OTB  6.7.0
Orfeo Toolbox
Public Types | Public Member Functions | Static Public Member Functions | Static Public Attributes | Protected Member Functions | Private Attributes | List of all members
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel > Class Template Reference

#include <otbMeanShiftSegmentationFilter.h>

+ Inheritance diagram for otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >:
+ Collaboration diagram for otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >:

Public Types

typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef
MeanShiftFilterType::OutputLabelImageType 
InputLabelImageType
 
typedef
MeanShiftFilterType::LabelType 
InputLabelPixelType
 
typedef TInputImage InputSpectralImageType
 
typedef TKernel KernelType
 
typedef
Functor::ConnectedLabelFunctor
< InputLabelPixelType
LabelFunctorType
 
typedef OutputClusteredImageType MeanShiftFilteredImageType
 
typedef
MeanShiftFilterType::Pointer 
MeanShiftFilterPointerType
 
typedef
MeanShiftSmoothingImageFilter
< InputSpectralImageType,
MeanShiftFilteredImageType,
KernelType
MeanShiftFilterType
 
typedef TOutputClusteredImage OutputClusteredImageType
 
typedef TOutputLabelImage OutputLabelImageType
 
typedef itk::SmartPointer< SelfPointer
 
typedef double RealType
 
typedef
RegionMergingFilterType::Pointer 
RegionMergingFilterPointerType
 
typedef
LabelImageRegionMergingFilter
< InputLabelImageType,
MeanShiftFilteredImageType,
OutputLabelImageType,
OutputClusteredImageType
RegionMergingFilterType
 
typedef
RegionPruningFilterType::Pointer 
RegionPruningFilterPointerType
 
typedef
LabelImageRegionPruningFilter
< OutputLabelImageType,
OutputClusteredImageType,
OutputLabelImageType,
OutputClusteredImageType
RegionPruningFilterType
 
typedef
RelabelComponentFilterType::Pointer 
RelabelComponentFilterPointerType
 
typedef
itk::ConnectedComponentFunctorImageFilter
< InputLabelImageType,
InputLabelImageType,
LabelFunctorType
RelabelComponentFilterType
 
typedef MeanShiftSegmentationFilter Self
 
typedef
itk::ImageToImageFilter
< TInputImage,
TOutputLabelImage > 
Superclass
 
- Public Types inherited from itk::ImageToImageFilter< TInputImage, TOutputLabelImage >
typedef SmartPointer< const SelfConstPointer
 
typedef
InputImageType::ConstPointer 
InputImageConstPointer
 
typedef InputImageType::PixelType InputImagePixelType
 
typedef InputImageType::Pointer InputImagePointer
 
typedef InputImageType::RegionType InputImageRegionType
 
typedef TInputImage InputImageType
 
typedef
Superclass::OutputImagePixelType 
OutputImagePixelType
 
typedef
Superclass::OutputImageRegionType 
OutputImageRegionType
 
typedef SmartPointer< SelfPointer
 
typedef ImageToImageFilter Self
 
typedef ImageSource
< TOutputLabelImage > 
Superclass
 
- Public Types inherited from itk::ImageSource< TOutputImage >
typedef SmartPointer< const SelfConstPointer
 
typedef
Superclass::DataObjectIdentifierType 
DataObjectIdentifierType
 
typedef DataObject::Pointer DataObjectPointer
 
typedef
Superclass::DataObjectPointerArraySizeType 
DataObjectPointerArraySizeType
 
typedef OutputImageType::PixelType OutputImagePixelType
 
typedef OutputImageType::Pointer OutputImagePointer
 
typedef OutputImageType::RegionType OutputImageRegionType
 
typedef TOutputImage OutputImageType
 
typedef SmartPointer< SelfPointer
 
typedef ImageSource Self
 
typedef ProcessObject Superclass
 
- Public Types inherited from itk::ProcessObject
typedef SmartPointer< const SelfConstPointer
 
typedef
DataObject::DataObjectIdentifierType 
DataObjectIdentifierType
 
typedef DataObject::Pointer DataObjectPointer
 
typedef std::vector
< DataObjectPointer
DataObjectPointerArray
 
typedef
DataObjectPointerArray::size_type 
DataObjectPointerArraySizeType
 
typedef std::vector
< DataObjectIdentifierType
NameArray
 
typedef SmartPointer< SelfPointer
 
typedef ProcessObject Self
 
typedef Object Superclass
 
- Public Types inherited from itk::Object
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef Object Self
 
typedef LightObject Superclass
 
- Public Types inherited from itk::LightObject
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef LightObject Self
 

