OTB  5.0.0
Orfeo Toolbox
Public Types | Public Member Functions | Static Public Member Functions | Protected Member Functions | Private Member Functions | List of all members
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep > Class Template Reference

#include <otbObjectDetectionClassifier.h>

+ Inheritance diagram for otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >:
+ Collaboration diagram for otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >:

Public Types

typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef TCoordRep CoordRepType
 
typedef
DescriptorsFunctionType::Pointer 
DescriptorsFunctionPointerType
 
typedef itk::FunctionBase
< PointType, DescriptorType
DescriptorsFunctionType
 
typedef DefaultDescriptorType
< FunctionPrecision >::Type 
DescriptorType
 
typedef TFunctionPrecision FunctionPrecision
 
typedef TInputImage InputImageType
 
typedef TLabel LabelType
 
typedef TOutputVectorData OutputVectorDataType
 
typedef Superclass::FilterType PersistentFilterType
 
typedef itk::SmartPointer< SelfPointer
 
typedef itk::Point< TCoordRep, 2 > PointType
 
typedef ObjectDetectionClassifier Self
 
typedef
PersistentFilterStreamingDecorator
< PersistentObjectDetectionClassifier
< TInputImage,
TOutputVectorData, TLabel,
itk::FunctionBase< itk::Point
< TCoordRep, 2 >, typename
DefaultDescriptorType
< TFunctionPrecision >::Type > > > 
Superclass
 
typedef
PersistentFilterType::SVMModelPointerType 
SVMModelPointerType
 
typedef
PersistentFilterType::SVMModelType 
SVMModelType
 
- Public Types inherited from otb::PersistentFilterStreamingDecorator< PersistentObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, itk::FunctionBase< itk::Point< TCoordRep, 2 >, DefaultDescriptorType< TFunctionPrecision >::Type > > >
typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef FilterType::Pointer FilterPointerType
 
typedef
PersistentObjectDetectionClassifier
< TInputImage,
TOutputVectorData, TLabel,
itk::FunctionBase< itk::Point
< TCoordRep, 2 >
, DefaultDescriptorType
< TFunctionPrecision >::Type > > 
FilterType
 
typedef FilterType::InputImageType ImageType
 
typedef itk::SmartPointer< SelfPointer
 
typedef
PersistentFilterStreamingDecorator 
Self
 
typedef StreamerType::Pointer StreamerPointerType
 
typedef
StreamingImageVirtualWriter
< ImageType
StreamerType
 
typedef itk::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

void AddInput (itk::DataObject *dataObject)
 
virtual ::itk::LightObject::Pointer CreateAnother (void) const
 
DescriptorsFunctionTypeGetDescriptorsFunction ()
 
virtual const char * GetNameOfClass () const
 
OutputVectorDataTypeGetOutputVectorData ()
 
SVMModelTypeGetSVMModel ()
 
 otbGetObjectMemberMacro (Filter, NeighborhoodRadius, unsigned int)
 
 otbSetObjectMemberMacro (Filter, NeighborhoodRadius, unsigned int)
 
void SetDescriptorsFunction (DescriptorsFunctionType *input)
 
void SetInputImage (InputImageType *input)
 
void SetSVMModel (SVMModelType *model)
 
 otbGetObjectMemberMacro (Filter, ClassKey, std::string)
 
 otbSetObjectMemberMacro (Filter, ClassKey, std::string)
 
 otbGetObjectMemberMacro (Filter, NoClassLabel, LabelType)
 
 otbSetObjectMemberMacro (Filter, NoClassLabel, LabelType)
 
 otbGetObjectMemberMacro (Filter, Shifts, DescriptorType)
 
 otbSetObjectMemberMacro (Filter, Shifts, DescriptorType)
 
 otbGetObjectMemberMacro (Filter, Scales, DescriptorType)
 
 otbSetObjectMemberMacro (Filter, Scales, DescriptorType)
 
 otbSetObjectMemberMacro (Filter, GridStep, unsigned int)
 
 otbGetObjectMemberMacro (Filter, GridStep, unsigned int)
 
