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vtkGaussianKernel Class Reference

a spherical Gaussian interpolation kernel More...

#include <vtkGaussianKernel.h>

Inheritance diagram for vtkGaussianKernel:
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Collaboration diagram for vtkGaussianKernel:
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Public Member Functions

void Initialize (vtkAbstractPointLocator *loc, vtkDataSet *ds, vtkPointData *pd) override
 Initialize the kernel.
 
vtkIdType ComputeWeights (double x[3], vtkIdList *pIds, vtkDoubleArray *prob, vtkDoubleArray *weights) override
 Given a point x, a list of basis points pIds, and a probability weighting function prob, compute interpolation weights associated with these basis points.
 
virtual vtkIdType ComputeWeights (double x[3], vtkIdList *pIds, vtkDoubleArray *prob, vtkDoubleArray *weights)=0
 Given a point x, a list of basis points pIds, and a probability weighting function prob, compute interpolation weights associated with these basis points.
 
vtkIdType ComputeWeights (double x[3], vtkIdList *pIds, vtkDoubleArray *weights) override
 Given a point x, and a list of basis points pIds, compute interpolation weights associated with these basis points.
 
virtual void SetSharpness (double)
 Set / Get the sharpness (i.e., falloff) of the Gaussian.
 
virtual double GetSharpness ()
 Set / Get the sharpness (i.e., falloff) of the Gaussian.
 
- Public Member Functions inherited from vtkGeneralizedKernel
vtkIdType ComputeBasis (double x[3], vtkIdList *pIds, vtkIdType ptId=0) override
 Based on the kernel style, invoke the appropriate locator method to obtain the points making up the basis.
 
virtual vtkIdType ComputeWeights (double x[3], vtkIdList *pIds, vtkDoubleArray *prob, vtkDoubleArray *weights)=0
 Given a point x, a list of basis points pIds, and a probability weighting function prob, compute interpolation weights associated with these basis points.
 
vtkIdType ComputeWeights (double x[3], vtkIdList *pIds, vtkDoubleArray *weights) override
 Given a point x, and a list of basis points pIds, compute interpolation weights associated with these basis points.
 
virtual void SetKernelFootprint (int)
 Specify the interpolation basis style.
 
virtual int GetKernelFootprint ()
 Specify the interpolation basis style.
 
void SetKernelFootprintToRadius ()
 Specify the interpolation basis style.
 
void SetKernelFootprintToNClosest ()
 Specify the interpolation basis style.
 
virtual void SetRadius (double)
 If the interpolation basis style is Radius, then this method specifies the radius within which the basis points must lie.
 
virtual double GetRadius ()
 If the interpolation basis style is Radius, then this method specifies the radius within which the basis points must lie.
 
virtual void SetNumberOfPoints (int)
 If the interpolation basis style is NClosest, then this method specifies the number of the closest points used to form the interpolation basis.
 
virtual int GetNumberOfPoints ()
 If the interpolation basis style is NClosest, then this method specifies the number of the closest points used to form the interpolation basis.
 
virtual void SetNormalizeWeights (bool)
 Indicate whether the interpolation weights should be normalized after they are computed.
 
virtual bool GetNormalizeWeights ()
 Indicate whether the interpolation weights should be normalized after they are computed.
 
virtual void NormalizeWeightsOn ()
 Indicate whether the interpolation weights should be normalized after they are computed.
 
virtual void NormalizeWeightsOff ()
 Indicate whether the interpolation weights should be normalized after they are computed.
 
vtkGeneralizedKernelNewInstance () const
 Standard methods for type and printing.
 
void PrintSelf (ostream &os, vtkIndent indent) override
 Standard methods for type and printing.
 
- Public Member Functions inherited from vtkInterpolationKernel
virtual void Initialize (vtkAbstractPointLocator *loc, vtkDataSet *ds, vtkPointData *pd)
 Initialize the kernel.
 
virtual vtkIdType ComputeBasis (double x[3], vtkIdList *pIds, vtkIdType ptId=0)=0
 Given a point x (and optional associated point id), determine the points around x which form an interpolation basis.
 
virtual vtkIdType ComputeWeights (double x[3], vtkIdList *pIds, vtkDoubleArray *weights)=0
 Given a point x, and a list of basis points pIds, compute interpolation weights associated with these basis points.
 
 vtkAbstractTypeMacro (vtkInterpolationKernel, vtkObject)
 Standard method for type and printing.
 
void PrintSelf (ostream &os, vtkIndent indent) override
 Standard method for type and printing.
 
virtual void SetRequiresInitialization (bool)
 Indicate whether the kernel needs initialization.
 
virtual bool GetRequiresInitialization ()
 Indicate whether the kernel needs initialization.
 
virtual void RequiresInitializationOn ()
 Indicate whether the kernel needs initialization.
 
virtual void RequiresInitializationOff ()
 Indicate whether the kernel needs initialization.
 
