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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Adriano Mancini

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Open access Jul 2026

Automatic Extraction and Multi-Class Instance Segmentation of Rural Road Networks from Orthoimagery using YOLOv11 and SAHI Sliced Inference for Cadastral Update

An automated geospatial pipeline based on the YOLOv11 architecture offers a scalable and near real-time solution for updating national topographic databases and demonstrates that the framework is valuable for emergency response logistics and urban planning.

M. Sanità, L. Nepi, E. Malinverni et al. · 0 citations

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