Image-based Deep Learning Approaches for Point Cloud Classification for Heritage BIM Modelling
This paper investigates the use of image-based deep learning methods to automate the segmentation and semantic classification of point clouds for Heritage Building Information Modelling (HBIM). In response to the limitations of classical machine learning approaches such as Random Forests, DBSCAN, an...
| Published in: | ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
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| Main Authors: | , |
| Format: | Article |
| Language: | English |
| Published: |
Copernicus Publications
2025-09-01
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| Online Access: | https://isprs-annals.copernicus.org/articles/X-M-2-2025/97/2025/isprs-annals-X-M-2-2025-97-2025.pdf |