itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType > Class Template Reference
[Image Feature Extraction Filters]

Performs the Hough Transform to find 2D straight lines in a 2D image. More...

#include <itkHoughTransform2DLinesImageFilter.h>

Inheritance diagram for itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >:

[legend]Collaboration diagram for itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >:

[legend]List of all members.

Public Types
typedef HoughTransform2DLinesImageFilter	Self
typedef Image< TInputPixelType, 2 >	InputImageType
typedef InputImageType::Pointer	InputImagePointer
typedef InputImageType::ConstPointer	InputImageConstPointer
typedef Image< TOutputPixelType, 2 >	OutputImageType
typedef OutputImageType::Pointer	OutputImagePointer
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef LineSpatialObject< 2 >	LineType
typedef LineType::Pointer	LinePointer
typedef std::list< LinePointer >	LinesListType
typedef LineType::LinePointType	LinePointType
typedef ImageToImageFilter< InputImageType, OutputImageType >	Superclass
typedef InputImageType::IndexType	IndexType
typedef InputImageType::PixelType	PixelType
typedef InputImageType::RegionType	OutputImageRegionType
Public Member Functions
virtual const char *	GetNameOfClass () const
void	GenerateData ()
virtual void	SetThreshold (float _arg)
virtual float	GetThreshold ()
virtual void	SetAngleResolution (float _arg)
virtual float	GetAngleResolution ()
void	Simplify (void)
virtual OutputImageType *	GetSimplifyAccumulator ()
LinesListType &	GetLines (unsigned int n=0)
virtual void	SetNumberOfLines (unsigned int _arg)
virtual unsigned int	GetNumberOfLines ()
virtual void	SetDiscRadius (float _arg)
virtual float	GetDiscRadius ()
virtual void	SetVariance (float _arg)
virtual float	GetVariance ()
Static Public Member Functions
Pointer	New ()
Protected Member Functions
	HoughTransform2DLinesImageFilter ()
virtual	~HoughTransform2DLinesImageFilter ()
	HoughTransform2DLinesImageFilter (const Self &)
void	operator= (const Self &)
void	PrintSelf (std::ostream &os, Indent indent) const
void	GenerateInputRequestedRegion ()
void	GenerateOutputInformation ()
void	EnlargeOutputRequestedRegion (DataObject *output)

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Detailed Description

template<typename TInputPixelType, typename TOutputPixelType>
class itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >

Performs the Hough Transform to find 2D straight lines in a 2D image.

This filter derives from ImageToImageFilter The input is an image, and all pixels above some threshold are those to be extracted. The output is the image of the accumulator. GetLines() returns a list of LinesSpatialObjects

Lines are parameterized in the form: R = x*cos(Teta)+y*sin(Teta) where R is the perpendicular distance from the origin and Teta the angle with the normal.

The output is the accumulator array: -The first dimension (X) represents the distance R from the corner to the line -The second dimension (Y) represents the angle between the X axis and the normal to the line.

The size of the array depends on the AngleAxisSize that could be set (500 by default) for the angle axis. The distance axis depends on the size of the diagonal of the input image.

See also:

LineSpatialObject

Definition at line 61 of file itkHoughTransform2DLinesImageFilter.h.

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Member Typedef Documentation

template<typename TInputPixelType, typename TOutputPixelType> typedef SmartPointer<const Self> itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::ConstPointer

Reimplemented from itk::ImageToImageFilter< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >. Definition at line 80 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef InputImageType::IndexType itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::IndexType

Image index typedef Definition at line 92 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef InputImageType::ConstPointer itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::InputImageConstPointer

Reimplemented from itk::ImageToImageFilter< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >. Definition at line 72 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef InputImageType::Pointer itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::InputImagePointer

Reimplemented from itk::ImageToImageFilter< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >. Definition at line 71 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef Image<TInputPixelType,2> itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::InputImageType

Input Image typedef Reimplemented from itk::ImageToImageFilter< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >. Definition at line 70 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef LineType::Pointer itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::LinePointer

Definition at line 84 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef LineType::LinePointType itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::LinePointType

Definition at line 86 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef std::list<LinePointer> itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::LinesListType

Definition at line 85 of file itkHoughTransform2DLinesImageFilter.h. Referenced by itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::operator=().

template<typename TInputPixelType, typename TOutputPixelType> typedef LineSpatialObject<2> itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::LineType

Line typedef Definition at line 83 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef OutputImageType::Pointer itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::OutputImagePointer

Reimplemented from itk::ImageSource< Image< TOutputPixelType, 2 > >. Definition at line 76 of file itkHoughTransform2DLinesImageFilter.h. Referenced by itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::operator=().

template<typename TInputPixelType, typename TOutputPixelType> typedef InputImageType::RegionType itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::OutputImageRegionType

Typedef to describe the output image region type. Reimplemented from itk::ImageToImageFilter< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >. Definition at line 98 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef Image<TOutputPixelType,2> itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::OutputImageType

Output Image typedef Reimplemented from itk::ImageSource< Image< TOutputPixelType, 2 > >. Definition at line 75 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef InputImageType::PixelType itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::PixelType

Image pixel value typedef Definition at line 95 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef SmartPointer<Self> itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::Pointer

Smart pointer typedef support. Reimplemented from itk::ImageToImageFilter< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >. Definition at line 79 of file itkHoughTransform2DLinesImageFilter.h.

template<typename TInputPixelType, typename TOutputPixelType> typedef HoughTransform2DLinesImageFilter itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::Self

Standard "Self" typedef. Reimplemented from itk::ImageToImageFilter< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >. Definition at line 67 of file itkHoughTransform2DLinesImageFilter.h. Referenced by itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::~HoughTransform2DLinesImageFilter().

template<typename TInputPixelType, typename TOutputPixelType> typedef ImageToImageFilter<InputImageType, OutputImageType> itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::Superclass

Standard "Superclass" typedef. Reimplemented from itk::ImageToImageFilter< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >. Definition at line 89 of file itkHoughTransform2DLinesImageFilter.h.