- Public Member Functions inherited from otb::PersistentFilterStreamingDecorator< PersistentObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, itk::FunctionBase< itk::Point< TCoordRep, 2 >, DefaultDescriptorType< TFunctionPrecision >::Type > > >
virtual ::itk::LightObject::Pointer CreateAnother (void) const
 
virtual const FilterTypeGetFilter () const
 
 itkGetObjectMacro (Filter, FilterType)
 
 itkGetObjectMacro (Streamer, StreamerType)
 
virtual void SetFilter (FilterType *_arg)
 
virtual void Update (void)
 
- 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 DataObjectPointer MakeOutput (const DataObjectIdentifierType &)
 
virtual DataObjectPointer MakeOutput (DataObjectPointerArraySizeType idx)
 
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 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 (void) const
 
MetaDataDictionaryGetMetaDataDictionary (void)
 
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 ITK_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) ITK_OVERRIDE
 
virtual void UnRegister () const ITK_OVERRIDE
 
- 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 otb::PersistentFilterStreamingDecorator< PersistentObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, itk::FunctionBase< itk::Point< TCoordRep, 2 >, DefaultDescriptorType< TFunctionPrecision >::Type > > >
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 ()
 

Protected Member Functions

 ObjectDetectionClassifier ()
 
virtual ~ObjectDetectionClassifier ()
 
- Protected Member Functions inherited from otb::PersistentFilterStreamingDecorator< PersistentObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, itk::FunctionBase< itk::Point< TCoordRep, 2 >, DefaultDescriptorType< TFunctionPrecision >::Type > > >
virtual void GenerateData (void)
 
 PersistentFilterStreamingDecorator ()
 
virtual void PrintSelf (std::ostream &os, itk::Indent indent) const
 
virtual ~PersistentFilterStreamingDecorator ()
 
- Protected Member Functions inherited from itk::ProcessObject
virtual void AddOutput (DataObject *output)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateInputRequestedRegion ()
 
virtual void GenerateOutputInformation ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
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 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
 
virtual void PopBackInput ()
 
virtual void PopFrontInput ()
 
 ProcessObject ()
 
virtual void PropagateResetPipeline ()
 
virtual void PushBackInput (const DataObject *input)
 
virtual void PushFrontInput (const DataObject *input)
 
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 VerifyInputInformation ()
 
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 Member Functions

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

Additional Inherited Members

- Protected Types inherited from itk::LightObject
typedef int InternalReferenceCountType
 
- Protected Attributes inherited from otb::PersistentFilterStreamingDecorator< PersistentObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, itk::FunctionBase< itk::Point< TCoordRep, 2 >, DefaultDescriptorType< TFunctionPrecision >::Type > > >
FilterPointerType m_Filter
 
StreamerPointerType m_Streamer
 
- Protected Attributes inherited from itk::ProcessObject
TimeStamp m_OutputInformationMTime
 
bool m_Updating
 
- Protected Attributes inherited from itk::LightObject
InternalReferenceCountType m_ReferenceCount
 
SimpleFastMutexLock m_ReferenceCountLock
 

Detailed Description

template<class TInputImage, class TOutputVectorData, class TLabel, class TFunctionPrecision = double, class TCoordRep = double>
class otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >

This class detects object in an image, given a SVM model and a local descriptors function.

Given an image (by SetInputImage()), a SVM model (by SetSVMModel) and an local descriptors ImageFunction (set by SetDescriptorsFunction()), this class computes the local descriptors on a regular grid over the image, and evaluates the class label of the corresponding sample. It outputs a vector data with the points for which the descriptors are not classified as "negative", the negative class label being given by SetNoClassLabel()

This class is streaming capable and multithreaded

Definition at line 255 of file otbObjectDetectionClassifier.h.

