2 papers
cs.CV2026
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…
cs.RO2025
Action Chunking with Transformers for Image-Based Spacecraft Guidance and Control
Alejandro Posadas-Nava, Andrea Scorsoglio, Luca Ghilardi +2
We present an imitation learning approach for spacecraft guidance, navigation, and control(GNC) that achieves high performance from limited data. Using only 100 expert demonstratio…