- Public Member Functions inherited from vtkObject
 vtkBaseTypeMacro (vtkObject, vtkObjectBase)
 
virtual void DebugOn ()
 Turn debugging output on.
 
virtual void DebugOff ()
 Turn debugging output off.
 
bool GetDebug ()
 Get the value of the debug flag.
 
void SetDebug (bool debugFlag)
 Set the value of the debug flag.
 
virtual void Modified ()
 Update the modification time for this object.
 
virtual vtkMTimeType GetMTime ()
 Return this object's modified time.
 
void PrintSelf (ostream &os, vtkIndent indent) override
 Methods invoked by print to print information about the object including superclasses.
 
void RemoveObserver (unsigned long tag)
 
void RemoveObservers (unsigned long event)
 
void RemoveObservers (const char *event)
 
void RemoveAllObservers ()
 
vtkTypeBool HasObserver (unsigned long event)
 
vtkTypeBool HasObserver (const char *event)
 
vtkTypeBool InvokeEvent (unsigned long event)
 
vtkTypeBool InvokeEvent (const char *event)
 
std::string GetObjectDescription () const override
 The object description printed in messages and PrintSelf output.
 
unsigned long AddObserver (unsigned long event, vtkCommand *, float priority=0.0f)
 Allow people to add/remove/invoke observers (callbacks) to any VTK object.
 
unsigned long AddObserver (const char *event, vtkCommand *, float priority=0.0f)
 Allow people to add/remove/invoke observers (callbacks) to any VTK object.
 
vtkCommandGetCommand (unsigned long tag)
 Allow people to add/remove/invoke observers (callbacks) to any VTK object.
 
void RemoveObserver (vtkCommand *)
 Allow people to add/remove/invoke observers (callbacks) to any VTK object.
 
void RemoveObservers (unsigned long event, vtkCommand *)
 Allow people to add/remove/invoke observers (callbacks) to any VTK object.
 
void RemoveObservers (const char *event, vtkCommand *)
 Allow people to add/remove/invoke observers (callbacks) to any VTK object.
 
vtkTypeBool HasObserver (unsigned long event, vtkCommand *)
 Allow people to add/remove/invoke observers (callbacks) to any VTK object.
 
vtkTypeBool HasObserver (const char *event, vtkCommand *)
 Allow people to add/remove/invoke observers (callbacks) to any VTK object.
 
template<class U , class T >
unsigned long AddObserver (unsigned long event, U observer, void(T::*callback)(), float priority=0.0f)
 Overloads to AddObserver that allow developers to add class member functions as callbacks for events.
 
template<class U , class T >
unsigned long AddObserver (unsigned long event, U observer, void(T::*callback)(vtkObject *, unsigned long, void *), float priority=0.0f)
 Overloads to AddObserver that allow developers to add class member functions as callbacks for events.
 
template<class U , class T >
unsigned long AddObserver (unsigned long event, U observer, bool(T::*callback)(vtkObject *, unsigned long, void *), float priority=0.0f)
 Allow user to set the AbortFlagOn() with the return value of the callback method.
 
vtkTypeBool InvokeEvent (unsigned long event, void *callData)
 This method invokes an event and return whether the event was aborted or not.
 
vtkTypeBool InvokeEvent (const char *event, void *callData)
 This method invokes an event and return whether the event was aborted or not.
 
virtual void SetObjectName (const std::string &objectName)
 Set/get the name of this object for reporting purposes.
 
virtual std::string GetObjectName () const
 Set/get the name of this object for reporting purposes.
 
