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vtkGaussianKernel.cxx
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vtkGaussianKernel.cxx
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/*=========================================================================
Program: Visualization Toolkit
Module: vtkGaussianKernel.cxx
Copyright (c) Ken Martin, Will Schroeder, Bill Lorensen
All rights reserved.
See Copyright.txt or http://www.kitware.com/Copyright.htm for details.
This software is distributed WITHOUT ANY WARRANTY; without even
the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
PURPOSE. See the above copyright notice for more information.
=========================================================================*/
#include "vtkGaussianKernel.h"
#include "vtkAbstractPointLocator.h"
#include "vtkObjectFactory.h"
#include "vtkIdList.h"
#include "vtkDoubleArray.h"
#include "vtkDataSet.h"
#include "vtkPointData.h"
#include "vtkMath.h"
#include "vtkMathUtilities.h"
vtkStandardNewMacro(vtkGaussianKernel);
//----------------------------------------------------------------------------
vtkGaussianKernel::vtkGaussianKernel()
{
this->Sharpness = 2.0;
this->F2 = this->Sharpness / this->Radius;
}
//----------------------------------------------------------------------------
vtkGaussianKernel::~vtkGaussianKernel()
{
}
//----------------------------------------------------------------------------
void vtkGaussianKernel::
Initialize(vtkAbstractPointLocator *loc, vtkDataSet *ds, vtkPointData *pd)
{
this->Superclass::Initialize(loc, ds, pd);
this->F2 = this->Sharpness / this->Radius;
this->F2 = this->F2 * this->F2;
}
//----------------------------------------------------------------------------
vtkIdType vtkGaussianKernel::
ComputeWeights(double x[3], vtkIdList *pIds, vtkDoubleArray *prob,
vtkDoubleArray *weights)
{
vtkIdType numPts = pIds->GetNumberOfIds();
int i;
vtkIdType id;
double d2, y[3], sum = 0.0;
weights->SetNumberOfTuples(numPts);
double *p = (prob ? prob->GetPointer(0) : nullptr);
double *w = weights->GetPointer(0);
double f2=this->F2;
for (i=0; i<numPts; ++i)
{
id = pIds->GetId(i);
this->DataSet->GetPoint(id,y);
d2 = vtkMath::Distance2BetweenPoints(x,y);
if ( vtkMathUtilities::FuzzyCompare(d2, 0.0, std::numeric_limits<double>::epsilon()*256.0 )) //precise hit on existing point
{
pIds->SetNumberOfIds(1);
pIds->SetId(0,id);
weights->SetNumberOfTuples(1);
weights->SetValue(0,1.0);
return 1;
}
else
{
w[i] = (p ? p[i]*exp(-f2 * d2) : exp(-f2 * d2));
sum += w[i];
}
}//over all points
// Normalize
if ( this->NormalizeWeights && sum != 0.0 )
{
for (i=0; i<numPts; ++i)
{
w[i] /= sum;
}
}
return numPts;
}
//----------------------------------------------------------------------------
void vtkGaussianKernel::PrintSelf(ostream& os, vtkIndent indent)
{
this->Superclass::PrintSelf(os,indent);
os << indent << "Sharpness: " << this->GetSharpness() << endl;
}