循环纯滚动方法用于点云边界提取
Quanou Yang1, Zhihui Li1, Zhihui Liu2
1China Aerodynamics Research and Development Center, Mianyang 621000, China.
Sensors (Basel, Switzerland)
|January 11, 2025
概括
一种新的循环滚动方法 (CRM) 从二维和三维点云中提取边界. 这种边界提取技术比现有的方法更快,更好地处理复杂的形状.
科学领域:
- 计算机视觉 计算机视觉
- 计算几何学的计算几何学
- 处理点云处理点云处理
背景情况:
- 边界提取对于分析点云数据至关重要.
- 现有的方法面临复杂结构和重叠点的挑战.
研究的目的:
- 引入一个强大而高效的点云边界提取方法.
- 解决当前技术在处理干扰和复杂几何形状方面的局限性.
主要方法:
- 开发了一个循环滚动方法 (CRM) 用于2D点云边界提取.
- 通过使用平面移动吸附滚动方法 (MARM) 将CRM扩展到3D.
- 针对重叠点和多孔结构的干扰.
主要成果:
- 在2D点云中,CRM展示了更快的边界提取.
- 马尔有效地提取了3D边界,在表面度方面表现出色.
- 该方法在稀疏点和干扰问题上被证明是可靠的.
结论:
- 拟议的循环滚动方法为点云边界提取提供了高效和准确的解决方案.
- 这种技术对2D和3D数据都有显著的优势,特别是在复杂的场景中.
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