Computer vision tasks for intelligent aerospace perception: An overview
Computer vision tasks are crucial for aerospace missions as they help spacecraft to
understand and interpret the space environment, such as estimating position and …
understand and interpret the space environment, such as estimating position and …
Rapid abstraction of spacecraft 3d structure from single 2d image
This paper presents a Convolutional Neural Network (CNN) to simultaneously abstract the
3D structure of the target space resident object and estimate its pose from a single 2D …
3D structure of the target space resident object and estimate its pose from a single 2D …
Computer vision tasks for intelligent aerospace missions: An overview
Computer vision tasks are crucial for aerospace missions as they help spacecraft to
understand and interpret the space environment, such as estimating position and …
understand and interpret the space environment, such as estimating position and …
Characterizing Satellite Geometry via Accelerated 3D Gaussian Splatting
VM Nguyen, E Sandidge, T Mahendrakar, RT White - Aerospace, 2024 - mdpi.com
The accelerating deployment of spacecraft in orbit has generated interest in on-orbit
servicing (OOS), inspection of spacecraft, and active debris removal (ADR). Such missions …
servicing (OOS), inspection of spacecraft, and active debris removal (ADR). Such missions …
Leveraging Neural Radiance Fields for Pose Estimation of an Unknown Space Object during Proximity Operations
A Legrand, R Detry, C De Vleeschouwer - arXiv preprint arXiv:2405.12728, 2024 - arxiv.org
We address the estimation of the 6D pose of an unknown target spacecraft relative to a
monocular camera, a key step towards the autonomous rendezvous and proximity …
monocular camera, a key step towards the autonomous rendezvous and proximity …
Pose Estimation and Neural Implicit Reconstruction Towards Non-Cooperative Spacecraft Without Offline Prior Information
B Han, C Wang, X Zhang, Z Zhao, Z Zhai… - … on Aerospace and …, 2024 - ieeexplore.ieee.org
Non-cooperative spacecraft pose estimation plays a crucial role in on-orbit servicing.
However, existing pose estimation methods often assume CAD models of target objects as …
However, existing pose estimation methods often assume CAD models of target objects as …
Taking a PEEK into YOLOv5 for Satellite Component Recognition via Entropy-based Visual Explanations
The escalating risk of collisions and the accumulation of space debris in Low Earth Orbit
(LEO) has reached critical concern due to the ever increasing number of spacecraft …
(LEO) has reached critical concern due to the ever increasing number of spacecraft …
3D Mesh Model Generation from 2D Images for Small Furniture Items
MSM Kamel, RM Elmasry… - 2023 International Mobile …, 2023 - ieeexplore.ieee.org
The proposed 3D reconstruction system is a novel approach that takes a video input and
outputs a high-quality 3D mesh model that can be rendered and viewed through augmented …
outputs a high-quality 3D mesh model that can be rendered and viewed through augmented …
[PDF][PDF] Capturing Tumbling Objects in Orbit with Adaptive Tube Model Predictive Control
A John Sabu - 2023 - escholarship.org
Since the launch of Sputnik 1 in 1957, the amount of human-made orbital debris has
increased dramatically. The first two pieces of debris were the rocket stage that launched the …
increased dramatically. The first two pieces of debris were the rocket stage that launched the …
AI-based guidance for spacecraft proximity operations around uncooperative targets
A Brandonisio - 2023 - politesi.polimi.it
In recent years, space research has heavily shifted its focus towards enhanced on-board
autonomy for spacecrafts' on-orbit servicing (OOS), which, together with the automatization …
autonomy for spacecrafts' on-orbit servicing (OOS), which, together with the automatization …