DMP-KDO-PCLoSA: a LiDAR point cloud visibility analysis method for urban remote sensing using depth map projection and KNN optimization

Accurate line-of-sight (LoS) analysis in LiDAR point clouds is vital for urban remote sensing and geospatial applications, yet sparse and occluded data challenge reliability. We propose DMP-KDO-PCLoSA, a novel method integrating Depth Map Projection (DMP) with K-Nearest Neighbour Depth Optimization...

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Bibliographic Details
Main Authors: Jianghong Zhao, Yihong Zhang, Ailin Xu, Xueqing Zhang, Yingyi Zhang, Shuhan Guo
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Geocarto International
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Online Access:https://www.tandfonline.com/doi/10.1080/10106049.2025.2540948
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