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

Sanità, Marsia; Nepi, Lindo; Malinverni, Eva Savina; Mancini, Adriano; Pierdicca, Roberto; Warchoł, Artur; Balawejder, Monika

doi:10.5194/isprs-archives-XLIX-B2-2026-1397-2026

Articles | Volume XLIX-B2-2026

https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-1397-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-1397-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume XLIX-B2-2026

23 Jul 2026

| 23 Jul 2026

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

Marsia Sanità, Lindo Nepi, Eva Savina Malinverni, Adriano Mancini, Roberto Pierdicca, Artur Warchoł, and Monika Balawejder

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