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Pierpaolo Antonio Fusaro

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Jul 2026

Zero-Shot Degradation Segmentation on Historical Buildings Using Vision LLM and SAM2

The automated detection and classification of surface degradation on historical buildings represents a critical challenge in architectural heritage conservation. Conventional approaches relying on manual inspection or supervised machine learning require extensive annotated datasets and expert involvement, limiting thei...

Francesco Demarco, Federico De Francesca, Pierpaolo Antonio Fusaro et al. · 0 citations

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