Machine learning-based segmentation of aerial LiDAR point cloud data on building roof

Machine learning-based segmentation of aerial LiDAR point cloud data on building roof

ABSTRACTThree-dimensional (3D) reconstruction of a building can be facilitated by correctly segmenting different feature points (e.g. in the form of boundary, fold edge, and planar points) over the building roof, and then, establishing relationships among the constructed feature lines and planar pat...

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Bibliographic Details
Main Authors: Emon Kumar Dey, Mohammad Awrangjeb, Fayez Tarsha Kurdi, Bela Stantic
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:European Journal of Remote Sensing
Subjects:
Machine learning
building reconstruction
edge point
feature point extraction
segmentation
boundary point extraction
Online Access:https://www.tandfonline.com/doi/10.1080/22797254.2023.2210745

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