- Public Member Functions inherited from vtkObjectBase
const char * GetClassName () const
 Return the class name as a string.
 
virtual std::string GetObjectDescription () const
 The object description printed in messages and PrintSelf output.
 
virtual vtkTypeBool IsA (const char *name)
 Return 1 if this class is the same type of (or a subclass of) the named class.
 
virtual vtkIdType GetNumberOfGenerationsFromBase (const char *name)
 Given the name of a base class of this class type, return the distance of inheritance between this class type and the named class (how many generations of inheritance are there between this class and the named class).
 
virtual void Delete ()
 Delete a VTK object.
 
virtual void FastDelete ()
 Delete a reference to this object.
 
void InitializeObjectBase ()
 
void Print (ostream &os)
 Print an object to an ostream.
 
void Register (vtkObjectBase *o)
 Increase the reference count (mark as used by another object).
 
virtual void UnRegister (vtkObjectBase *o)
 Decrease the reference count (release by another object).
 
int GetReferenceCount ()
 Return the current reference count of this object.
 
void SetReferenceCount (int)
 Sets the reference count.
 
bool GetIsInMemkind () const
 A local state flag that remembers whether this object lives in the normal or extended memory space.
 
virtual void PrintHeader (ostream &os, vtkIndent indent)
 Methods invoked by print to print information about the object including superclasses.
 
virtual void PrintTrailer (ostream &os, vtkIndent indent)
 Methods invoked by print to print information about the object including superclasses.
 
virtual bool UsesGarbageCollector () const
 Indicate whether the class uses vtkGarbageCollector or not.
 

Protected Member Functions

 vtkGaussianKernel ()
 
 ~vtkGaussianKernel () override
 
- Protected Member Functions inherited from vtkGeneralizedKernel
 vtkGeneralizedKernel ()
 
 ~vtkGeneralizedKernel () override
 
- Protected Member Functions inherited from vtkInterpolationKernel
 vtkInterpolationKernel ()
 
 ~vtkInterpolationKernel () override
 
virtual void FreeStructures ()
 
- Protected Member Functions inherited from vtkObject
 vtkObject ()
 
 ~vtkObject () override
 
void RegisterInternal (vtkObjectBase *, vtkTypeBool check) override
 
void UnRegisterInternal (vtkObjectBase *, vtkTypeBool check) override
 
void InternalGrabFocus (vtkCommand *mouseEvents, vtkCommand *keypressEvents=nullptr)
 These methods allow a command to exclusively grab all events.
 
void InternalReleaseFocus ()
 These methods allow a command to exclusively grab all events.
 
- Protected Member Functions inherited from vtkObjectBase
 vtkObjectBase ()
 
virtual ~vtkObjectBase ()
 
virtual void RegisterInternal (vtkObjectBase *, vtkTypeBool check)
 
virtual void UnRegisterInternal (vtkObjectBase *, vtkTypeBool check)
 
virtual void ReportReferences (vtkGarbageCollector *)
 
virtual void ObjectFinalize ()
 
 vtkObjectBase (const vtkObjectBase &)
 
void operator= (const vtkObjectBase &)
 

Protected Attributes

double Sharpness
 
double F2
 
- Protected Attributes inherited from vtkGeneralizedKernel
int KernelFootprint
 
double Radius
 
int NumberOfPoints
 
bool NormalizeWeights
 
- Protected Attributes inherited from vtkInterpolationKernel
bool RequiresInitialization
 
vtkAbstractPointLocatorLocator
 
vtkDataSetDataSet
 
vtkPointDataPointData
 
- Protected Attributes inherited from vtkObject
bool Debug
 
vtkTimeStamp MTime
 
vtkSubjectHelper * SubjectHelper
 
std::string ObjectName
 
- Protected Attributes inherited from vtkObjectBase
std::atomic< int32_t > ReferenceCount
 
vtkWeakPointerBase ** WeakPointers
 
typedef vtkGeneralizedKernel Superclass
 Standard methods for instantiation, obtaining type information, and printing.
 
static vtkGaussianKernelNew ()
 Standard methods for instantiation, obtaining type information, and printing.
 
static vtkTypeBool IsTypeOf (const char *type)
 Standard methods for instantiation, obtaining type information, and printing.
 
static vtkGaussianKernelSafeDownCast (vtkObjectBase *o)
 Standard methods for instantiation, obtaining type information, and printing.
 
virtual vtkTypeBool IsA (const char *type)
 Standard methods for instantiation, obtaining type information, and printing.
 
vtkGaussianKernelNewInstance () const
 Standard methods for instantiation, obtaining type information, and printing.
 
void PrintSelf (ostream &os, vtkIndent indent) override
 Standard methods for instantiation, obtaining type information, and printing.
 
virtual vtkObjectBaseNewInstanceInternal () const
 Standard methods for instantiation, obtaining type information, and printing.
 

