ITK  4.0.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Static Public Member Functions | Protected Types | Protected Member Functions | Private Attributes
itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer > Class Template Reference

This class computes texture descriptions from an image. More...

#include <itkScalarImageToTextureFeaturesFilter.h>

Inheritance diagram for itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >:
Collaboration diagram for itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >:

List of all members.

Public Types

typedef SmartPointer< const SelfConstPointer
typedef
ScalarImageToCooccurrenceMatrixFilter
< ImageType,
FrequencyContainerType
CooccurrenceMatrixFilterType
typedef DataObject::Pointer DataObjectPointer
typedef VectorContainer
< unsigned char,
TextureFeatureName
FeatureNameVector
typedef
FeatureNameVector::ConstPointer 
FeatureNameVectorConstPointer
typedef FeatureNameVector::Pointer FeatureNameVectorPointer
typedef VectorContainer
< unsigned char, double > 
FeatureValueVector
typedef DataObjectDecorator
< FeatureValueVector
FeatureValueVectorDataObjectType
typedef FeatureValueVector::Pointer FeatureValueVectorPointer
typedef
THistogramFrequencyContainer 
FrequencyContainerType
typedef
CooccurrenceMatrixFilterType::HistogramType 
HistogramType
typedef ImageType::Pointer ImagePointer
typedef TImageType ImageType
typedef ImageType::OffsetType OffsetType
typedef VectorContainer
< unsigned char, OffsetType
OffsetVector
typedef OffsetVector::ConstPointer OffsetVectorConstPointer
typedef OffsetVector::Pointer OffsetVectorPointer
typedef ImageType::PixelType PixelType
typedef SmartPointer< SelfPointer
typedef
ScalarImageToTextureFeaturesFilter 
Self
typedef ProcessObject Superclass
typedef short TextureFeatureName
typedef
HistogramToTextureFeaturesFilter
< HistogramType
TextureFeaturesFilterType

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother (void) const
virtual void FastCalculationsOff ()
virtual void FastCalculationsOn ()
virtual bool GetFastCalculations () const
const
FeatureValueVectorDataObjectType
GetFeatureMeansOutput () const
const
FeatureValueVectorDataObjectType
GetFeatureStandardDeviationsOutput () const
const ImageTypeGetInput () const
const ImageTypeGetMaskImage () const
virtual const char * GetNameOfClass () const
virtual void SetFastCalculations (bool _arg)
void SetInput (const ImageType *)
void SetInsidePixelValue (PixelType InsidePixelValue)
void SetMaskImage (const ImageType *)
void SetNumberOfBinsPerAxis (unsigned int)
virtual const
FeatureValueVector::Pointer
GetFeatureMeans () const
virtual const
FeatureValueVector::Pointer
GetFeatureStandardDeviations () const
virtual void SetRequestedFeatures (const FeatureNameVector *_arg)
virtual const FeatureNameVectorGetRequestedFeatures ()
virtual void SetOffsets (const OffsetVector *_arg)
virtual const OffsetVectorGetOffsets ()
void SetPixelValueMinMax (PixelType min, PixelType max)

Static Public Member Functions

static Pointer New ()

Protected Types

typedef
ProcessObject::DataObjectPointerArraySizeType 
DataObjectPointerArraySizeType

Protected Member Functions

void FastCompute ()
void FullCompute ()
virtual void GenerateData ()
virtual DataObjectPointer MakeOutput (DataObjectPointerArraySizeType)
void PrintSelf (std::ostream &os, Indent indent) const
 ScalarImageToTextureFeaturesFilter ()
virtual ~ScalarImageToTextureFeaturesFilter ()

Private Attributes

bool m_FastCalculations
FeatureValueVectorPointer m_FeatureMeans
FeatureValueVectorPointer m_FeatureStandardDeviations
CooccurrenceMatrixFilterType::Pointer m_GLCMGenerator
OffsetVectorConstPointer m_Offsets
FeatureNameVectorConstPointer m_RequestedFeatures

Detailed Description

template<class TImageType, class THistogramFrequencyContainer = DenseFrequencyContainer2>
class itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >

This class computes texture descriptions from an image.

This class computes features that summarize the texture of a given image. The texture features are computed a la Haralick, and have proven to be useful in image classification for biological and medical imaging. This class computes the texture features of an image (optionally in a masked region), averaged across several spatial directions so that they are invariant to rotation.

By default, texure features are computed for each spatial direction and then averaged afterward, so it is possible to access the standard deviations of the texture features. These values give a clue as to texture anisotropy. However, doing this is much more work, because it involved computing one GLCM for each offset given. To compute a single GLCM using the first offset , call FastCalculationsOn(). If this is called, then the texture standard deviations will not be computed (and will be set to zero), but texture computation will be much faster.

This class is templated over the input image type.