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother (void) const
 
const OutputClusteredImageTypeGetClusteredOutput () const
 
OutputClusteredImageTypeGetClusteredOutput ()
 
const OutputLabelImageTypeGetLabelOutput () const
 
OutputLabelImageTypeGetLabelOutput ()
 
virtual const char * GetNameOfClass () const
 
 otbSetObjectMemberMacro (MeanShiftFilter, SpatialBandwidth, RealType)
 
 otbGetObjectMemberConstReferenceMacro (MeanShiftFilter, SpatialBandwidth, RealType)
 
 otbSetObjectMemberMacro (MeanShiftFilter, RangeBandwidth, RealType)
 
 otbGetObjectMemberConstReferenceMacro (MeanShiftFilter, RangeBandwidth, RealType)
 
 otbSetObjectMemberMacro (MeanShiftFilter, MaxIterationNumber, unsigned int)
 
 otbGetObjectMemberConstReferenceMacro (MeanShiftFilter, MaxIterationNumber, unsigned int)
 
 otbSetObjectMemberMacro (MeanShiftFilter, Threshold, RealType)
 
 otbGetObjectMemberConstReferenceMacro (MeanShiftFilter, Threshold, RealType)
 
 otbSetObjectMemberMacro (RegionPruningFilter, MinRegionSize, RealType)
 
 otbGetObjectMemberMacro (RegionPruningFilter, MinRegionSize, RealType)
 
- Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputLabelImage >
virtual double GetCoordinateTolerance () const
 
virtual double GetDirectionTolerance () const
 
const InputImageTypeGetInput () const
 
const InputImageTypeGetInput (unsigned int idx) const
 
virtual void PopBackInput () override
 
virtual void PopFrontInput () override
 
virtual void PushBackInput (const InputImageType *image)
 
virtual void PushFrontInput (const InputImageType *image)
 
virtual void SetCoordinateTolerance (double _arg)
 
virtual void SetDirectionTolerance (double _arg)
 
virtual void SetInput (const InputImageType *image)
 
virtual void SetInput (unsigned int, const TInputImage *image)
 
- Public Member Functions inherited from itk::ImageSource< TOutputImage >
OutputImageTypeGetOutput (unsigned int idx)
 
OutputImageTypeGetOutput ()
 
const OutputImageTypeGetOutput () const
 
virtual void GraftNthOutput (unsigned int idx, DataObject *output)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void GraftOutput (DataObject *output)
 
virtual
ProcessObject::DataObjectPointer 
MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) override
 
virtual
ProcessObject::DataObjectPointer 
MakeOutput (const ProcessObject::DataObjectIdentifierType &) override
 
- Public Member Functions inherited from itk::ProcessObject
virtual void AbortGenerateDataOff ()
 
virtual void AbortGenerateDataOn ()
 
virtual void EnlargeOutputRequestedRegion (DataObject *)
 
virtual const bool & GetAbortGenerateData () const
 
DataObjectPointerArray GetIndexedInputs ()
 
DataObjectPointerArray GetIndexedOutputs ()
 
NameArray GetInputNames () const
 
DataObjectPointerArray GetInputs ()
 
MultiThreader * GetMultiThreader () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
virtual const ThreadIdTypeGetNumberOfThreads () const
 
virtual
DataObjectPointerArraySizeType 
GetNumberOfValidRequiredInputs () const
 
NameArray GetOutputNames () const
 
DataObjectPointerArray GetOutputs ()
 
virtual const float & GetProgress () const
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual bool GetReleaseDataFlag () const
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
virtual void PrepareOutputs ()
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ReleaseDataBeforeUpdateFlagOff ()
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
void ReleaseDataFlagOff ()
 
void ReleaseDataFlagOn ()
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void SetNumberOfThreads (ThreadIdType _arg)
 
void SetProgress (float progress)
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual void SetReleaseDataFlag (bool flag)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) const
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
const MetaDataDictionaryGetMetaDataDictionary () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
virtual ModifiedTimeType GetMTime () const
 
virtual const std::string & GetObjectName () const
 
virtual const TimeStampGetTimeStamp () const
 
bool HasObserver (const EventObject &event) const
 
void InvokeEvent (const EventObject &)
 
void InvokeEvent (const EventObject &) const
 
virtual void Modified () const
 
virtual void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
virtual void SetObjectName (std::string _arg)
 
virtual void SetReferenceCount (int) override
 
virtual void UnRegister () const noexceptoverride
 
- Public Member Functions inherited from itk::LightObject
virtual void Delete ()
 
virtual int GetReferenceCount () const
 
 itkCloneMacro (Self)
 
void Print (std::ostream &os, Indent indent=0) const
 

Static Public Member Functions

static Pointer New ()
 
