ITK
4.4.0
Insight Segmentation and Registration Toolkit
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#include <itkVersorTransformOptimizer.h>
Implement a gradient descent optimizer.
VersorTransformOptimizer is a variant of the gradient descent optimizer implmented in RegularStepGradientDescentOptimizer.
Versors are not in a vector space, for that reason, the classical gradient descent algorithm has to be modified in order to be applicable to Versors (unit quaternions) that form the group SO(3).
The Versor space has only three degrees of freedom, even though Versors are represented using four values.
This optimizer assumes that the CostFunction to be optimized has an itk::Versor as parameter.
Definition at line 51 of file itkVersorTransformOptimizer.h.
Public Member Functions | |
virtual ::itk::LightObject::Pointer | CreateAnother (void) const |
virtual const char * | GetNameOfClass () const |
virtual void | StepAlongGradient (double factor, const DerivativeType &transformedGradient) |
Public Member Functions inherited from itk::RegularStepGradientDescentBaseOptimizer | |
virtual const std::string | GetStopConditionDescription () const |
void | ResumeOptimization (void) |
void | StartOptimization (void) |
void | StopOptimization (void) |
virtual void | SetMaximize (bool _arg) |
virtual const bool & | GetMaximize () |
virtual void | MaximizeOn () |
virtual void | MaximizeOff () |
bool | GetMinimize () const |
void | SetMinimize (bool v) |
void | MinimizeOn (void) |
void | MinimizeOff (void) |
virtual void | SetMaximumStepLength (double _arg) |
virtual void | SetMinimumStepLength (double _arg) |
virtual void | SetRelaxationFactor (double _arg) |
virtual void | SetNumberOfIterations (SizeValueType _arg) |
virtual void | SetGradientMagnitudeTolerance (double _arg) |
virtual const double & | GetCurrentStepLength () |
virtual const double & | GetMaximumStepLength () |
virtual const double & | GetMinimumStepLength () |
virtual const double & | GetRelaxationFactor () |
virtual const SizeValueType & | GetNumberOfIterations () |
virtual const double & | GetGradientMagnitudeTolerance () |
virtual unsigned int | GetCurrentIteration () const |
virtual const StopConditionType & | GetStopCondition () |
virtual const MeasureType & | GetValue () |
virtual const DerivativeType & | GetGradient () |
Public Member Functions inherited from itk::SingleValuedNonLinearOptimizer | |
virtual const CostFunctionType * | GetCostFunction () const |
virtual CostFunctionType * | GetModifiableCostFunction () |
MeasureType | GetValue (const ParametersType ¶meters) const |
virtual void | SetCostFunction (CostFunctionType *costFunction) |
Static Public Member Functions | |
static Pointer | New () |
Static Public Member Functions inherited from itk::RegularStepGradientDescentBaseOptimizer | |
static Pointer | New () |
Static Public Member Functions inherited from itk::SingleValuedNonLinearOptimizer | |
static Pointer | New () |
Static Public Member Functions inherited from itk::NonLinearOptimizer | |
static Pointer | New () |
Static Public Member Functions inherited from itk::Optimizer | |
static Pointer | New () |
Static Public Member Functions inherited from itk::Object | |
static bool | GetGlobalWarningDisplay () |
static void | GlobalWarningDisplayOff () |
static void | GlobalWarningDisplayOn () |
static Pointer | New () |
static void | SetGlobalWarningDisplay (bool flag) |
Static Public Member Functions inherited from itk::LightObject | |
static void | BreakOnError () |
static Pointer | New () |
Protected Member Functions | |
VersorTransformOptimizer () | |
virtual | ~VersorTransformOptimizer () |
Protected Member Functions inherited from itk::RegularStepGradientDescentBaseOptimizer | |
virtual void | AdvanceOneStep (void) |
void | PrintSelf (std::ostream &os, Indent indent) const |
RegularStepGradientDescentBaseOptimizer () | |
virtual void | StepAlongGradient (double, const DerivativeType &) |
virtual | ~RegularStepGradientDescentBaseOptimizer () |
Protected Member Functions inherited from itk::SingleValuedNonLinearOptimizer | |
void | PrintSelf (std::ostream &os, Indent indent) const |
SingleValuedNonLinearOptimizer () | |
virtual | ~SingleValuedNonLinearOptimizer () |
Protected Member Functions inherited from itk::NonLinearOptimizer | |
NonLinearOptimizer () | |
virtual | ~NonLinearOptimizer () |
Protected Member Functions inherited from itk::Optimizer | |
Optimizer () | |
virtual void | SetCurrentPosition (const ParametersType ¶m) |
virtual | ~Optimizer () |
Protected Member Functions inherited from itk::Object | |
Object () | |
bool | PrintObservers (std::ostream &os, Indent indent) const |
virtual void | SetTimeStamp (const TimeStamp &time) |
virtual | ~Object () |
Protected Member Functions inherited from itk::LightObject | |
virtual LightObject::Pointer | InternalClone () const |
LightObject () | |
virtual void | PrintHeader (std::ostream &os, Indent indent) const |
virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
virtual | ~LightObject () |
Private Member Functions | |
void | operator= (const Self &) |
VersorTransformOptimizer (const Self &) | |
Additional Inherited Members | |
Protected Types inherited from itk::LightObject | |
typedef int | InternalReferenceCountType |
Protected Attributes inherited from itk::RegularStepGradientDescentBaseOptimizer | |
SizeValueType | m_CurrentIteration |
double | m_CurrentStepLength |
DerivativeType | m_Gradient |
double | m_GradientMagnitudeTolerance |
bool | m_Maximize |
double | m_MaximumStepLength |
double | m_MinimumStepLength |
SizeValueType | m_NumberOfIterations |
DerivativeType | m_PreviousGradient |
double | m_RelaxationFactor |
bool | m_Stop |
StopConditionType | m_StopCondition |
std::ostringstream | m_StopConditionDescription |
MeasureType | m_Value |
typedef SmartPointer< const Self > itk::VersorTransformOptimizer::ConstPointer |
Definition at line 59 of file itkVersorTransformOptimizer.h.
Definition at line 58 of file itkVersorTransformOptimizer.h.
Standard class typedefs.
Definition at line 56 of file itkVersorTransformOptimizer.h.
Definition at line 57 of file itkVersorTransformOptimizer.h.
Definition at line 70 of file itkVersorTransformOptimizer.h.
typedef Versor< double > itk::VersorTransformOptimizer::VersorType |
Versor Type
Definition at line 66 of file itkVersorTransformOptimizer.h.
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Definition at line 77 of file itkVersorTransformOptimizer.h.
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inlineprotectedvirtual |
Definition at line 78 of file itkVersorTransformOptimizer.h.
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Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.
Reimplemented from itk::RegularStepGradientDescentBaseOptimizer.
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virtual |
Run-time type information (and related methods).
Reimplemented from itk::RegularStepGradientDescentBaseOptimizer.
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Method for creation through the object factory.
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private |
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Advance one step following the gradient direction.