Template Parameters: The image type, and the type of histogram frequency container. If you are using a large number of bins per axis, a sparse frequency container may be advisable. The default is to use a dense frequency container.

Inputs and parameters:

  1. An image
  2. A mask defining the region over which texture features will be calculated. (Optional)
  3. The pixel value that defines the "inside" of the mask. (Optional, defaults to 1 if a mask is set.)
  4. The set of features to be calculated. These features are defined in the GreyLevelCooccurrenceMatrixTextureCoefficientsCalculator class. (Optional, defaults to {Energy, Entropy, InverseDifferenceMoment, Inertia, ClusterShade, ClusterProminence}, as in Conners, Trivedi and Harlow.)
  5. The number of intensity bins. (Optional, defaults to 256.)
  6. The set of directions (offsets) to average across. (Optional, defaults to {(-1, 0), (-1, -1), (0, -1), (1, -1)} for 2D images and scales analogously for ND images.)
  7. The pixel intensity range over which the features will be calculated. (Optional, defaults to the full dynamic range of the pixel type.)

In general, the default parameter values should be sufficient.

Outputs: (1) The average value of each feature. (2) The standard deviation in the values of each feature.

Web references: http://www.cssip.uq.edu.au/meastex/www/algs/algs/algs.html http://www.ucalgary.ca/~mhallbey/texture/texture_tutorial.html

Print references: Haralick, R.M., K. Shanmugam and I. Dinstein. 1973. Textural Features for Image Classification. IEEE Transactions on Systems, Man and Cybernetics. SMC-3(6):610-620.

Haralick, R.M. 1979. Statistical and Structural Approaches to Texture. Proceedings of the IEEE, 67:786-804.

R.W. Conners and C.A. Harlow. A Theoretical Comaprison of Texture Algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2:204-222, 1980.

R.W. Conners, M.M. Trivedi, and C.A. Harlow. Segmentation of a High-Resolution Urban Scene using Texture Operators. Computer Vision, Graphics and Image Processing, 25:273-310, 1984.

See also:
ScalarImageToCooccurrenceMatrixFilter
HistogramToTextureFeaturesFilter

Author: Zachary Pincus

Definition at line 107 of file itkScalarImageToTextureFeaturesFilter.h.


Member Typedef Documentation

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef SmartPointer< const Self > itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::ConstPointer

Reimplemented from itk::ProcessObject.

Definition at line 114 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef ScalarImageToCooccurrenceMatrixFilter< ImageType, FrequencyContainerType > itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::CooccurrenceMatrixFilterType

Definition at line 133 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef DataObject::Pointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::DataObjectPointer

Smart Pointer type to a DataObject.

Reimplemented from itk::ProcessObject.

Definition at line 150 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef ProcessObject::DataObjectPointerArraySizeType itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::DataObjectPointerArraySizeType [protected]

Make a DataObject to be used for output output.

Reimplemented from itk::ProcessObject.

Definition at line 218 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef VectorContainer< unsigned char, TextureFeatureName > itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::FeatureNameVector

Definition at line 142 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef FeatureNameVector::ConstPointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::FeatureNameVectorConstPointer

Definition at line 145 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef FeatureNameVector::Pointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::FeatureNameVectorPointer

Definition at line 144 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef VectorContainer< unsigned char, double > itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::FeatureValueVector

Definition at line 146 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef DataObjectDecorator< FeatureValueVector > itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::FeatureValueVectorDataObjectType

Type of DataObjects used for scalar outputs

Definition at line 154 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef FeatureValueVector::Pointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::FeatureValueVectorPointer

Definition at line 147 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef THistogramFrequencyContainer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::FrequencyContainerType

Definition at line 120 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef CooccurrenceMatrixFilterType::HistogramType itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::HistogramType

Definition at line 136 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef ImageType::Pointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::ImagePointer

Definition at line 124 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef TImageType itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::ImageType

Definition at line 123 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef ImageType::OffsetType itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::OffsetType

Definition at line 127 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef VectorContainer< unsigned char, OffsetType > itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::OffsetVector

Definition at line 128 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef OffsetVector::ConstPointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::OffsetVectorConstPointer

Definition at line 130 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef OffsetVector::Pointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::OffsetVectorPointer

Definition at line 129 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef ImageType::PixelType itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::PixelType

Definition at line 126 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef SmartPointer< Self > itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::Pointer

Reimplemented from itk::ProcessObject.

Definition at line 113 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef ScalarImageToTextureFeaturesFilter itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::Self

Standard typedefs

Reimplemented from itk::ProcessObject.

Definition at line 111 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef ProcessObject itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::Superclass

Reimplemented from itk::ProcessObject.

