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Space debris detection using feature learning of candidate regions in optical image sequences
J **, Y **ang, OK Ersoy, M Cong, X Wei, J Gu - Ieee Access, 2020 - ieeexplore.ieee.org
Space debris detection is important in space situation awareness and space asset
protection. In this article, we propose a method to detect space debris using feature learning …
protection. In this article, we propose a method to detect space debris using feature learning …
Effects of phase angle and sensor properties on on-orbit debris detection using commercial star trackers
A Shtofenmakher, H Balakrishnan - Acta Astronautica, 2024 - Elsevier
The recent proliferation of resident space objects (RSOs) in low Earth orbit (LEO) threatens
the sustainability of space as a resource and requires persistent monitoring to avoid …
the sustainability of space as a resource and requires persistent monitoring to avoid …
Dim and small space-target detection and centroid positioning based on motion feature learning
S Su, W Niu, Y Li, C Ren, X Peng, W Zheng, Z Yang - Remote Sensing, 2023 - mdpi.com
The detection of dim and small space-targets is crucial in space situational awareness
missions; however, low signal-to-noise ratio (SNR) targets and complex backgrounds pose …
missions; however, low signal-to-noise ratio (SNR) targets and complex backgrounds pose …
[HTML][HTML] Simulation of RSO images for space situation awareness (SSA) using parallel processing
R Clark, Y Fu, S Dave, R Lee - Sensors, 2021 - mdpi.com
With the rapid increase in resident space objects (RSO), there is a growing demand for their
identification and characterization to advance space simulation awareness (SSA) programs …
identification and characterization to advance space simulation awareness (SSA) programs …
[HTML][HTML] Co-correcting: Combat noisy labels in space debris detection
H Li, Z Niu, Q Sun, Y Li - Remote Sensing, 2022 - mdpi.com
Space debris detection is vital to space missions and space situation awareness.
Convolutional neural networks are introduced to detect space debris due to their excellent …
Convolutional neural networks are introduced to detect space debris due to their excellent …
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 …
Enhanced YOLOv8-based method for space debris detection using cross-scale feature fusion
Y Guo, X Yin, Y **ao, Z Zhao, X Yang, C Dai - Discover Applied Sciences, 2025 - Springer
Optical observations play a crucial role in monitoring space debris, and long exposure large
field-of-view telescopes exhibit robust detection capabilities for identifying space debris …
field-of-view telescopes exhibit robust detection capabilities for identifying space debris …
Seeing stars: Learned star localization for narrow-field astrometry
Star localization in astronomical imagery is a computer vision task that underpins satellite
tracking. Astronomical star extraction techniques often struggle to detect stars when applied …
tracking. Astronomical star extraction techniques often struggle to detect stars when applied …
Detecting moving objects with machine learning
WC Fraser - Machine Learning for Small Bodies in the Solar System, 2025 - Elsevier
The scientific study of the Solar System's minor bodies ultimately starts with a search for
those bodies. This chapter presents a review of the use of machine learning techniques to …
those bodies. This chapter presents a review of the use of machine learning techniques to …
Adaptation of ISO 23247 to aerospace digital twin applications-on-orbit collision avoidance and space-based debris detection
A Shtofenmakher, G Shao - AIAA SCITECH 2024 Forum, 2024 - arc.aiaa.org
As interest in digital engineering within a variety of technical domains begins to accelerate,
industries continue to encounter obstacles with regard to implementing—and benefiting from …
industries continue to encounter obstacles with regard to implementing—and benefiting from …