template<class TInputImage, class TMaskImage = Image< unsigned char, TInputImage::ImageDimension >, class TOutputImage = TInputImage>
class itk::StochasticFractalDimensionImageFilter< TInputImage, TMaskImage, TOutputImage >
This filter computes the stochastic fractal dimension of the input image.
The methodology is based on Madelbrot's fractal theory and the concept of fractional Brownian motion and yields images which have been used for classification and edge enhancement.
This class which is templated over the input and output images as well as a mask image type. The input is a scalar image, an optional neighborhood radius (default = 2), and an optional mask. The mask can be specified to decrease computation time since, as the authors point out, calculation is time-consuming.
This filter was contributed by Nick Tustison and James Gee from the PICSL lab, at the University of Pennsylvania as an paper to the Insight Journal:
"Stochastic Fractal Dimension Image" http://hdl.handle.net/1926/1525 http://www.insight-journal.org/browse/publication/318
- Author
- Nick Tustison
Definition at line 55 of file itkStochasticFractalDimensionImageFilter.h.
|
void | GenerateData () |
|
void | PrintSelf (std::ostream &os, Indent indent) const |
|
| StochasticFractalDimensionImageFilter () |
|
| ~StochasticFractalDimensionImageFilter () |
|
virtual void | CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion) |
|
virtual void | CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion) |
|
virtual void | GenerateInputRequestedRegion () |
|
| ImageToImageFilter () |
|
virtual void | VerifyInputInformation () |
|
| ~ImageToImageFilter () |
|
void | PushBackInput (const DataObject *input) |
|
void | PushFrontInput (const DataObject *input) |
|
virtual void | AfterThreadedGenerateData () |
|
virtual void | AllocateOutputs () |
|
virtual void | BeforeThreadedGenerateData () |
|
virtual const
ImageRegionSplitterBase * | GetImageRegionSplitter (void) const |
|
| ImageSource () |
|
virtual unsigned int | SplitRequestedRegion (unsigned int i, unsigned int num, OutputImageRegionType &splitRegion) |
|
virtual void | ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, ThreadIdType threadId) |
|
virtual | ~ImageSource () |
|
virtual void | AddInput (DataObject *input) |
|
virtual void | AddOutput (DataObject *output) |
|
virtual void | CacheInputReleaseDataFlags () |
|
virtual void | GenerateOutputInformation () |
|
virtual void | GenerateOutputRequestedRegion (DataObject *output) |
|
virtual const
DataObjectPointerArraySizeType & | GetNumberOfRequiredOutputs () |
|
bool | IsIndexedInputName (const DataObjectIdentifierType &) const |
|
bool | IsIndexedOutputName (const DataObjectIdentifierType &) const |
|
| itkLegacyMacro (virtual void RemoveOutput(DataObject *output)) |
|
| itkLegacyMacro (void SetNumberOfOutputs(DataObjectPointerArraySizeType num)) |
|
| itkLegacyMacro (virtual void RemoveInput(DataObject *input)) |
|
| itkLegacyMacro (void SetNumberOfInputs(DataObjectPointerArraySizeType num)) |
|
DataObjectPointerArraySizeType | MakeIndexFromInputName (const DataObjectIdentifierType &name) const |
|
DataObjectPointerArraySizeType | MakeIndexFromOutputName (const DataObjectIdentifierType &name) const |
|
DataObjectIdentifierType | MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const |
|
DataObjectIdentifierType | MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const |
|
| ProcessObject () |
|
virtual void | PropagateResetPipeline () |
|
virtual void | ReleaseInputs () |
|
virtual void | RemoveInput (const DataObjectIdentifierType &key) |
|
virtual void | RemoveInput (DataObjectPointerArraySizeType) |
|
virtual void | RemoveOutput (const DataObjectIdentifierType &key) |
|
virtual void | RemoveOutput (DataObjectPointerArraySizeType idx) |
|
virtual void | RestoreInputReleaseDataFlags () |
|
virtual void | SetInput (const DataObjectIdentifierType &key, DataObject *input) |
|
virtual void | SetNthInput (DataObjectPointerArraySizeType num, DataObject *input) |
|
virtual void | SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output) |
|
void | SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num) |
|
void | SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num) |
|
virtual void | SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg) |
|
virtual void | SetOutput (const DataObjectIdentifierType &key, DataObject *output) |
|
virtual void | SetPrimaryInput (DataObject *input) |
|
virtual void | SetPrimaryOutput (DataObject *output) |
|
virtual void | VerifyPreconditions () |
|
| ~ProcessObject () |
|
DataObject * | GetInput (const DataObjectIdentifierType &key) |
|
const DataObject * | GetInput (const DataObjectIdentifierType &key) const |
|
DataObject * | GetInput (DataObjectPointerArraySizeType idx) |
|
const DataObject * | GetInput (DataObjectPointerArraySizeType idx) const |
|
DataObject * | GetPrimaryInput () |
|
const DataObject * | GetPrimaryInput () const |
|
virtual void | SetPrimaryInputName (const DataObjectIdentifierType &key) |
|
virtual const char * | GetPrimaryInputName (void) const |
|
virtual void | SetNumberOfRequiredInputs (DataObjectPointerArraySizeType) |
|
virtual const
DataObjectPointerArraySizeType & | GetNumberOfRequiredInputs () |
|
bool | AddRequiredInputName (const DataObjectIdentifierType &) |
|
bool | AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx) |
|
bool | RemoveRequiredInputName (const DataObjectIdentifierType &) |
|
bool | IsRequiredInputName (const DataObjectIdentifierType &) const |
|
void | SetRequiredInputNames (const NameArray &) |
|
DataObject * | GetOutput (const DataObjectIdentifierType &key) |
|
const DataObject * | GetOutput (const DataObjectIdentifierType &key) const |
|
virtual void | SetPrimaryOutputName (const DataObjectIdentifierType &key) |
|
virtual const char * | GetPrimaryOutputName (void) const |
|
DataObject * | GetOutput (DataObjectPointerArraySizeType idx) |
|
const DataObject * | GetOutput (DataObjectPointerArraySizeType idx) const |
|
DataObject * | GetPrimaryOutput () |
|
const DataObject * | GetPrimaryOutput () const |
|
| Object () |
|
bool | PrintObservers (std::ostream &os, Indent indent) const |
|
virtual void | SetTimeStamp (const TimeStamp &time) |
|
virtual | ~Object () |
|
virtual LightObject::Pointer | InternalClone () const |
|
| LightObject () |
|
virtual void | PrintHeader (std::ostream &os, Indent indent) const |
|
virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
|
virtual | ~LightObject () |
|
template<class TInputImage , class TMaskImage = Image< unsigned char, TInputImage::ImageDimension >, class TOutputImage = TInputImage>
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 TInputImage , class TMaskImage = Image< unsigned char, TInputImage::ImageDimension >, class TOutputImage = TInputImage>