Additional Inherited Members

- Public Types inherited from vtkGeneralizedKernel
enum  KernelStyle { RADIUS = 0 , N_CLOSEST = 1 }
 Enum used to select the interpolation basis form. More...
 
typedef vtkInterpolationKernel Superclass
 Standard methods for type and printing.
 
- Static Public Member Functions inherited from vtkGeneralizedKernel
static vtkTypeBool IsTypeOf (const char *type)
 Standard methods for type and printing.
 
static vtkGeneralizedKernelSafeDownCast (vtkObjectBase *o)
 Standard methods for type and printing.
 
- Static Public Member Functions inherited from vtkObject
static vtkObjectNew ()
 Create an object with Debug turned off, modified time initialized to zero, and reference counting on.
 
static void BreakOnError ()
 This method is called when vtkErrorMacro executes.
 
static void SetGlobalWarningDisplay (vtkTypeBool val)
 This is a global flag that controls whether any debug, warning or error messages are displayed.
 
static void GlobalWarningDisplayOn ()
 This is a global flag that controls whether any debug, warning or error messages are displayed.
 
static void GlobalWarningDisplayOff ()
 This is a global flag that controls whether any debug, warning or error messages are displayed.
 
static vtkTypeBool GetGlobalWarningDisplay ()
 This is a global flag that controls whether any debug, warning or error messages are displayed.
 
- Static Public Member Functions inherited from vtkObjectBase
static vtkTypeBool IsTypeOf (const char *name)
 Return 1 if this class type is the same type of (or a subclass of) the named class.
 
static vtkIdType GetNumberOfGenerationsFromBaseType (const char *name)
 Given a the name of a base class of this class type, return the distance of inheritance between this class type and the named class (how many generations of inheritance are there between this class and the named class).
 
static vtkObjectBaseNew ()
 Create an object with Debug turned off, modified time initialized to zero, and reference counting on.
 
static void SetMemkindDirectory (const char *directoryname)
 The name of a directory, ideally mounted -o dax, to memory map an extended memory space within.
 
static bool GetUsingMemkind ()
 A global state flag that controls whether vtkObjects are constructed in the usual way (the default) or within the extended memory space.
 
- Static Protected Member Functions inherited from vtkObjectBase
static vtkMallocingFunction GetCurrentMallocFunction ()
 
static vtkReallocingFunction GetCurrentReallocFunction ()
 
static vtkFreeingFunction GetCurrentFreeFunction ()
 
static vtkFreeingFunction GetAlternateFreeFunction ()
 

Detailed Description

a spherical Gaussian interpolation kernel

vtkGaussianKernel is an interpolation kernel that simply returns the weights for all points found in the sphere defined by radius R. The weights are computed as: exp(-(s*r/R)^2) where r is the distance from the point to be interpolated to a neighboring point within R. The sharpness s simply affects the rate of fall off of the Gaussian. (A more general Gaussian kernel is available from vtkEllipsoidalGaussianKernel.)

Warning
The weights are normalized sp that SUM(Wi) = 1. If a neighbor point p precisely lies on the point to be interpolated, then the interpolated point takes on the values associated with p.
See also
vtkPointInterpolator vtkInterpolationKernel vtkEllipsoidalGaussianKernel vtkVoronoiKernel vtkSPHKernel vtkShepardKernel
Online Examples:

Tests:
vtkGaussianKernel (Tests)

Definition at line 67 of file vtkGaussianKernel.h.

Member Typedef Documentation

◆ Superclass

Standard methods for instantiation, obtaining type information, and printing.

Definition at line 75 of file vtkGaussianKernel.h.

Constructor & Destructor Documentation

◆ vtkGaussianKernel()

vtkGaussianKernel::vtkGaussianKernel ( )
protected

◆ ~vtkGaussianKernel()

vtkGaussianKernel::~vtkGaussianKernel ( )
overrideprotected

Member Function Documentation

◆ New()

static vtkGaussianKernel * vtkGaussianKernel::New ( )
static

Standard methods for instantiation, obtaining type information, and printing.

◆ IsTypeOf()

static vtkTypeBool vtkGaussianKernel::IsTypeOf ( const char *  type)
static

Standard methods for instantiation, obtaining type information, and printing.

◆ IsA()

virtual vtkTypeBool vtkGaussianKernel::IsA ( const char *  type)
virtual

Standard methods for instantiation, obtaining type information, and printing.

Reimplemented from vtkGeneralizedKernel.

