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Zhi-Ya Yang

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Open access Jul 2026

Foundation Model-Based Pipeline for 3D Damage Localization in Built Infrastructure

Abstract. Accurate damage localization is essential for infrastructure inspection, but conventional segmentation methods rely on dense pixel-level annotations that are costly to obtain and difficult to scale. This paper presents a foundation model-based pipeline for data-efficient damage localization in built infrastru...

Zhi-Ya Yang, Roberto de Lima-Hernandez, M. Vergauwen · 0 citations

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