B Parmar, D Israni, A Shah - 2021 5th International Conference …, 2021 - ieeexplore.ieee.org
turbulence affected sequences. Lots of image registration techniques are used for turbulence
… different approaches by using dataset provided by OTIS (Open Turbulent Image Set) [29]. …

Restoration of atmospheric turbulence-degraded images based on multi-frame information

D Yang, Z Chen, Y Zhang, X Wu, O Sasaki, J Pu - Optics Express, 2025 - opg.optica.org
… (GT) images that correspond to those degraded by turbulence … one is outdoor data collection
without corresponding ground … as OTIS [37], where outdoor images degraded by turbulence