- Static Public Member Functions inherited from itk::Object
static bool GetGlobalWarningDisplay ()
 
static void GlobalWarningDisplayOff ()
 
static void GlobalWarningDisplayOn ()
 
static Pointer New ()
 
static void SetGlobalWarningDisplay (bool flag)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 

Static Public Attributes

static const unsigned int ImageDimension = TInputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ImageToImageFilter< TInputImage, TOutputLabelImage >
static const unsigned int InputImageDimension
 
static const unsigned int OutputImageDimension
 
- Static Public Attributes inherited from itk::ImageSource< TOutputImage >
static const unsigned int OutputImageDimension
 

Protected Member Functions

void GenerateData () override
 
 MeanShiftSegmentationFilter ()
 
 ~MeanShiftSegmentationFilter () override
 
- Protected Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputLabelImage >
virtual void CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)
 
virtual void CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)
 
virtual void GenerateInputRequestedRegion () override
 
 ImageToImageFilter ()
 
virtual void PrintSelf (std::ostream &os, Indent indent) const override
 
void PushBackInput (const DataObject *input) override
 
void PushFrontInput (const DataObject *input) override
 
virtual void VerifyInputInformation () override
 
 ~ImageToImageFilter ()
 
- Protected Member Functions inherited from itk::ImageSource< TOutputImage >
virtual void AfterThreadedGenerateData ()
 
virtual void AllocateOutputs ()
 
virtual void BeforeThreadedGenerateData ()
 
virtual const
ImageRegionSplitterBase
GetImageRegionSplitter () const
 
 ImageSource ()
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)
 
virtual void ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, ThreadIdType threadId)
 
virtual ~ImageSource ()
 
- Protected Member Functions inherited from itk::ProcessObject
virtual void AddInput (DataObject *input)
 
virtual void AddOutput (DataObject *output)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateOutputInformation ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredInputs () const
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredOutputs () const
 
DataObjectGetOutput (const DataObjectIdentifierType &key)
 
const DataObjectGetOutput (const DataObjectIdentifierType &key) const
 
DataObjectGetOutput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetOutput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual const char * GetPrimaryInputName (void) const
 
DataObjectGetPrimaryOutput ()
 
const DataObjectGetPrimaryOutput () const
 
virtual const char * GetPrimaryOutputName (void) const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
 itkLegacyMacro (virtual void RemoveInput(DataObject *input))
 
 itkLegacyMacro (void SetNumberOfInputs(DataObjectPointerArraySizeType num))
 
 itkLegacyMacro (virtual void RemoveOutput(DataObject *output))
 
 itkLegacyMacro (void SetNumberOfOutputs(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)
 
bool RemoveRequiredInputName (const DataObjectIdentifierType &)
 
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 SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual void SetOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void SetPrimaryInput (DataObject *input)
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual void SetPrimaryOutput (DataObject *output)
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
void SetRequiredInputNames (const NameArray &)
 
virtual void VerifyPreconditions ()
 
 ~ProcessObject ()
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
virtual ~Object ()
 
- Protected Member Functions inherited from itk::LightObject
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 ()
 

Private Attributes

MeanShiftFilterPointerType m_MeanShiftFilter
 
RegionMergingFilterPointerType m_RegionMergingFilter
 
RegionPruningFilterPointerType m_RegionPruningFilter
 
RelabelComponentFilterPointerType m_RelabelFilter
 

Additional Inherited Members

- Protected Types inherited from itk::ImageToImageFilter< TInputImage, TOutputLabelImage >
typedef
ImageToImageFilterDetail::ImageRegionCopier
< itkGetStaticConstMacro(OutputImageDimension),
itkGetStaticConstMacro(InputImageDimension) > 
InputToOutputRegionCopierType
 
typedef
ImageToImageFilterDetail::ImageRegionCopier
< itkGetStaticConstMacro(InputImageDimension),
itkGetStaticConstMacro(OutputImageDimension) > 
OutputToInputRegionCopierType
 
