Integrating LiDAR Point Cloud Classification and Building Footprints for Enhanced 3D LOD Building Modeling: A Deep Learning Approach

3D Building modeling is crucial for urban planning, helping stakeholders make informed decisions on critical issues such as flood risk assessment, urban heat island effect, and sustainable infrastructure development. In this research, we use RandLA-Net, a cutting-edge deep learning algorithm to clas...

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Bibliographic Details
Main Authors: L. Lakshmanan, S. Nagarajan
Format: Article
Language:English
Published: Copernicus Publications 2025-03-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-M-5-2024/95/2025/isprs-archives-XLVIII-M-5-2024-95-2025.pdf
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