Definition at line 112 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef short itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::TextureFeatureName

Definition at line 141 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
typedef HistogramToTextureFeaturesFilter< HistogramType > itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::TextureFeaturesFilterType

Definition at line 139 of file itkScalarImageToTextureFeaturesFilter.h.


Constructor & Destructor Documentation

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::ScalarImageToTextureFeaturesFilter ( ) [protected]
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::~ScalarImageToTextureFeaturesFilter ( ) [inline, protected, virtual]

Definition at line 207 of file itkScalarImageToTextureFeaturesFilter.h.


Member Function Documentation

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual::itk::LightObject::Pointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::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::Object.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::FastCalculationsOff ( ) [virtual]
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::FastCalculationsOn ( ) [virtual]
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::FastCompute ( ) [protected]
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::FullCompute ( ) [protected]
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::GenerateData ( ) [protected, virtual]

This method causes the filter to generate its output.

Reimplemented from itk::ProcessObject.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual bool itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::GetFastCalculations ( ) const [virtual]
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual const FeatureValueVector ::Pointer& itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::GetFeatureMeans ( ) const [virtual]

Return the feature means and deviations.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
const FeatureValueVectorDataObjectType* itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::GetFeatureMeansOutput ( ) const
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual const FeatureValueVector ::Pointer& itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::GetFeatureStandardDeviations ( ) const [virtual]

Return the feature means and deviations.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
const FeatureValueVectorDataObjectType* itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::GetFeatureStandardDeviationsOutput ( ) const
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
const ImageType* itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::GetInput ( ) const
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
const ImageType* itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::GetMaskImage ( ) const
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual const char* itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::GetNameOfClass ( ) const [virtual]

Run-time type information (and related methods).

Reimplemented from itk::ProcessObject.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual const OffsetVector* itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::GetOffsets ( ) [virtual]

Set the offsets over which the co-occurrence pairs will be computed. Optional; for default value see above.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual const FeatureNameVector* itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::GetRequestedFeatures ( ) [virtual]

Set the desired feature set. Optional, for default value see above.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual DataObjectPointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::MakeOutput ( DataObjectPointerArraySizeType  idx) [protected, virtual]

Make a DataObject of the correct type to used as the specified output. Every ProcessObject subclass must be able to create a DataObject that can be used as a specified output. This method is automatically called when DataObject::DisconnectPipeline() is called. DataObject::DisconnectPipeline, disconnects a data object from being an output of its current source. When the data object is disconnected, the ProcessObject needs to construct a replacement output data object so that the ProcessObject is in a valid state. So DataObject::DisconnectPipeline eventually calls ProcessObject::MakeOutput. Note that MakeOutput always returns a itkSmartPointer to a DataObject. ImageSource and MeshSource override this method to create the correct type of image and mesh respectively. If a filter has multiple outputs of different types, then that filter must provide an implementation of MakeOutput().

Reimplemented from itk::ProcessObject.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
static Pointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::New ( ) [static]

standard New() method support

Reimplemented from itk::Object.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::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::ProcessObject.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::SetFastCalculations ( bool  _arg) [virtual]
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::SetInput ( const ImageType )
template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::SetInsidePixelValue ( PixelType  InsidePixelValue)

Set the pixel value of the mask that should be considered "inside" the object. Optional; for default value see above.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::SetMaskImage ( const ImageType )

Connects the mask image for which the histogram is going to be computed. Optional; for default value see above.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::SetNumberOfBinsPerAxis ( unsigned  int)

Set number of histogram bins along each axis. Optional; for default value see above.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::SetOffsets ( const OffsetVector _arg) [virtual]

Set the offsets over which the co-occurrence pairs will be computed. Optional; for default value see above.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::SetPixelValueMinMax ( PixelType  min,
PixelType  max 
)

Set the min and max (inclusive) pixel value that will be used for feature calculations. Optional; for default value see above.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::SetRequestedFeatures ( const FeatureNameVector _arg) [virtual]

Set the desired feature set. Optional, for default value see above.


Member Data Documentation

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
bool itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::m_FastCalculations [private]

Definition at line 229 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
FeatureValueVectorPointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::m_FeatureMeans [private]

Definition at line 225 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
FeatureValueVectorPointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::m_FeatureStandardDeviations [private]

Definition at line 226 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
CooccurrenceMatrixFilterType::Pointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::m_GLCMGenerator [private]

Definition at line 223 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
OffsetVectorConstPointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::m_Offsets [private]

Definition at line 228 of file itkScalarImageToTextureFeaturesFilter.h.

template<class TImageType , class THistogramFrequencyContainer = DenseFrequencyContainer2>
FeatureNameVectorConstPointer itk::Statistics::ScalarImageToTextureFeaturesFilter< TImageType, THistogramFrequencyContainer >::m_RequestedFeatures [private]

Definition at line 227 of file itkScalarImageToTextureFeaturesFilter.h.


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