Module pointcloud.importer

Package de.grogra.pointcloud.clustering

Class KMeans

java.lang.Object

de.grogra.pointcloud.clustering.KMeans

public abstract class KMeans
extends Object

Constructor Summary

Constructors

Constructor	Description
KMeans()

Method Summary

Modifier and Type	Method	Description
static PointCloudBaseImpl[]	cluster(PointCloudBaseImpl pc, int k, int maxIterations)	Clusters a given point cloud with given parameters

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

KMeans

public KMeans()

Method Details

cluster

public static PointCloudBaseImpl[] cluster(PointCloudBaseImpl pc,
 int k,
 int maxIterations)

Clusters a given point cloud with given parameters

Parameters:

pc - point cloud to be clustered

k - The amount of clusters the point cloud should be split

maxIterations - The maximum iterations of the algorithm

Returns:

Array of point clouds representing the cluster