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Author

Youness Dehbi

6 papers indexed here

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Open access Sep 2026

Graph-Based Safe-Routing for Flood-Aware Evacuation in Urban Environments

Flooding presents a major hazard to urban citizens, particularly during the initial phase of an event when evacuation decisions must be made under limited spatial information. Despite recent advances in hydrological modelling and early warning systems, these approaches often do not provide route-level information requi...

Eduardo Manuel Verdugo Fernández, Al Maimun As Samee, Lukas Arzoumanidis et al. · 0 citations
Review Open access Sep 2026

Zero-Shot Detection for Automatic Mapping of Illegal Roadside Waste Dumps from Volunteered Street-View Imagery

Illegal roadside waste dumping represents a persistent urban environmental problem, particularly in rapidly growing cities. Conventional monitoring approaches based on manual field surveys and mapping are labor-intensive, costly, and difficult to scale. This study presents an automated framework for detecting and mappi...

Al Maimun As Samee, Lukas Arzoumanidis, Huynh Duc An Son Nguyen et al. · 0 citations
Review Open access Sep 2026

End-to-End Pothole Detection and Semantic 3D City Model Enrichment Using LoRA-Adapted Foundation Models and Open Street-Level Imagery

Regular road inspection is essential for maintaining pavement service life and ensuring traffic safety. Conventional approaches require specialized survey vehicles and sensor payloads, while damage assessment relies predominantly on supervised computer vision models trained on large annotated datasets. Recent advances...

B. Ouzougarh, Jannik Matijevic, Huynh Duc An Son Nguyen et al. · 0 citations
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
Preprint Jul 2026

AuthentiCity: A Multi-Source Provenance-Aware Knowledge Graph and Benchmark for 3D City Models

Urban digital twins increasingly combine authoritative, crowd-sourced, machine-learned, and reconstructed data with differing reliability, coverage, and semantics. Yet few urban datasets provide a unified representation supporting multi-source integration, provenance tracking, spatial reasoning, and machine learning. W...

Huynh Duc An Son Nguyen, Lukas Arzoumanidis, Youness Dehbi · 0 citations
Open access Jul 2026

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

Abstract. Semantically rich 3D city models play a vital role in a variety of applications, such as urban planning. Enhancing these models with currently unavailable attributes, such as building storey numbers, can unlock new opportunities to address pressing challenges, including sustainable urban development. In this...

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

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