Study diagnoses neighbourhood shortcuts in satellite building damage assessment

A new arXiv paper examines how deep learning models for building damage assessment from very-high-resolution satellite imagery rely on neighbourhood shortcuts, and proposes a building-evidence plug-in to address the problem.

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1. 2026-10-30 04:00 · arXiv cs.CV
   Neighbourhood shortcuts in building damage assessment from very-high-resolution satellite imagery: diagnosis and a building-evidence plug-in