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Authors: Olivier Parisot and Mahmoud Jaziri

Affiliation: Luxembourg Institute of Science and Technology (LIST), 5 Avenue des Hauts-Fourneaux, 4362 Esch-sur-Alzette, Luxembourg

Keyword(s): Astronomy, Satellites Streaks, Computer Vision.

Abstract: The visible and significant presence of satellites in the night sky has an impact on astronomy and astrophotography activities for both amateurs and professionals, by perturbing observations sessions with undesired streaks in captured images, and the number of spacecrafts orbiting the Earth is expected to increase steadily in the coming years. In this article, we test an existing method and we propose a dedicated approach based on eXplainable Artificial Intelligence to detect streaks in astronomical data captured between March 2022 and February 2023 with a smart telescope in the Greater Luxembourg Region. To speed up the calculation, we also propose a detection approach based on Generative Adversarial Networks.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Parisot, O. and Jaziri, M. (2024). Impact of Satellites Streaks for Observational Astronomy: A Study on Data Captured During One Year from Luxembourg Greater Region. In Proceedings of the 13th International Conference on Data Science, Technology and Applications - DATA; ISBN 978-989-758-707-8; ISSN 2184-285X, SciTePress, pages 417-424. DOI: 10.5220/0012787800003756

@conference{data24,
author={Olivier Parisot. and Mahmoud Jaziri.},
title={Impact of Satellites Streaks for Observational Astronomy: A Study on Data Captured During One Year from Luxembourg Greater Region},
booktitle={Proceedings of the 13th International Conference on Data Science, Technology and Applications - DATA},
year={2024},
pages={417-424},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012787800003756},
isbn={978-989-758-707-8},
issn={2184-285X},
}

TY - CONF

JO - Proceedings of the 13th International Conference on Data Science, Technology and Applications - DATA
TI - Impact of Satellites Streaks for Observational Astronomy: A Study on Data Captured During One Year from Luxembourg Greater Region
SN - 978-989-758-707-8
IS - 2184-285X
AU - Parisot, O.
AU - Jaziri, M.
PY - 2024
SP - 417
EP - 424
DO - 10.5220/0012787800003756
PB - SciTePress

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