Laser & Optoelectronics Progress, Volume. 62, Issue 14, 1428001(2025)

Roof Plane Segmentation from LiDAR Point Clouds Using Multi-Scale Voxels and Graph Cuts

Gang Li1, Liang Zhang2、*, Ke Liu3, Lu Gao3, and Shitao Xiang3
Author Affiliations
  • 1State Key Laboratory of Geo-Information Engineering, Xi'an Research Institute of Surveying and Mapping, Xi'an 710054, Shaanxi , China
  • 2Faculty of Resources and Environmental Science, Hubei University, Wuhan 430062, Hubei , China
  • 3School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan 430048, Hubei , China
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    References(22)

    [1] Li G, Liu K, Ma H C et al. Regular building outline extraction based on multi-level minimum bounding rectangle[J]. Laser & Optoelectronics Progress, 61, 0837013(2024).

    [8] Shu M, Liu K. Building roof planes segmentation of airborne LiDAR by using coarse-to-fine method[J]. Laser and Infrared, 49, 1414-1420(2019).

    [11] Pan W D, Li A H, Liu X S. Progress in research and application of image stitching technology based on regional optimization[J]. Laser & Optoelectronics Progress, 61, 1800004(2024).

    [15] Wang J X, Jiang Y, Wang L Q. Segmentation of building roofs from airborne LiDAR point clouds using voxel-based region growing[J]. Journal of Geo-Information Science, 25, 2468-2486(2023).

    [21] Tu J M, Shen Y, Li J et al. Airborne LiDAR point cloud roof plane segmentation method based on voxel and point hybrid growth[J]. Chinese Journal of Lasers, 51, 2210002(2024).

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    Gang Li, Liang Zhang, Ke Liu, Lu Gao, Shitao Xiang. Roof Plane Segmentation from LiDAR Point Clouds Using Multi-Scale Voxels and Graph Cuts[J]. Laser & Optoelectronics Progress, 2025, 62(14): 1428001

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Dec. 19, 2024

    Accepted: Feb. 5, 2025

    Published Online: Jul. 16, 2025

    The Author Email: Liang Zhang (1471325210@qq.com)

    DOI:10.3788/LOP242451

    CSTR:32186.14.LOP242451

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