◆ SafeDownCast()

static vtkGaussianKernel * vtkGaussianKernel::SafeDownCast ( vtkObjectBase o)
static

Standard methods for instantiation, obtaining type information, and printing.

◆ NewInstanceInternal()

virtual vtkObjectBase * vtkGaussianKernel::NewInstanceInternal ( ) const
protectedvirtual

Standard methods for instantiation, obtaining type information, and printing.

Reimplemented from vtkGeneralizedKernel.

◆ NewInstance()

vtkGaussianKernel * vtkGaussianKernel::NewInstance ( ) const

Standard methods for instantiation, obtaining type information, and printing.

◆ PrintSelf()

void vtkGaussianKernel::PrintSelf ( ostream &  os,
vtkIndent  indent 
)
overridevirtual

Standard methods for instantiation, obtaining type information, and printing.

Reimplemented from vtkObjectBase.

◆ Initialize()

void vtkGaussianKernel::Initialize ( vtkAbstractPointLocator loc,
vtkDataSet ds,
vtkPointData pd 
)
overridevirtual

Initialize the kernel.

Overload the superclass to set up internal computational values.

Reimplemented from vtkInterpolationKernel.

◆ ComputeWeights() [1/3]

vtkIdType vtkGaussianKernel::ComputeWeights ( double  x[3],
vtkIdList pIds,
vtkDoubleArray prob,
vtkDoubleArray weights 
)
overridevirtual

Given a point x, a list of basis points pIds, and a probability weighting function prob, compute interpolation weights associated with these basis points.

Note that basis points list pIds, the probability weighting prob, and the weights array are provided by the caller of the method, and may be dynamically resized as necessary. The method returns the number of weights (pIds may be resized in some cases). Typically this method is called after ComputeBasis(), although advanced users can invoke ComputeWeights() and provide the interpolation basis points pIds directly. The probably weighting prob are numbers 0<=prob<=1 which are multiplied against the interpolation weights before normalization. They are estimates of local confidence of weights. The prob may be nullptr in which all probabilities are considered =1.

Implements vtkGeneralizedKernel.

◆ SetSharpness()

virtual void vtkGaussianKernel::SetSharpness ( double  )
virtual

Set / Get the sharpness (i.e., falloff) of the Gaussian.

By default Sharpness=2. As the sharpness increases the effects of distant points are reduced.

◆ GetSharpness()

virtual double vtkGaussianKernel::GetSharpness ( )
virtual

Set / Get the sharpness (i.e., falloff) of the Gaussian.

By default Sharpness=2. As the sharpness increases the effects of distant points are reduced.

◆ ComputeWeights() [2/3]

virtual vtkIdType vtkGeneralizedKernel::ComputeWeights ( double  x[3],
vtkIdList pIds,
vtkDoubleArray prob,
vtkDoubleArray weights 
)
virtual

Given a point x, a list of basis points pIds, and a probability weighting function prob, compute interpolation weights associated with these basis points.

Note that basis points list pIds, the probability weighting prob, and the weights array are provided by the caller of the method, and may be dynamically resized as necessary. The method returns the number of weights (pIds may be resized in some cases). Typically this method is called after ComputeBasis(), although advanced users can invoke ComputeWeights() and provide the interpolation basis points pIds directly. The probably weighting prob are numbers 0<=prob<=1 which are multiplied against the interpolation weights before normalization. They are estimates of local confidence of weights. The prob may be nullptr in which all probabilities are considered =1.

Implements vtkGeneralizedKernel.

◆ ComputeWeights() [3/3]

vtkIdType vtkGeneralizedKernel::ComputeWeights ( double  x[3],
vtkIdList pIds,
vtkDoubleArray weights 
)
inlineoverridevirtual

Given a point x, and a list of basis points pIds, compute interpolation weights associated with these basis points.

Note that both the nearby basis points list pIds and the weights array are provided by the caller of the method, and may be dynamically resized as necessary. Typically this method is called after ComputeBasis(), although advanced users can invoke ComputeWeights() and provide the interpolation basis points pIds directly.

Implements vtkInterpolationKernel.

Definition at line 107 of file vtkGeneralizedKernel.h.

Member Data Documentation

◆ Sharpness

double vtkGaussianKernel::Sharpness
protected

Definition at line 119 of file vtkGaussianKernel.h.

◆ F2

double vtkGaussianKernel::F2
protected

Definition at line 122 of file vtkGaussianKernel.h.


The documentation for this class was generated from the following file: