connected_components

Assigns an ID to each cluster of connected components in a point cloud. The point cloud is subdivided
into a 3D grid, and a classical <a href="https://en.wikipedia.org/wiki/Connected-component_labeling">Connected-Component Labeling</a>
algorithm is applied in 3D.

Airborne LiDAR (Light Detection and Ranging) interface for data
manipulation and visualization. Read/write 'las' and 'laz' files, computation
of metrics in area based approach, point filtering, artificial point reduction,
classification from geographic data, normalization, individual tree segmentation
and other manipulations.

Jean-Romain Roussel

lidR

Airborne LiDAR Data Manipulation and Visualization for Forestry
Applications

connected_components function

<dl><dt>las</dt>
<dd>A LAS object representing the point cloud data.</dd>
<dt>res</dt>
<dd>Grid resolution. If two non-empty voxels are contiguous, they are considered part of
the same component.</dd>
<dt>min_pts</dt>
<dd>Minimum number of points in a cluster. If a cluster contains fewer than <code>min_pts</code>
points, it is assigned an ID of 0, indicating that it does not belong to any group.</dd>
<dt>name</dt>
<dd>A string specifying the name of the new attribute used to store the ID of each cluster.</dd></dl>

Arguments

Assigns an ID to each cluster of connected components in a point cloud. The point cloud is subdivided
into a 3D grid, and a classical <a href='https://en.wikipedia.org/wiki/Connected-component_labeling'>Connected-Component Labeling</a>
algorithm is applied in 3D.

Connected-Component Labeling — connected_components

<dl>

<dt>las</dt>
<dd>A LAS object representing the point cloud data.</dd>


<dt>res</dt>
<dd>Grid resolution. If two non-empty voxels are contiguous, they are considered part of
the same component.</dd>


<dt>min_pts</dt>
<dd>Minimum number of points in a cluster. If a cluster contains fewer than <code>min_pts</code>
points, it is assigned an ID of 0, indicating that it does not belong to any group.</dd>


<dt>name</dt>
<dd>A string specifying the name of the new attribute used to store the ID of each cluster.</dd>

</dl>

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connected_components: Connected-Component Labeling

Description

Usage

Value

Arguments