ITK
4.4.0
Insight Segmentation and Registration Toolkit
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#include <itkExhaustiveOptimizer.h>
Optimizer that fully samples a grid on the parametric space.
This optimizer is equivalent to an exahaustive search in a discrete grid defined over the parametric space. The grid is centered on the initial position. The subdivisions of the grid along each one of the dimensions of the parametric space is defined by an array of number of steps.
A typical use is to plot the metric space to get an idea of how noisy it is. An example is given below, where it is desired to plot the metric space with respect to translations along x, y and z in a 3D registration application: Here it is assumed that the transform is Euler3DTransform.
The optimizer throws IterationEvents after every iteration. We use this to plot the metric space in an image as follows:
The image size is expected to be 11 x 11 x 11.
If you wish to use different step lengths along each parametric axis, you can use the SetScales() method. This accepts an array, each element represents the number of subdivisions per step length. For instance scales of [0.5 1 4] along with a step length of 2 will cause the optimizer to search the metric space on a grid with x,y,z spacing of [1 2 8].
Physical dimensions of the grid are influenced by both the scales and the number of steps along each dimension, a side of the region is stepLength*(2*numberOfSteps[d]+1)*scaling[d].
Definition at line 82 of file itkExhaustiveOptimizer.h.
Static Public Member Functions | |
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 | |
void | AdvanceOneStep (void) |
ExhaustiveOptimizer () | |
void | IncrementIndex (ParametersType ¶m) |
void | PrintSelf (std::ostream &os, Indent indent) const |
virtual | ~ExhaustiveOptimizer () |
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 () |
Protected Attributes | |
ParametersType | m_CurrentIndex |
SizeValueType | m_CurrentIteration |
unsigned int | m_CurrentParameter |
MeasureType | m_CurrentValue |
MeasureType | m_MaximumMetricValue |
ParametersType | m_MaximumMetricValuePosition |
SizeValueType | m_MaximumNumberOfIterations |
MeasureType | m_MinimumMetricValue |
ParametersType | m_MinimumMetricValuePosition |
StepsType | m_NumberOfSteps |
double | m_StepLength |
bool | m_Stop |
Protected Attributes inherited from itk::SingleValuedNonLinearOptimizer | |
CostFunctionPointer | m_CostFunction |
Private Member Functions | |
ExhaustiveOptimizer (const Self &) | |
void | operator= (const Self &) |
Private Attributes | |
std::ostringstream | m_StopConditionDescription |
Additional Inherited Members | |
Protected Types inherited from itk::LightObject | |
typedef int | InternalReferenceCountType |
typedef SmartPointer< const Self > itk::ExhaustiveOptimizer::ConstPointer |
Definition at line 90 of file itkExhaustiveOptimizer.h.
typedef SmartPointer< Self > itk::ExhaustiveOptimizer::Pointer |
Definition at line 89 of file itkExhaustiveOptimizer.h.
Standard "Self" typedef.
Definition at line 87 of file itkExhaustiveOptimizer.h.
Definition at line 92 of file itkExhaustiveOptimizer.h.
Definition at line 88 of file itkExhaustiveOptimizer.h.
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Definition at line 124 of file itkExhaustiveOptimizer.h.
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Advance to the next grid position.
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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::Object.
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Run-time type information (and related methods).
Reimplemented from itk::SingleValuedNonLinearOptimizer.
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Get the reason for termination
Reimplemented from itk::Optimizer.
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Method for creation through the object factory.
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Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.
Reimplemented from itk::Object.
void itk::ExhaustiveOptimizer::ResumeWalking | ( | void | ) |
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Start optimization.
Reimplemented from itk::Optimizer.
void itk::ExhaustiveOptimizer::StartWalking | ( | void | ) |
void itk::ExhaustiveOptimizer::StopWalking | ( | void | ) |
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Definition at line 145 of file itkExhaustiveOptimizer.h.
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Definition at line 137 of file itkExhaustiveOptimizer.h.
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Definition at line 141 of file itkExhaustiveOptimizer.h.
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Definition at line 133 of file itkExhaustiveOptimizer.h.
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Definition at line 149 of file itkExhaustiveOptimizer.h.
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Definition at line 155 of file itkExhaustiveOptimizer.h.
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Definition at line 147 of file itkExhaustiveOptimizer.h.
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Definition at line 151 of file itkExhaustiveOptimizer.h.
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Definition at line 153 of file itkExhaustiveOptimizer.h.
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Definition at line 135 of file itkExhaustiveOptimizer.h.
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Definition at line 143 of file itkExhaustiveOptimizer.h.
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Definition at line 139 of file itkExhaustiveOptimizer.h.
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Definition at line 162 of file itkExhaustiveOptimizer.h.