Cross-domain urban and heritage point cloud benchmarks for semantic segmentation: insights from the 3M (Mapping Mappano Municipality) and ArCHX datasets

Semantic segmentation of 3D point clouds is a key enabler for intelligent urban analysis and cultural heritage documentation. However, current benchmarks remain uneven for different reasons: from the fragmented scenes of cityscape scenarios where a unique environment is not provided, to the difficul...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	F. Matrone, A. M. Lingua, A. Murtiyoso, M. Sridhar, L. J. Sanchez Aparicio, R. Santamaria Maestro, P. Sanz-Honrado, H. Pande, P. Seth Tiwari, S. Agrawal
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Copernicus Publications 2025-12-01
Schriftenreihe:	The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online-Zugang:	https://isprs-archives.copernicus.org/articles/XLVIII-1-W6-2025/131/2025/isprs-archives-XLVIII-1-W6-2025-131-2025.pdf
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