- Static Protected Member Functions inherited from itk::ImageSource< TOutputImage >
static const
ImageRegionSplitterBase
GetGlobalDefaultSplitter ()
 
static ITK_THREAD_RETURN_TYPE ThreaderCallback (void *arg)
 
- Protected Attributes inherited from itk::ProcessObject
TimeStamp m_OutputInformationMTime
 
bool m_Updating
 
- Protected Attributes inherited from itk::LightObject
AtomicInt< int > m_ReferenceCount
 

Detailed Description

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
class otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >

Performs segmentation of an image by chaining a mean shift filter and region merging filter. This filter relies on MeanShift Labeled image created from clustered filtered output of meanshift filter. Mode search algorithm is not performed on tiles boundaries. Thus output depends on Thread numbers.

Definition at line 91 of file otbMeanShiftSegmentationFilter.h.

Member Typedef Documentation

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef itk::SmartPointer<const Self> otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::ConstPointer

Definition at line 99 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef MeanShiftFilterType::OutputLabelImageType otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::InputLabelImageType

Definition at line 122 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef MeanShiftFilterType::LabelType otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::InputLabelPixelType

Definition at line 123 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef TInputImage otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::InputSpectralImageType

Some convenient typedefs.

Definition at line 102 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef TKernel otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::KernelType

Definition at line 105 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef Functor::ConnectedLabelFunctor<InputLabelPixelType> otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::LabelFunctorType

Definition at line 132 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef OutputClusteredImageType otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::MeanShiftFilteredImageType

Definition at line 118 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef MeanShiftFilterType::Pointer otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::MeanShiftFilterPointerType

Definition at line 120 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef MeanShiftSmoothingImageFilter<InputSpectralImageType, MeanShiftFilteredImageType, KernelType> otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::MeanShiftFilterType

Definition at line 119 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef TOutputClusteredImage otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::OutputClusteredImageType

Definition at line 104 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef TOutputLabelImage otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::OutputLabelImageType

Definition at line 103 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef itk::SmartPointer<Self> otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::Pointer

Definition at line 98 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef double otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::RealType

Definition at line 106 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef RegionMergingFilterType::Pointer otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::RegionMergingFilterPointerType

Definition at line 126 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef LabelImageRegionMergingFilter<InputLabelImageType, MeanShiftFilteredImageType, OutputLabelImageType, OutputClusteredImageType> otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::RegionMergingFilterType

Definition at line 125 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef RegionPruningFilterType::Pointer otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::RegionPruningFilterPointerType

Definition at line 129 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef LabelImageRegionPruningFilter<OutputLabelImageType,OutputClusteredImageType, OutputLabelImageType, OutputClusteredImageType> otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::RegionPruningFilterType

Definition at line 128 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef RelabelComponentFilterType::Pointer otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::RelabelComponentFilterPointerType

Definition at line 135 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef itk::ConnectedComponentFunctorImageFilter<InputLabelImageType,InputLabelImageType,LabelFunctorType> otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::RelabelComponentFilterType

Definition at line 134 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef MeanShiftSegmentationFilter otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::Self

Standard Self typedef

Definition at line 95 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
typedef itk::ImageToImageFilter<TInputImage, TOutputLabelImage> otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::Superclass

Definition at line 96 of file otbMeanShiftSegmentationFilter.h.

Constructor & Destructor Documentation

template<class TInputImage , class TOutputLabelImage , class TOutputClusteredImage , class TKernel >
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::MeanShiftSegmentationFilter ( )
protected

Definition at line 30 of file otbMeanShiftSegmentationFilter.hxx.

template<class TInputImage , class TOutputLabelImage , class TOutputClusteredImage , class TKernel >
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::~MeanShiftSegmentationFilter ( )
overrideprotected

Definition at line 46 of file otbMeanShiftSegmentationFilter.hxx.

Member Function Documentation

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
virtual::itk::LightObject::Pointer otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::CreateAnother ( void  ) const
virtual

Reimplemented from itk::Object.

template<class TInputImage , class TOutputLabelImage , class TOutputClusteredImage , class TKernel >
void otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::GenerateData ( void  )
overrideprotectedvirtual

Reimplemented from itk::ImageSource< TOutputImage >.

