Computer Engineering and Applications ›› 2010, Vol. 46 ›› Issue (32): 141-143.DOI: 10.3778/j.issn.1002-8331.2010.32.039

• 图形、图像、模式识别 • Previous Articles     Next Articles

Research on extracting multi-layer roof boundary from LIDAR point clouds

XU Jing-zhong,YAO Fang   

  1. School of Remote Sensing and Information Engineering,Wuhan University,Wuhan 430079,China
  • Received:2010-05-10 Revised:2010-08-23 Online:2010-11-11 Published:2010-11-11
  • Contact: XU Jing-zhong

LIDAR点云中多层屋顶轮廓线提取方法研究

徐景中,姚 芳   

  1. 武汉大学 遥感信息工程学院,武汉 430079
  • 通讯作者: 徐景中

Abstract: Based on the analysis of existing building boundary extraction method,the article proposes a method of extracting building boundaries directly from LIDAR point clouds,in consideration of characteristics of roofs with multi-layer and irregular shapes.The process consists of a sequence of steps:identify roof points;extract building boundary;and regularize the boundary.Buildings with multi-layer and irregular roof shape are used to evaluate the proposed approach and results show the promising capability of extracting building boundary from point cloud data.

Key words: LIght Detection And Range(LIDAR), building, boundary, regularization

摘要: 在分析LIDAR数据提取建筑物轮廓线现状的基础上,针对多层、非规则屋顶轮廓线提取的难点,提出一种直接基于离散点云的屋顶轮廓线提取方法,该方法主要包括屋顶点的识别,初始轮廓线的提取以及轮廓线的规则化等步骤。最后采用实地数据进行验证,结果表明该方法具有一定的应用前景。

关键词: 机载激光雷达, 建筑物, 轮廓线, 规则化

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