itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel > Class Template Reference
[Image Enhancement Filters, Mathematical Morphology Image Filters]

Base class for the morphological operations being applied to isolated objects in an image. More...

#include <itkObjectMorphologyImageFilter.h>

Inheritance diagram for itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >:

[legend]Collaboration diagram for itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >:

[legend]List of all members.

Public Types
typedef ObjectMorphologyImageFilter	Self
typedef ImageToImageFilter< TInputImage, TOutputImage >	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef TInputImage	InputImageType
typedef TOutputImage	OutputImageType
typedef TInputImage::RegionType	RegionType
typedef TInputImage::SizeType	SizeType
typedef TInputImage::IndexType	IndexType
typedef TInputImage::PixelType	PixelType
typedef Superclass::OutputImageRegionType	OutputImageRegionType
typedef ConstNeighborhoodIterator< TInputImage >	InputNeighborhoodIteratorType
typedef NeighborhoodIterator< TOutputImage >	OutputNeighborhoodIteratorType
typedef TKernel	KernelType
typedef KernelType::ConstIterator	KernelIteratorType
typedef KernelType::SizeType	RadiusType
Public Member Functions
virtual const char *	GetClassName () const
	itkStaticConstMacro (ImageDimension, unsigned int, TInputImage::ImageDimension)
virtual void	SetKernel (KernelType _arg)
virtual const KernelType &	GetKernel ()
virtual PixelType	GetObjectValue ()
virtual void	SetObjectValue (PixelType _arg)
void	GenerateInputRequestedRegion ()
Protected Member Functions
	ObjectMorphologyImageFilter ()
	~ObjectMorphologyImageFilter ()
void	PrintSelf (std::ostream &os, Indent indent) const
void	ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, int threadId)
virtual void	Evaluate (OutputNeighborhoodIteratorType &nit, const KernelType &kernel)=0
bool	IsObjectPixelOnBoundary (const InputNeighborhoodIteratorType &nit)
void	BeforeThreadedGenerateData ()
Protected Attributes
KernelType	m_Kernel
PixelType	m_ObjectValue

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Detailed Description

template<class TInputImage, class TOutputImage, class TKernel>
class itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >

Base class for the morphological operations being applied to isolated objects in an image.

This class provides the infrastructure to support of morphological operations being applied to images in which the foreground and background intensities are fixed. This filter operates significantly faster than itkBinaryMorhologicalImageFilters; however itkBinaryMorhologicalImageFilters preserve background pixels based on values of neighboring background pixels - potentially important during erosion.

The "kernel" specified represents a morphology structuring element. The structuring element is a small Neighborhood with values indicating an element is "on" (value > 0) or "off" (value <=0). Morphological operations are defined by placing the structuring element over a pixel, and calculating a nonlinear function (min, max) over the pixels of the image that are under pixels in the structuring element that are "on". The result of this calculation is the value of the pixel in the output image. Under most circumstances, the "center pixel" of the structuring element -- or structuring element pixel over the input pixel under consideration -- is prescribed to be "on". This is not a strict requirement but the subclasses of this filter are not guarenteed to produce the correct result if the "center pixel" is not part of the structuring element.

Subclasses of this class can define their own operations by simply providing their own Evaluate() protected member functions - one that operates using a smart neighborhood operator for edge faces and one that operates using a standard neighboorhood operator..

See also:

ErodeObjectMorphologicalImageFilter

DilateObjectMorphologicalImageFilter

BinaryErodeImageFilter

BinaryDilateImageFilter

GrayScaleErodeImageFilter

GrayScaleDilateImageFilter

NeighborhoodIterator

Neighborhood

Definition at line 72 of file itkObjectMorphologyImageFilter.h.

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Member Typedef Documentation

template<class TInputImage, class TOutputImage, class TKernel> typedef SmartPointer<const Self> itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::ConstPointer

Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Reimplemented in itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >, and itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >. Definition at line 80 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef TInputImage::IndexType itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::IndexType

Definition at line 90 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef TInputImage itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::InputImageType

Image related typedefs. Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Definition at line 86 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef ConstNeighborhoodIterator<TInputImage> itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::InputNeighborhoodIteratorType

Neighborhood iterator type. Definition at line 100 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef KernelType::ConstIterator itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::KernelIteratorType

Kernel (structuring element) iterator. Reimplemented in itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >, and itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >. Definition at line 109 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef TKernel itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::KernelType

Kernel typedef. Reimplemented in itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >, and itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >. Definition at line 106 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef Superclass::OutputImageRegionType itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::OutputImageRegionType

Superclass typedefs. Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Definition at line 92 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef TOutputImage itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::OutputImageType

Some convenient typedefs. Reimplemented from itk::ImageSource< TOutputImage >. Definition at line 87 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef NeighborhoodIterator<TOutputImage> itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::OutputNeighborhoodIteratorType

Reimplemented in itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >, and itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >. Definition at line 103 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef TInputImage::PixelType itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::PixelType

