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Author

Elmehdi Kanna

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Open access Aug 2026

SVI2LoD3: Agent-Driven Reconstruction of LoD3 Façade Openings in Semantic 3D City Models from Volunteered Street View Imagery using Large Language and Visual Models

An end-to-end, agent-driven pipeline for the LoD3 reconstruction of façade openings in 3D city models, producing directly usable CityGML-conform outputs and a novel evaluation metric for façade reconstruction, termed Facade Feature Distance.

Elmehdi Kanna, Lukas Arzoumanidis, Huynh Duc An Son Nguyen et al. · 1 citation
Open access Jul 2026

Domain-Adaptive Object Detection for Enriching Semantic 3D City Models with Building Storeys from Street-View Images

This work presents an end-to-end pipeline for the automatic estimation of the number of storeys to semantically enrich 3D city models and enables the automatic augmentation of CityGMLbased 3D city models by filling in missing attributes.

Lukas Arzoumanidis, Al Maimun As Samee, Elmehdi Kanna et al. · 0 citations

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