Context-aware and boundary-optimized model for road marking instance segmentation using MLS point cloud intensity images

Accurate road marking extraction is essential for advancing digital transportation systems, autonomous vehicles, and high-definition maps. Although existing methods focus on extracting high-precision road markings from Mobile Laser Scanning (MLS) point clouds, they still face challenges in practical...

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Bibliographic Details
Main Authors: Dehui Li, Tao Liu, Ping Du, Tianen Ma, Shuangtong Liu
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:International Journal of Digital Earth
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Online Access:https://www.tandfonline.com/doi/10.1080/17538947.2025.2531842
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