2 papers
cs.LG2022
SpectraNet: Learned Recognition of Artificial Satellites From High Contrast Spectroscopic Imagery
J. Zachary Gazak, Ian McQuaid, Ryan Swindle +2
Effective space traffic management requires positive identification of artificial satellites. Current methods for extracting object identification from observed data require spatia…
cs.LG2021
Self-Attending Task Generative Adversarial Network for Realistic Satellite Image Creation
Nathan Toner, Justin Fletcher
We introduce a self-attending task generative adversarial network (SATGAN) and apply it to the problem of augmenting synthetic high contrast scientific imagery of resident space ob…