COMBINING IMAGE AND POINT CLOUD SEGMENTATION TO IMPROVE HERITAGE UNDERSTANDING

Current 2D and 3D semantic segmentation frameworks are developed and trained on specific benchmark datasets, often rich of synthetic data, and when they are applied to complex and real-world heritage scenarios they offer much lower accuracy than expected. In this work, we present and demonstrate an...

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Bibliographic Details
Main Authors: M. Bassier, G. Mazzacca, R. Battisti, S. Malek, F. Remondino
Format: Article
Language:English
Published: Copernicus Publications 2024-02-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-2-W4-2024/49/2024/isprs-archives-XLVIII-2-W4-2024-49-2024.pdf