A survey on deep learning-based monocular spacecraft pose estimation: Current state, limitations and prospects

L Pauly, W Rharbaoui, C Shneider, A Rathinam… - Acta Astronautica, 2023 - Elsevier
Estimating the pose of an uncooperative spacecraft is an important computer vision problem
for enabling the deployment of automatic vision-based systems in orbit, with applications …

Optical navigation for Lunar landing based on Convolutional Neural Network crater detector

S Silvestrini, M Piccinin, G Zanotti, A Brandonisio… - Aerospace Science and …, 2022 - Elsevier
Traditional vision-based navigation algorithms are highly affected from non-nominal
conditions, which comprise illumination conditions and environmental uncertainties. Thanks …

Corto: The celestial object rendering tool at dart lab

M Pugliatti, C Buonagura, F Topputo - Sensors, 2023 - mdpi.com
The Celestial Object Rendering TOol (CORTO) offers a powerful solution for generating
synthetic images of celestial bodies, catering to the needs of space mission design …

Image simulation for space applications with the SurRender software

J Lebreton, R Brochard, M Baudry, G Jonniaux… - arXiv preprint arXiv …, 2021 - arxiv.org
Image Processing algorithms for vision-based navigation require reliable image simulation
capacities. In this paper we explain why traditional rendering engines may present …

SISPO: space imaging simulator for proximity operations

M Pajusalu, I Iakubivskyi, GJ Schwarzkopf, O Knuuttila… - PloS one, 2022 - journals.plos.org
This paper describes the architecture and demonstrates the capabilities of a newly
developed, physically-based imaging simulator environment called SISPO, developed for …

[PDF][PDF] Sample Fetch Rover guidance, navigation and control subsystem-an overview

P Weclewski, R Marc, B Brayzier… - Proceedings of the …, 2022 - robotics.estec.esa.int
Building on ExoMars heritage in Airbus, Sample Fetch Rover (SFR) is part of the NASA/ESA
Mars Sample Return (MSR) Campaign, aiming to pick up and then return samples to the …

A Dual-Mode Approach for Vision-Based Navigation in a Lunar Landing Scenario

L Ostrogovich, R Del Prete… - Proceedings of the …, 2024 - openaccess.thecvf.com
In this research a novel approach for autonomous spacecraft navigation particularly in lunar
contexts is presented focusing on vision-based techniques. The system incorporates lunar …

[PDF][PDF] ARGOS: Calibrated facility for Image based Relative Navigation technologies on ground verification and testing

M Piccinin, S Silvestrini, G Zanotti… - INTERNATIONAL …, 2021 - re.public.polimi.it
This paper presents the recent developments of ARGOS, a GNC experimental facility at
Politecnico of Milano, at the premises of the Aerospace Science and Technology …

[PDF][PDF] Absolute localisation by map matching for sample fetch rover

M Dinsdale, W Hamilton, R Marc, P Weclewski, A Dysli… - Astra, 2022 - researchgate.net
The challenging autonomy demands of the Sample Fetch Rover mission require an on-
board Absolute Localisation algorithm. This paper describes an algorithm that uses cross …

Iris: High-fidelity perception sensor modeling for closed-loop planetary simulations

C Aiazzi, A Jain, A Gaut, A Young… - AIAA SCITECH 2022 …, 2022 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2022-1433. vid Perception plays a key
role in autonomous and semi-autonomous planetary exploration vehicles. For instance …