Definition at line 84 of file otbMeanShiftSegmentationFilter.hxx.

template<class TInputImage , class TOutputLabelImage , class TOutputClusteredImage , class TKernel >
const MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::OutputClusteredImageType * otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::GetClusteredOutput ( ) const

Returns the const clustered output image, with one spectral value per region

Definition at line 76 of file otbMeanShiftSegmentationFilter.hxx.

References itk::ProcessObject::GetOutput().

template<class TInputImage , class TOutputLabelImage , class TOutputClusteredImage , class TKernel >
MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::OutputClusteredImageType * otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::GetClusteredOutput ( )

Returns the clustered output image, with one spectral value per region

Definition at line 68 of file otbMeanShiftSegmentationFilter.hxx.

References itk::ProcessObject::GetOutput().

template<class TInputImage , class TOutputLabelImage , class TOutputClusteredImage , class TKernel >
const TOutputLabelImage * otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::GetLabelOutput ( ) const

Returns the const image of region labels

Definition at line 60 of file otbMeanShiftSegmentationFilter.hxx.

References itk::ProcessObject::GetOutput().

template<class TInputImage , class TOutputLabelImage , class TOutputClusteredImage , class TKernel >
TOutputLabelImage * otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::GetLabelOutput ( )

Returns the image of region labels

Definition at line 52 of file otbMeanShiftSegmentationFilter.hxx.

References itk::ProcessObject::GetOutput().

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
virtual const char* otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::GetNameOfClass ( ) const
virtual

Runtime information support.

Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputLabelImage >.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
static Pointer otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::New ( )
static

Method for creation through the object factory.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::otbGetObjectMemberConstReferenceMacro ( MeanShiftFilter  ,
SpatialBandwidth  ,
RealType   
)

Sets the spatial bandwidth (or radius in the case of a uniform kernel) of the neighborhood for each pixel

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::otbGetObjectMemberConstReferenceMacro ( MeanShiftFilter  ,
RangeBandwidth  ,
RealType   
)

Sets the spectral bandwidth (or radius for a uniform kernel) for pixels to be included in the same mode

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::otbGetObjectMemberConstReferenceMacro ( MeanShiftFilter  ,
MaxIterationNumber  ,
unsigned  int 
)

Set the maximum number of iterations

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::otbGetObjectMemberConstReferenceMacro ( MeanShiftFilter  ,
Threshold  ,
RealType   
)

Set the convergence threshold

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::otbGetObjectMemberMacro ( RegionPruningFilter  ,
MinRegionSize  ,
RealType   
)

Sets the minimum region size. (after merging step clustered regions, which size is under this threshold will be fused with adjacent region with smallest spectral distance).

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::otbSetObjectMemberMacro ( MeanShiftFilter  ,
SpatialBandwidth  ,
RealType   
)

Sets the spatial bandwidth (or radius in the case of a uniform kernel) of the neighborhood for each pixel

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::otbSetObjectMemberMacro ( MeanShiftFilter  ,
RangeBandwidth  ,
RealType   
)

Sets the spectral bandwidth (or radius for a uniform kernel) for pixels to be included in the same mode

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::otbSetObjectMemberMacro ( MeanShiftFilter  ,
MaxIterationNumber  ,
unsigned  int 
)

Set the maximum number of iterations

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::otbSetObjectMemberMacro ( MeanShiftFilter  ,
Threshold  ,
RealType   
)

Set the convergence threshold

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::otbSetObjectMemberMacro ( RegionPruningFilter  ,
MinRegionSize  ,
RealType   
)

Sets the minimum region size. (after merging step clustered regions, which size is under this threshold will be fused with adjacent region with smallest spectral distance).

Member Data Documentation

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
const unsigned int otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::ImageDimension = TInputImage::ImageDimension
static

ImageDimension constants

Definition at line 115 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
MeanShiftFilterPointerType otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::m_MeanShiftFilter
private

Definition at line 193 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
RegionMergingFilterPointerType otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::m_RegionMergingFilter
private

Definition at line 194 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
RegionPruningFilterPointerType otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::m_RegionPruningFilter
private

Definition at line 195 of file otbMeanShiftSegmentationFilter.h.

template<class TInputImage, class TOutputLabelImage, class TOutputClusteredImage = TInputImage, class TKernel = Meanshift::KernelUniform>
RelabelComponentFilterPointerType otb::MeanShiftSegmentationFilter< TInputImage, TOutputLabelImage, TOutputClusteredImage, TKernel >::m_RelabelFilter
private

Definition at line 196 of file otbMeanShiftSegmentationFilter.h.


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