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euclidean-embedding

topic1 events
papersSEP 10 04:00 UTC

Hyperbolic Geometry Approach Proposed for Open-World Object Detection in Remote Sensing Imagery

A new arXiv paper applies hyperbolic geometry to open-world object detection in satellite and aerial imagery. The work targets the fact that remote-sensing object categories carry hidden hierarchical structure, which standard Euclidean embedding spaces struggle to represent. The method is designed to flag unknown objects and incrementally absorb them into the model once annotations become available.

computer-vision/remote-sensing/object-detection/hyperbolic-geometry