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Constructor & Destructor Documentation

template<typename TInputPixelType, typename TOutputPixelType> itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::HoughTransform2DLinesImageFilter (   )  [protected]

template<typename TInputPixelType, typename TOutputPixelType> virtual itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::~HoughTransform2DLinesImageFilter (   )  [inline, protected, virtual]

Definition at line 152 of file itkHoughTransform2DLinesImageFilter.h. References itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::Self.

template<typename TInputPixelType, typename TOutputPixelType> itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::HoughTransform2DLinesImageFilter (  const Self &   )  [inline, protected]

Definition at line 154 of file itkHoughTransform2DLinesImageFilter.h.

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Member Function Documentation

template<typename TInputPixelType, typename TOutputPixelType> void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::EnlargeOutputRequestedRegion (  DataObject *  output  )  [protected, virtual]

HoughTransform2DLinesImageFilter must produce the entire output Reimplemented from itk::ProcessObject.

template<typename TInputPixelType, typename TOutputPixelType> void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::GenerateData (   )  [virtual]

Method for evaluating the implicit function over the image. Reimplemented from itk::ImageSource< Image< TOutputPixelType, 2 > >.

template<typename TInputPixelType, typename TOutputPixelType> void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::GenerateInputRequestedRegion (   )  [protected, virtual]

HoughTransform2DLinesImageFilter needs the entire input. Therefore it must provide an implementation GenerateInputRequestedRegion(). See also: ProcessObject::GenerateInputRequestedRegion(). Reimplemented from itk::ImageToImageFilter< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >.

template<typename TInputPixelType, typename TOutputPixelType> void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::GenerateOutputInformation (   )  [protected, virtual]

HoughTransform2DLinesImageFilter's output is the accumulator array. The size of the output is a function of the size of the input and the AngleAxisSize. Since this output is a different size than the input, it must provide an implementation of GenerateOutputInformation. See also: ProcessObject::GenerateOutputRequestedRegion() Reimplemented from itk::ProcessObject.

template<typename TInputPixelType, typename TOutputPixelType> virtual float itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::GetAngleResolution (   )  [virtual]

Get the resolution angle

template<typename TInputPixelType, typename TOutputPixelType> virtual float itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::GetDiscRadius (   )  [virtual]

Set/Get the radius of the disc to remove from the accumulator for each line found

template<typename TInputPixelType, typename TOutputPixelType> LinesListType& itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::GetLines (  unsigned int  n = 0  )

Get the list of lines. This recomputes the lines

template<typename TInputPixelType, typename TOutputPixelType> virtual const char* itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::GetNameOfClass (   )  const [virtual]

Run-time type information (and related methods). Reimplemented from itk::ImageToImageFilter< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >.

template<typename TInputPixelType, typename TOutputPixelType> virtual unsigned int itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::GetNumberOfLines (   )  [virtual]

Set/Get the number of lines to extract

template<typename TInputPixelType, typename TOutputPixelType> virtual OutputImageType* itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::GetSimplifyAccumulator (   )  [virtual]

Get the Simplified accumulator

template<typename TInputPixelType, typename TOutputPixelType> virtual float itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::GetThreshold (   )  [virtual]

Get the threshold value

template<typename TInputPixelType, typename TOutputPixelType> virtual float itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::GetVariance (   )  [virtual]

Set the variance of the gaussian bluring for the accumulator

template<typename TInputPixelType, typename TOutputPixelType> Pointer itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::New (   )  [static]

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

template<typename TInputPixelType, typename TOutputPixelType> void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::operator= (  const Self &   )  [inline, protected]

Reimplemented from itk::ImageToImageFilter< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >. Definition at line 155 of file itkHoughTransform2DLinesImageFilter.h. References itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::LinesListType, and itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::OutputImagePointer.

template<typename TInputPixelType, typename TOutputPixelType> void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::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< Image< TInputPixelType, 2 >, Image< TOutputPixelType, 2 > >.

template<typename TInputPixelType, typename TOutputPixelType> virtual void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::SetAngleResolution (  float  _arg  )  [virtual]

Set the resolution angle: The hough space descibes (in the angle direction) [-PI,PI[ with a constant stepe AngleResolution

template<typename TInputPixelType, typename TOutputPixelType> virtual void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::SetDiscRadius (  float  _arg  )  [virtual]

Set/Get the radius of the disc to remove from the accumulator for each line found

template<typename TInputPixelType, typename TOutputPixelType> virtual void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::SetNumberOfLines (  unsigned int  _arg  )  [virtual]

Set/Get the number of lines to extract

template<typename TInputPixelType, typename TOutputPixelType> virtual void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::SetThreshold (  float  _arg  )  [virtual]

Set the threshold above which the filter should consider the point as a valid point

template<typename TInputPixelType, typename TOutputPixelType> virtual void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::SetVariance (  float  _arg  )  [virtual]

Set the variance of the gaussian bluring for the accumulator

template<typename TInputPixelType, typename TOutputPixelType> void itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >::Simplify (  void   )

Simplify the accumulator

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

• itkHoughTransform2DLinesImageFilter.h

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