Starlink VisorSats brightened by 0.6 mag and OneWeb dimmed by 0.4 mag over five years at 3-sigma significance from 1.6 million observations.
https://arxiv.org/abs/2601.07708
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
astro-ph.IM 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
A two-stage deep learning pipeline (HT-LCNN detector + VGG6 classifier) trained on augmented real and simulated data detects streaks in OmegaCAM frames with F1 > 0.95 on test sets and 0.99 precision on real 2023 data, uncovering 25,335 streaks including >20% uncatalogued objects across 1.2 million f
citing papers explorer
-
Secular Brightness Trends of Starlink and OneWeb Satellites
Starlink VisorSats brightened by 0.6 mag and OneWeb dimmed by 0.4 mag over five years at 3-sigma significance from 1.6 million observations.
-
Streak detection in the VST/OmegaCAM archive using deep learning
A two-stage deep learning pipeline (HT-LCNN detector + VGG6 classifier) trained on augmented real and simulated data detects streaks in OmegaCAM frames with F1 > 0.95 on test sets and 0.99 precision on real 2023 data, uncovering 25,335 streaks including >20% uncatalogued objects across 1.2 million f