ITK  4.1.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Static Public Member Functions | Protected Member Functions | Private Member Functions
itk::IsoDataThresholdCalculator< THistogram, TOutput > Class Template Reference

#include <itkIsoDataThresholdCalculator.h>

+ Inheritance diagram for itk::IsoDataThresholdCalculator< THistogram, TOutput >:
+ Collaboration diagram for itk::IsoDataThresholdCalculator< THistogram, TOutput >:

List of all members.

Public Types

typedef SmartPointer< const SelfConstPointer
typedef THistogram HistogramType
typedef TOutput OutputType
typedef SmartPointer< SelfPointer
typedef IsoDataThresholdCalculator Self
typedef Object Superclass

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother (void) const
virtual const char * GetNameOfClass () const

Static Public Member Functions

static Pointer New ()

Protected Member Functions

void GenerateData (void)
 IsoDataThresholdCalculator ()
virtual ~IsoDataThresholdCalculator ()

Private Member Functions

 IsoDataThresholdCalculator (const Self &)
void operator= (const Self &)

Detailed Description

template<class THistogram, class TOutput = double>
class itk::IsoDataThresholdCalculator< THistogram, TOutput >

Computes the IsoData threshold for an image. Aka intermeans.

Iterative procedure based on the isodata algorithm [T.W. Ridler, S. Calvard, Picture thresholding using an iterative selection method, IEEE Trans. System, Man and Cybernetics, SMC-8 (1978) 630-632.] The procedure divides the image into objects and background by taking an initial threshold, then the averages of the pixels at or below the threshold and pixels above are computed. The averages of those two values are computed, the threshold is incremented and the process is repeated until the threshold is larger than the composite average. That is, threshold = (average background + average objects)/2

This class is templated over the input histogram type.

Warning:
This calculator assumes that the input histogram has only one dimension.
Author:
Richard Beare. Department of Medicine, Monash University, Melbourne, Australia.
Gaetan Lehmann. Biologie du Developpement et de la Reproduction, INRA de Jouy-en-Josas, France.

This implementation was taken from the Insight Journal paper: http://hdl.handle.net/10380/3279 or http://www.insight-journal.org/browse/publication/811

Definition at line 54 of file itkIsoDataThresholdCalculator.h.


Member Typedef Documentation

template<class THistogram , class TOutput = double>
typedef SmartPointer<const Self> itk::IsoDataThresholdCalculator< THistogram, TOutput >::ConstPointer
template<class THistogram , class TOutput = double>
typedef THistogram itk::IsoDataThresholdCalculator< THistogram, TOutput >::HistogramType

Type definition for the input image.

Reimplemented from itk::HistogramThresholdCalculator< THistogram, TOutput >.

Definition at line 67 of file itkIsoDataThresholdCalculator.h.

template<class THistogram , class TOutput = double>
typedef TOutput itk::IsoDataThresholdCalculator< THistogram, TOutput >::OutputType

output object type

Reimplemented from itk::HistogramThresholdCalculator< THistogram, TOutput >.

Definition at line 71 of file itkIsoDataThresholdCalculator.h.

template<class THistogram , class TOutput = double>
typedef SmartPointer<Self> itk::IsoDataThresholdCalculator< THistogram, TOutput >::Pointer
template<class THistogram , class TOutput = double>
typedef IsoDataThresholdCalculator itk::IsoDataThresholdCalculator< THistogram, TOutput >::Self

Standard class typedefs.

Reimplemented from itk::HistogramThresholdCalculator< THistogram, TOutput >.

Definition at line 58 of file itkIsoDataThresholdCalculator.h.

template<class THistogram , class TOutput = double>
typedef Object itk::IsoDataThresholdCalculator< THistogram, TOutput >::Superclass

Constructor & Destructor Documentation

template<class THistogram , class TOutput = double>
itk::IsoDataThresholdCalculator< THistogram, TOutput >::IsoDataThresholdCalculator ( ) [inline, protected]

Definition at line 74 of file itkIsoDataThresholdCalculator.h.

template<class THistogram , class TOutput = double>
virtual itk::IsoDataThresholdCalculator< THistogram, TOutput >::~IsoDataThresholdCalculator ( ) [inline, protected, virtual]

Definition at line 75 of file itkIsoDataThresholdCalculator.h.

template<class THistogram , class TOutput = double>
itk::IsoDataThresholdCalculator< THistogram, TOutput >::IsoDataThresholdCalculator ( const Self ) [private]

Member Function Documentation

template<class THistogram , class TOutput = double>
virtual::itk::LightObject::Pointer itk::IsoDataThresholdCalculator< THistogram, TOutput >::CreateAnother ( void  ) const [virtual]

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::HistogramThresholdCalculator< THistogram, TOutput >.

template<class THistogram , class TOutput = double>
void itk::IsoDataThresholdCalculator< THistogram, TOutput >::GenerateData ( void  ) [protected, virtual]

This method causes the filter to generate its output.

Reimplemented from itk::ProcessObject.

template<class THistogram , class TOutput = double>
virtual const char* itk::IsoDataThresholdCalculator< THistogram, TOutput >::GetNameOfClass ( ) const [virtual]

Run-time type information (and related methods).

Reimplemented from itk::HistogramThresholdCalculator< THistogram, TOutput >.

template<class THistogram , class TOutput = double>
static Pointer itk::IsoDataThresholdCalculator< THistogram, TOutput >::New ( ) [static]

Method for creation through the object factory.

Reimplemented from itk::HistogramThresholdCalculator< THistogram, TOutput >.

template<class THistogram , class TOutput = double>
void itk::IsoDataThresholdCalculator< THistogram, TOutput >::operator= ( const Self ) [private]

Time when GenerateOutputInformation was last called.

Reimplemented from itk::HistogramThresholdCalculator< THistogram, TOutput >.


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