Automatic Non-Urban Road Surface Point Extraction Based on Geometric Features Using Neural Networks and Raster Structure Approach

The automatic segmentation of road surface points from 3D point cloud data has recently gained significant attention. However, it remains challenging due to the variability of road characteristics and the complexity of surrounding environments, especially in non-urban areas. This study introduces a...

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Bibliographic Details
Main Authors: M. Dowajy, M. Fawzy, A. Barsi, T. Lovas
Format: Article
Language:English
Published: Copernicus Publications 2025-07-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-G-2025/389/2025/isprs-archives-XLVIII-G-2025-389-2025.pdf
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