AINeutralarXiv – CS AI · 7h ago6/10
🧠
Collaborative Space Object Detection with Multi-Satellite Viewpoints in LEO Constellations
Researchers demonstrate that multi-view satellite imagery fusion significantly improves space object detection in LEO constellations, with detection accuracy (mAP50) improving up to 36.3% using collaborative multi-satellite observations. The study establishes practical pipelines for implementing YOLO-based detectors with fused multi-viewpoint data, addressing critical space safety challenges as orbital congestion increases.