20 citations · 20 across the 3 of their papers we have counts for
3 papers
A Self-Supervised Framework for Space Object Behaviour Characterisation
Ian Groves, Andrew Campbell, James Fernandes +4
Foundation Models, which leverage large neural networks pre-trained on unlabelled data before fine-tuning for specific tasks, are increasingly being applied to specialised domains.…
Hyperspectral Lightcurve Inversion for Attitude Determination
Simão da Graça Marto, Massimiliano Vasile, Andrew Campbell +3
Spectral lightcurves consisting of time series single-pixel spectral measurements of spacecraft are used to infer the spacecraft's attitude and rotation. Two methods are used. One…
Space Object Identification and Classification from Hyperspectral Material Analysis
Massimiliano Vasile, Lewis Walker, Andrew Campbell +4
This paper presents a data processing pipeline designed to extract information from the hyperspectral signature of unknown space objects. The methodology proposed in this paper det…