Monocular Navigation Relative to Unknown Spacecraft Using a Transformer-Aided Kalman Filter

Pol Francesch Huc, Simone D'Amico

This work presents a novel learning-based pipeline for pose estimation of unknown spacecraft using only monocular images from a single servicer. The approach combines a transformer…