mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType > Class Template Reference

Default multimodal translation-only registration algorithm for MITK. More...

#include <mitkMultiModalTransDefaultRegistrationAlgorithm.h>

Inheritance diagram for mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >:

Collaboration diagram for mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >:

Public Types
typedef MultiModalTranslationDefaultRegistrationAlgorithm	Self
typedef map::algorithm::boxed::ITKTransMattesMIMultiResRegistrationAlgorithm< TImageType, TImageType, ::map::algorithm::mitkMultiModalTransDefaultRegistrationAlgorithmUIDPolicy, SealedFixedInterpolatorPolicyMacro< ::itk::LinearInterpolateImageFunction< TImageType, map::core::continuous::ScalarType > >, map::algorithm::itk::NoComponentInitializationPolicy >	Superclass
typedef ::itk::SmartPointer< Self >	Pointer
typedef ::itk::SmartPointer< const Self >	ConstPointer

Public Member Functions
virtual const char *	GetClassName () const
	mapNewAlgorithmMacro (Self)

Protected Member Functions
	MultiModalTranslationDefaultRegistrationAlgorithm ()
	~MultiModalTranslationDefaultRegistrationAlgorithm () override
void	configureAlgorithm () override
	Configure the algorithm with default parameters. More...
void	doInterLevelSetup () override
	Adjust spatial sampling between resolution levels. More...

Detailed Description

template<class TImageType>
class mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >

Default multimodal translation-only registration algorithm for MITK.

Provides a pre-configured ITK-based translation registration using Mattes Mutual Information as the similarity metric with a multi-resolution strategy (3 levels). The algorithm is designed for multimodal registration problem statements with only 3 degrees of freedom (translation along X, Y, Z).

Configuration details:

• Uses 3 resolution levels with adaptive spatial sampling.
• Initializes via image centers (not center of gravity).
• Optimizer: Regular Step Gradient Descent (max step 3.0, min step 0.5, 200 iterations, relaxation factor 0.8). All 3 translation scales are set to 1.0.
• Metric: Mattes Mutual Information with 30 histogram bins. Level 0 uses all pixels; subsequent levels sample 15% of moving image pixels.

Template Parameters

TImageType

The ITK image type for both fixed and moving images.

See also

MultiModalAffineDefaultRegistrationAlgorithm, MultiModalRigidDefaultRegistrationAlgorithm

Definition at line 45 of file mitkMultiModalTransDefaultRegistrationAlgorithm.h.

Member Typedef Documentation

ConstPointer

template<class TImageType >

typedef ::itk::SmartPointer<const Self> mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >::ConstPointer

Definition at line 55 of file mitkMultiModalTransDefaultRegistrationAlgorithm.h.

Pointer

template<class TImageType >

typedef ::itk::SmartPointer<Self> mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >::Pointer

Definition at line 54 of file mitkMultiModalTransDefaultRegistrationAlgorithm.h.

Self

template<class TImageType >

typedef MultiModalTranslationDefaultRegistrationAlgorithm mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >::Self

Definition at line 49 of file mitkMultiModalTransDefaultRegistrationAlgorithm.h.

Superclass

template<class TImageType >

typedef map::algorithm::boxed::ITKTransMattesMIMultiResRegistrationAlgorithm<TImageType, TImageType, ::map::algorithm::mitkMultiModalTransDefaultRegistrationAlgorithmUIDPolicy, SealedFixedInterpolatorPolicyMacro< ::itk::LinearInterpolateImageFunction<TImageType, map::core::continuous::ScalarType> >, map::algorithm::itk::NoComponentInitializationPolicy> mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >::Superclass

Definition at line 52 of file mitkMultiModalTransDefaultRegistrationAlgorithm.h.

Constructor & Destructor Documentation

MultiModalTranslationDefaultRegistrationAlgorithm()

template<class TImageType >

mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >::MultiModalTranslationDefaultRegistrationAlgorithm ( )

inlineprotected

Definition at line 62 of file mitkMultiModalTransDefaultRegistrationAlgorithm.h.

~MultiModalTranslationDefaultRegistrationAlgorithm()

template<class TImageType >

mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >::~MultiModalTranslationDefaultRegistrationAlgorithm ( )

inlineoverrideprotected

Definition at line 66 of file mitkMultiModalTransDefaultRegistrationAlgorithm.h.

Member Function Documentation

configureAlgorithm()

template<class TImageType >

void mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >::configureAlgorithm ( )

inlineoverrideprotected

Configure the algorithm with default parameters.

Sets 3 resolution levels, enables pre-initialization via image centers, and configures optimizer scales (all 1.0 for translation), step sizes, iteration count, relaxation factor, and Mattes MI metric parameters (30 histogram bins, all pixels, explicit PDF derivatives).

Definition at line 78 of file mitkMultiModalTransDefaultRegistrationAlgorithm.h.

doInterLevelSetup()

template<class TImageType >

void mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >::doInterLevelSetup ( )

inlineoverrideprotected

Adjust spatial sampling between resolution levels.

At levels above 0, spatial sampling is reduced to 15% of the moving image pixels for improved performance.

Definition at line 113 of file mitkMultiModalTransDefaultRegistrationAlgorithm.h.

GetClassName()

template<class TImageType >

virtual const char* mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >::GetClassName ( ) const

virtual

mapNewAlgorithmMacro()

template<class TImageType >

mitk::MultiModalTranslationDefaultRegistrationAlgorithm< TImageType >::mapNewAlgorithmMacro

(

Self

)

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

• mitkMultiModalTransDefaultRegistrationAlgorithm.h