/// <summary>
/// Gets the list of clusters.
/// </summary>
/// <returns>Returns the list of clusters.</returns>
public List <GenericCluster> GetClusters()
{
List <GenericCluster> genClusters = new List <GenericCluster>(clusters.Count);
// copy all clusters
foreach (LinkedCluster cluster in clusters)
{
GenericCluster genClus = new GenericCluster(cluster.CentreIndex);
foreach (int vertexIndex in cluster.MemberIndices)
{
genClus.AddVertex(vertexIndex);
}
genClusters.Add(genClus);
}
return(genClusters);
}
/// <summary>
/// Gets the list of clusters. Cluster centre is the vertex closest to the geometric centre of the cluster.
/// </summary>
/// <returns>Returns the list of clusters.</returns>
public List <GenericCluster> GetCenteredClusters()
{
List <GenericCluster> centeredClusters = new List <GenericCluster>(clusters.Count);
// rebuild all clusters
foreach (LinkedCluster cluster in clusters)
{
//double sumX = 0, sumY = 0, sumZ = 0;
//// find the centre of mass
//foreach (int vertexIndex in cluster.linkedVertices)
//{
// sumX += vertices[vertexIndex].X;
// sumY += vertices[vertexIndex].Y;
// sumZ += vertices[vertexIndex].Z;
//}
//double count = cluster.linkedVertices.Count;
//Vertex perfectCentre = new Vertex(sumX / count, sumY / count, sumZ / count);
double minX, minY, minZ;
minX = minY = minZ = double.PositiveInfinity;
double maxX, maxY, maxZ;
maxX = maxY = maxZ = double.NegativeInfinity;
// find the bounding box
foreach (int vertexIndex in cluster.MemberIndices)
{
double x = vertices[vertexIndex].X;
double y = vertices[vertexIndex].Y;
double z = vertices[vertexIndex].Z;
if (x < minX)
{
minX = x;
}
if (x > maxX)
{
maxX = x;
}
if (y < minY)
{
minY = y;
}
if (y > maxY)
{
maxY = y;
}
if (z < minZ)
{
minZ = z;
}
if (z > maxZ)
{
maxZ = z;
}
}
// find the geometric centre
Vertex perfectCentre = new Vertex((maxX + minX) / 2.0, (maxY + minY) / 2.0, (maxZ + minZ) / 2.0);
int closestIndex = -1;
double minDist = double.PositiveInfinity;
// find the closest vertex
foreach (int vertexIndex in cluster.MemberIndices)
{
// compute the distance to the centre of mass
double dist = perfectCentre.WeightedDistance(vertices[vertexIndex]);
if (dist < minDist)
{
// the vertex is closer
minDist = dist;
closestIndex = vertexIndex;
}
}
GenericCluster genClus = new GenericCluster(closestIndex);
foreach (int vertexIndex in cluster.MemberIndices)
{
genClus.AddVertex(vertexIndex);
}
centeredClusters.Add(genClus);
}
return(centeredClusters);
}
