Finding a needle in a haystack: Faint and small space object detection in 16-bit astronomical images using a deep learning-based approach
Y Jiang, Y Tang, C Ying - Electronics, 2023 - mdpi.com
With the increasing interest in space science exploration, the number of spacecraft in Earth's
orbit has been steadily increasing. To ensure the safety and operational integrity of active …
orbit has been steadily increasing. To ensure the safety and operational integrity of active …
The OPS-SAT case: A data-centric competition for onboard satellite image classification
While novel artificial intelligence and machine learning techniques are evolving and
disrupting established terrestrial technologies at an unprecedented speed, their adaptation …
disrupting established terrestrial technologies at an unprecedented speed, their adaptation …
Convolutional long-short term memory network for space debris detection and tracking
S Chen, H Wang, Z Shen, K Wang, X Zhang - Knowledge-Based Systems, 2024 - Elsevier
Abstract Space debris detection, as space environments become increasingly crowded, has
gradually become a field in urgent need of research. Due to the dim and undersized …
gradually become a field in urgent need of research. Due to the dim and undersized …
Oriented Clustering Reppoints for Resident Space Objects Detection in Time Delay Integration Images
Z Fu, Y Lei, X Tang, T Xu, G Tian, S Gao… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
The rotation of camera during scanning imaging induces the image degradation, which
means both resident space objects (RSOs) and stars have the same morphological …
means both resident space objects (RSOs) and stars have the same morphological …
Multi-frame temporal dense nested attention method for detecting GEO objects
J Liu, F Yu, Y Yuan, Y Yang - Advances in Space Research, 2024 - Elsevier
The geostationary orbit is a special and important spatial orbital resource. However, space
resident objects in this orbit pose potential threats to space security, characterized as dim …
resident objects in this orbit pose potential threats to space security, characterized as dim …
A Robust Space Target Extraction Algorithm Based on Standardized Correlation Space Construction
H Wang, S Chen, Z Shen, K Wang… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
With the increasing amount of space debris in near-earth space, the surveillance of space
has become more crucial to prevent potential space collisions. In an optical surveillance …
has become more crucial to prevent potential space collisions. In an optical surveillance …
Anomalous Individuals Searching Framework for Space Debris Detection in Single Optical Astronomical Image
H Wang, G Zhang, L Wang, S Chen, Z Shen… - Advances in Space …, 2024 - Elsevier
With the growing concern over space debris, effective space surveillance is significant to
prevent potential collisions. Traditional approaches often design specific algorithms for …
prevent potential collisions. Traditional approaches often design specific algorithms for …
[PDF][PDF] AI SSA Challenge Problem: Satellite Pattern-of-Life Characterization Dataset and Benchmark Suite
PM Siew, HE Solera, TG Roberts, D Jang… - Proceedings of the …, 2023 - amostech.com
With the increasing number of resident space objects (RSOs), it has become imperative to
enhance tracking and orbit prediction capabilities to safeguard space assets from the threat …
enhance tracking and orbit prediction capabilities to safeguard space assets from the threat …
Effective multi-frame optical detection algorithm for geo space objects
Y Dai, T Zheng, C Xue, L Zhou - Applied Sciences, 2022 - mdpi.com
Featured Application Space object detection. Abstract The limited resource of Geostationary
Earth Orbit (GEO) is precious and most telecommunication, weather and navigational …
Earth Orbit (GEO) is precious and most telecommunication, weather and navigational …
Survey Mode: A Review of Machine Learning in Resident Space Object Detection and Characterization
The number of Resident Space Objects (RSO) in Earth's orbit has been rising steadily since
the first satellite was launched. The need to protect functioning space assets from collisions …
the first satellite was launched. The need to protect functioning space assets from collisions …