Reimplemented in itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >, and itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >. Definition at line 91 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef SmartPointer<Self> itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::Pointer

Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Reimplemented in itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >, and itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >. Definition at line 79 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef KernelType::SizeType itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::RadiusType

n-dimensional Kernel radius. Definition at line 112 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef TInputImage::RegionType itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::RegionType

Definition at line 88 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef ObjectMorphologyImageFilter itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::Self

Standard Self typedef Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Reimplemented in itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >, and itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >. Definition at line 77 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef TInputImage::SizeType itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::SizeType

Definition at line 89 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> typedef ImageToImageFilter<TInputImage,TOutputImage> itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::Superclass

Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Reimplemented in itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >, and itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >. Definition at line 78 of file itkObjectMorphologyImageFilter.h.

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Constructor & Destructor Documentation

template<class TInputImage, class TOutputImage, class TKernel> itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::ObjectMorphologyImageFilter (   )  [protected]

template<class TInputImage, class TOutputImage, class TKernel> itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::~ObjectMorphologyImageFilter (   )  [inline, protected]

Definition at line 135 of file itkObjectMorphologyImageFilter.h.

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Member Function Documentation

template<class TInputImage, class TOutputImage, class TKernel> void itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::BeforeThreadedGenerateData (  void   )  [protected, virtual]

If an imaging filter needs to perform processing after the buffer has been allocated but before threads are spawned, the filter can can provide an implementation for BeforeThreadedGenerateData(). The execution flow in the default GenerateData() method will be: 1) Allocate the output buffer 2) Call BeforeThreadedGenerateData() 3) Spawn threads, calling ThreadedGenerateData() in each thread. 4) Call AfterThreadedGenerateData() Note that this flow of control is only available if a filter provides a ThreadedGenerateData() method and NOT a GenerateData() method. Reimplemented from itk::ImageSource< TOutputImage >.

template<class TInputImage, class TOutputImage, class TKernel> virtual void itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::Evaluate (  OutputNeighborhoodIteratorType &  nit, const KernelType &  kernel )  [protected, pure virtual]

Evaluate image neighborhood with kernel to find the new value for the center pixel value. Implemented in itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >, and itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >.

template<class TInputImage, class TOutputImage, class TKernel> void itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::GenerateInputRequestedRegion (   )  [virtual]

ObjectMorphologyImageFilters need to make sure they request enough of an input image to account for the structuring element size. The input requested region is expanded by the radius of the structuring element. If the request extends past the LargestPossibleRegion for the input, the request is cropped by the LargestPossibleRegion. Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.

template<class TInputImage, class TOutputImage, class TKernel> virtual const char* itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::GetClassName (   )  const [virtual]

Runtime information support. Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Reimplemented in itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >, and itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >.

template<class TInputImage, class TOutputImage, class TKernel> virtual const KernelType& itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::GetKernel (   )  [virtual]

Get the kernel (structuring element).

template<class TInputImage, class TOutputImage, class TKernel> virtual PixelType itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::GetObjectValue (   )  [virtual]

Get the pixel value being used to identify the object of interest

template<class TInputImage, class TOutputImage, class TKernel> bool itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::IsObjectPixelOnBoundary (  const InputNeighborhoodIteratorType &  nit  )  [protected]

Evaluate a pixel (assumed to have a value of ObjectValue) to determine if one of its neighboring pixels (8-neigh in 2d, etc) is a non-ObjectValue pixel.

template<class TInputImage, class TOutputImage, class TKernel> itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::itkStaticConstMacro (  ImageDimension  , unsigned  int, TInputImage::ImageDimension  )

Image related typedefs.

template<class TInputImage, class TOutputImage, class TKernel> void itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::PrintSelf (  std::ostream &  os, Indent  indent )  const [protected, virtual]

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::ImageToImageFilter< TInputImage, TOutputImage >. Reimplemented in itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >, and itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >.

template<class TInputImage, class TOutputImage, class TKernel> virtual void itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::SetKernel (  KernelType  _arg  )  [virtual]

Set kernel (structuring element).

template<class TInputImage, class TOutputImage, class TKernel> virtual void itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::SetObjectValue (  PixelType  _arg  )  [virtual]

Set the pixel value being used to identify the object of interest

template<class TInputImage, class TOutputImage, class TKernel> void itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::ThreadedGenerateData (  const OutputImageRegionType &  outputRegionForThread, int  threadId )  [protected, virtual]

Multi-thread version GenerateData. Reimplemented from itk::ImageSource< TOutputImage >.

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Member Data Documentation

template<class TInputImage, class TOutputImage, class TKernel> KernelType itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::m_Kernel [protected]

kernel or structuring element to use. Definition at line 154 of file itkObjectMorphologyImageFilter.h.

template<class TInputImage, class TOutputImage, class TKernel> PixelType itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >::m_ObjectValue [protected]

Pixel value that indicates the object be operated upon Definition at line 157 of file itkObjectMorphologyImageFilter.h.

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

• itkObjectMorphologyImageFilter.h

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