Semantic Segmentation of Low Earth Orbit Satellites using Convolutional Neural Networks

Yang, Julia; Lucas, Jacob; Kyono, Trent; Abercrombie, M.; Vanden Berg, Andrew; Fletcher, Justin

doi:10.1109/aero53065.2022.9843511

Public

Semantic Segmentation of Low Earth Orbit Satellites using Convolutional Neural Networks

Published in 2022 IEEE Aerospace Conference (AERO) • Mar 5, 2022

Authors:

Julia Yang

Jacob Lucas

Trent Kyono

Abstract

Ground-based imaging of objects in Low Earth Orbit (LEO) is complicated by atmospheric turbulence, which make it difficult to identify key features or components on the object of interest. Many automated image reconstruction techniques are in use, but expert labor is needed to subjectively discern a...

Subject

Convolutional neural network

Computer science

Artificial intelligence

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