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Massimiliano Pepe

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Review Open access Aug 2026

AI-Assisted Scan-to-BIM for Masonry Arch Bridges: From Point Cloud Segmentation to Parametric Heritage BIM Reconstruction

The results demonstrate the potential of hybrid AI and geometric approaches to improve the efficiency, repeatability, and reliability of Scan-to-BIM processes for historical masonry bridge heritage and show that the geometric quality of the HBIM model depends primarily on the density, spatial distribution and completeness of the structural points, rather than on their total number.

V. Alfio, Massimiliano Pepe, Donato Palumbo et al. · 0 citations