K. Noysena

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Accurate satellite tracking requires up-to-date Two-Line Elements (TLEs), as outdated data can lead to significant positioning errors.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...