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R. Lipikorn

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Open access 2026

Generating Two-Line Elements of Celestial Objects From Astronomical Images Using Deep Neural Networks

Accurate satellite tracking requires up-to-date Two-Line Elements (TLEs), as outdated data can lead to significant positioning errors. While ground-based optical telescopes are highly accessible, generating TLEs from their data is complicated by the fundamental lack of direct range measurements. This paper presents an...

Kamin Kanchanapradit, K. Noysena, R. Lipikorn · IEEE Access · 0 citations