再presenting使用3D Delaunay三角为依据激光雷达表面? [英] Representing a LiDAR surface using the 3D Delaunay Triangulation as basis?

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问题描述

我想重新present表面,具有3D Delaunay三角。 顶点必须是我的原始输入数据,激光雷达点云从市区。 所以,表面必须调节/调整该输入信息。

I would like to represent a surface, with 3D Delaunay Triangulation. The vertices must be my original input data, a LiDAR point cloud from an urban area. So, the surface must adjust/adapt the input information.

其实,我需要做的是以下内容:

Actually, what I need to do is the following:

  • 在我有一个三维点云(X,Y,Z)从市区;
  • 我需要重新present这个区域的表面;
  • 我愿做一个3D Delaunay三角网(我与CGAL和我的四面体) 并确定重新present表面(与CGAL我有4个顶点而只有三角形 我不能确定哪些重present表面三角形);
  • 由于这些表面的三角形是已知的,我需要给一个点,获得包含此给定点的三角形。
  • I have a 3D point cloud (x, y, z) from an urban area;
  • I need to represent the surface of this area;
  • I would like to do a 3D delaunay triangulation (I did with CGAL and I got the tetrahedrons) and identify only the triangles that represent the surface (with CGAL I have 4 vertices and I can't define which ones represent the surface triangle);
  • Since these surface triangles are known, I need to give a point and get the triangle that contains this given point.

我想知道我需要哪个功能。 我看到了三维表面的网格生成,3D Delaunay三角,曲面重构 从点将台,3D网格生成和3D阿尔法形状。 但我不知道哪一个更适合我的工作/需要。什么功能,可以给我 面三角形(再从我的初步数据集中psented由点$ P $)作为输出。

I would like to know which function I need. I saw the "3D surface mesh generation", "3D Delaunay Triangulation", "Surface Reconstruction from point sets", "3D Mesh generation" and "3D Alpha Shapes". But I am not sure which one fits better to my work/need. What function could give me the surface triangles (represented by points from my initial dataset) as output.

有没有人有一个建议?

推荐答案

您可以使用淡入淡出2.5D,它使用了三角形网格表面点:

You can use Fade 2.5D, it uses triangles to mesh surface points:

http://www.geom.at/fade2d/html/

http://www.geom.at/fade2d/html/

该库是免费的科学使用,你可以找到在实施例7一个code为例(我是作者)。

The library is free for scientific use, you can find a code example in Example7 (I'm the author).

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