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vtkOTKernelSmoothing.h
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vtkOTKernelSmoothing.h
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/*=========================================================================
Program: Visualization Toolkit
Module: vtkOTKernelSmoothing.h
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.
=========================================================================*/
/**
* @class vtkOTKernelSmoothing
* @brief
* A VTK Filter to compute Kernel Smoothing
* using PDF computation from openturns.
*/
#ifndef vtkOTKernelSmoothing_h
#define vtkOTKernelSmoothing_h
#include "vtkFiltersOpenTURNSModule.h" // For export macro
#include "vtkOTFilter.h"
namespace OT
{
class KernelSmoothing;
}
class VTKFILTERSOPENTURNS_EXPORT vtkOTKernelSmoothing : public vtkOTFilter
{
public:
static vtkOTKernelSmoothing* New();
vtkTypeMacro(vtkOTKernelSmoothing, vtkOTFilter);
void PrintSelf(ostream& os, vtkIndent indent) override;
//@{
/**
* Methods to set / get number of points to compute, 129 by default
*/
vtkSetClampMacro(PointNumber, int, 1, VTK_INT_MAX);
vtkGetMacro(PointNumber, int);
//@}
//@{
/**
* Methods to set / get flag that triggers
* Gaussian PDF computation, true by default
*/
vtkSetMacro(GaussianPDF, bool);
vtkGetMacro(GaussianPDF, bool);
//@}
//@{
/**
* Methods to set / get flag that triggers
* Triangular PDF computation, true by default
*/
vtkSetMacro(TriangularPDF, bool);
vtkGetMacro(TriangularPDF, bool);
//@}
//@{
/**
* Methods to set / get flag that triggers
* Epanechnikov PDF computation, true by default
*/
vtkSetMacro(EpanechnikovPDF, bool);
vtkGetMacro(EpanechnikovPDF, bool);
//@}
//@{
/**
* Methods to set / get the boundary correction, false by default
*/
vtkSetMacro(BoundaryCorrection, bool);
vtkGetMacro(BoundaryCorrection, bool);
//@}
protected:
vtkOTKernelSmoothing();
~vtkOTKernelSmoothing() override;
/**
* Do the actual computation and store it in output
*/
int Process(OT::Sample* input) override;
void ComputePDF(OT::Sample* input, OT::KernelSmoothing* ks, double* range, const char* pdfName);
int PointNumber;
bool GaussianPDF;
bool TriangularPDF;
bool EpanechnikovPDF;
bool BoundaryCorrection;
private:
void operator=(const vtkOTKernelSmoothing&) = delete;
vtkOTKernelSmoothing(const vtkOTKernelSmoothing&) = delete;
};
#endif