Improving Faint Object Detection for Space Situational Awareness with Variational Autoencoders

Angela Cratere, Luca Ghilardi, Vishnu Reddy +3

We present a deep-learning pipeline for enhancing the detection of faint moving objects in optical space situational awareness (SSA) imagery through automated star removal and back…