itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage > Class Template Reference
[Image Feature Extraction Filters]

#include <itkZeroCrossingBasedEdgeDetectionImageFilter.h>

Inheritance diagram for itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >:

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

[legend]List of all members.

Public Types
typedef ZeroCrossingBasedEdgeDetectionImageFilter	Self
typedef ImageToImageFilter< TInputImage, TOutputImage >	Superclass
typedef TInputImage	InputImageType
typedef TOutputImage	OutputImageType
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef TInputImage::PixelType	InputImagePixelType
typedef TOutputImage::PixelType	OutputImagePixelType
typedef TOutputImage::RegionType	OutputImageRegionType
Public Member Functions
virtual const char *	GetClassName () const
	itkStaticConstMacro (ImageDimension, unsigned int, TInputImage::ImageDimension)
virtual void	SetVariance (double data[])
virtual const double *	GetVariance () const
virtual void	SetMaximumError (double data[])
virtual const double *	GetMaximumError () const
virtual OutputImagePixelType	GetBackgroundValue ()
virtual void	SetBackgroundValue (OutputImagePixelType _arg)
virtual OutputImagePixelType	GetForegroundValue ()
virtual void	SetForegroundValue (OutputImagePixelType _arg)
void	SetVariance (const double v)
void	SetMaximumError (const double v)
Static Public Member Functions
Pointer	New ()
Protected Member Functions
	ZeroCrossingBasedEdgeDetectionImageFilter ()
	~ZeroCrossingBasedEdgeDetectionImageFilter ()
	ZeroCrossingBasedEdgeDetectionImageFilter (const Self &)
void	PrintSelf (std::ostream &os, Indent indent) const
void	GenerateData ()

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Detailed Description

template<class TInputImage, class TOutputImage>
class itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >

This filter implements a zero-crossing based edge detecor. The zero-crossing based edge detector looks for pixels in the Laplacian of an image where the value of the Laplacian passes through zero --- points where the Laplacian changes sign. Such points often occur at ``edges'' in images --- i.e. points where the intensity of the image changes rapidly, but they also occur at places that are not as easy to associate with edges. It is best to think of the zero crossing detector as some sort of feature detector rather than as a specific edge detector.

/par Zero crossings always lie on closed contours and so the output from the zero crossing detector is usually a binary image with single pixel thickness lines showing the positions of the zero crossing points.

/par In this implementation, the input image is first smoothed with a Gaussian filter, then the LaplacianImageFilter is applied to smoothed image. Finally the zero-crossing of the Laplacian of the smoothed image is detected. The output is a binary image.

/par Inputs and Outputs The input to the filter should be a scalar, itk::Image of arbitrary dimension. The output image is a binary, labeled image. See itkZeroCrossingImageFilter for more information on requirements of the data type of the output.

/par To use this filter, first set the parameters (variance and maximum error) needed by the embedded DiscreteGaussianImageFilter, i.e. See DiscreteGaussianImageFilter for information about these parameters. Optionally, you may also set foreground and background values for the zero-crossing filter. The default label values are Zero for the background and One for the foreground, as defined in NumericTraits for the data type of the output image.

See also:

DiscreteGaussianImageFilter

LaplacianImageFilter

ZeroCrossingImageFilter

Definition at line 69 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

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Member Typedef Documentation

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

Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Definition at line 83 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

template<class TInputImage, class TOutputImage> typedef TInputImage::PixelType itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::InputImagePixelType

Define pixel type Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Definition at line 86 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

template<class TInputImage, class TOutputImage> typedef TInputImage itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::InputImageType

Image typedef support Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Definition at line 78 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

template<class TInputImage, class TOutputImage> typedef TOutputImage::PixelType itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::OutputImagePixelType

Reimplemented from itk::ImageSource< TOutputImage >. Definition at line 87 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

template<class TInputImage, class TOutputImage> typedef TOutputImage::RegionType itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::OutputImageRegionType

Typedef to describe the output image region type. Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Definition at line 93 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

template<class TInputImage, class TOutputImage> typedef TOutputImage itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::OutputImageType

Some convenient typedefs. Reimplemented from itk::ImageSource< TOutputImage >. Definition at line 79 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

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

SmartPointer typedef support Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Definition at line 82 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

template<class TInputImage, class TOutputImage> typedef ZeroCrossingBasedEdgeDetectionImageFilter itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::Self

Standard "Self" & Superclass typedef. Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Definition at line 74 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

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

Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >. Definition at line 75 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

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Constructor & Destructor Documentation

template<class TInputImage, class TOutputImage> itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::ZeroCrossingBasedEdgeDetectionImageFilter (   )  [inline, protected]

Definition at line 138 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

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

Definition at line 145 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

template<class TInputImage, class TOutputImage> itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::ZeroCrossingBasedEdgeDetectionImageFilter (  const Self &   )  [inline, protected]

Definition at line 146 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

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Member Function Documentation

template<class TInputImage, class TOutputImage> void itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::GenerateData (   )  [protected, virtual]

Standard pipeline method. While this class does not implement a ThreadedGenerateData(), its GenerateData() delegates all calculations to the pipeline of a DiscreteGaussianImageFilter, a LaplacianImageFilter and a ZeroCrossingImageFilter. Since these filters are multithreaded, this filter is multithreaded by default. Reimplemented from itk::ImageSource< TOutputImage >.

template<class TInputImage, class TOutputImage> virtual OutputImagePixelType itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::GetBackgroundValue (   )  [virtual]

Get/Set the label values for the ZeroCrossingImageFilter

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

Run-time type information (and related methods). Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.

template<class TInputImage, class TOutputImage> virtual OutputImagePixelType itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::GetForegroundValue (   )  [virtual]

Get/Set the label values for the ZeroCrossingImageFilter

template<class TInputImage, class TOutputImage> virtual const double* itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::GetMaximumError (   )  const [virtual]

Standard get/set macros for Gaussian filter parameters.

template<class TInputImage, class TOutputImage> virtual const double* itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::GetVariance (   )  const [virtual]

Standard get/set macros for Gaussian filter parameters.

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

ImageDimension enumeration

template<class TInputImage, class TOutputImage> Pointer itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::New (   )  [static]

Method for creation through the object factory. Reimplemented from itk::Object.

template<class TInputImage, class TOutputImage> void itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::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 >.

template<class TInputImage, class TOutputImage> virtual void itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::SetBackgroundValue (  OutputImagePixelType  _arg  )  [virtual]

Get/Set the label values for the ZeroCrossingImageFilter

template<class TInputImage, class TOutputImage> virtual void itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::SetForegroundValue (  OutputImagePixelType  _arg  )  [virtual]

Get/Set the label values for the ZeroCrossingImageFilter

template<class TInputImage, class TOutputImage> void itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::SetMaximumError (  const double  v  )  [inline]

Set the MaximumError parameter needed by the embedded gaussian filter Definition at line 126 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

template<class TInputImage, class TOutputImage> virtual void itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::SetMaximumError (  double  data[]  )  [virtual]

Standard get/set macros for Gaussian filter parameters.

template<class TInputImage, class TOutputImage> void itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::SetVariance (  const double  v  )  [inline]

Set the variance parameter needed by the embedded gaussian filter Definition at line 117 of file itkZeroCrossingBasedEdgeDetectionImageFilter.h.

template<class TInputImage, class TOutputImage> virtual void itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >::SetVariance (  double  data[]  )  [virtual]

Standard get/set macros for Gaussian filter parameters.

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

• itkZeroCrossingBasedEdgeDetectionImageFilter.h

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