Member Typedef Documentation

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef itk::SmartPointer<const Self> otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::ConstPointer

Definition at line 276 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef TCoordRep otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::CoordRepType

Definition at line 287 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef DescriptorsFunctionType::Pointer otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::DescriptorsFunctionPointerType

Definition at line 298 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef itk::FunctionBase<PointType, DescriptorType> otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::DescriptorsFunctionType

The function evaluated on the input image at locations specified by the vector data

Definition at line 297 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef DefaultDescriptorType<FunctionPrecision>::Type otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::DescriptorType

The return value of the function

Definition at line 294 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef TFunctionPrecision otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::FunctionPrecision

Definition at line 288 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef TInputImage otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::InputImageType

Definition at line 282 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef TLabel otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::LabelType

Definition at line 286 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef TOutputVectorData otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::OutputVectorDataType

Definition at line 285 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef Superclass::FilterType otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::PersistentFilterType

Definition at line 300 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef itk::SmartPointer<Self> otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::Pointer

Definition at line 275 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef itk::Point<TCoordRep, 2> otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::PointType

The coordinates used when evaluating function

Definition at line 291 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef ObjectDetectionClassifier otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::Self

Standard Self typedef

Definition at line 266 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef PersistentFilterStreamingDecorator< PersistentObjectDetectionClassifier <TInputImage, TOutputVectorData, TLabel, itk::FunctionBase< itk::Point<TCoordRep, 2>, typename DefaultDescriptorType<TFunctionPrecision>::Type> > > otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::Superclass

Definition at line 274 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef PersistentFilterType::SVMModelPointerType otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::SVMModelPointerType

Definition at line 303 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
typedef PersistentFilterType::SVMModelType otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::SVMModelType

Definition at line 302 of file otbObjectDetectionClassifier.h.

Constructor & Destructor Documentation

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision , class TCoordRep >
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::ObjectDetectionClassifier ( )
protected

Constructor

Definition at line 286 of file otbObjectDetectionClassifier.txx.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision , class TCoordRep >
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::~ObjectDetectionClassifier ( )
protectedvirtual

Destructor

Definition at line 293 of file otbObjectDetectionClassifier.txx.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::ObjectDetectionClassifier ( const Self )
private

Member Function Documentation

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
void otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::AddInput ( itk::DataObject dataObject)
inlinevirtual

Reimplemented from itk::ProcessObject.

Definition at line 317 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
virtual::itk::LightObject::Pointer otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::CreateAnother ( void  ) const
virtual

Reimplemented from itk::Object.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
DescriptorsFunctionType* otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::GetDescriptorsFunction ( )
inline

The function to evaluate

Definition at line 329 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
virtual const char* otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::GetNameOfClass ( ) const
virtual
template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
OutputVectorDataType* otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::GetOutputVectorData ( void  )
inline

Sample locations as a VectorData of points. The label is in the ClassKey feature

Definition at line 312 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
SVMModelType* otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::GetSVMModel ( )
inline

The function to evaluate

Definition at line 341 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
static Pointer otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::New ( )
static

Type macro

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
void otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::operator= ( const Self )
private
template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbGetObjectMemberMacro ( Filter  ,
NeighborhoodRadius  ,
unsigned  int 
)
template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbGetObjectMemberMacro ( Filter  ,
ClassKey  ,
std::string   
)

Set/Get the name of the field containing the class information

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbGetObjectMemberMacro ( Filter  ,
NoClassLabel  ,
LabelType   
)

Set/Get the label of the negative samples

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbGetObjectMemberMacro ( Filter  ,
Shifts  ,
DescriptorType   
)

Set/Get the Shifts for this sample list

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbGetObjectMemberMacro ( Filter  ,
Scales  ,
DescriptorType   
)

Set/Get the Scales for this sample list

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbGetObjectMemberMacro ( Filter  ,
GridStep  ,
unsigned  int 
)

Set/Get the grid step for detection

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbSetObjectMemberMacro ( Filter  ,
NeighborhoodRadius  ,
unsigned  int 
)
template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbSetObjectMemberMacro ( Filter  ,
ClassKey  ,
std::string   
)

Set/Get the name of the field containing the class information

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbSetObjectMemberMacro ( Filter  ,
NoClassLabel  ,
LabelType   
)

Set/Get the label of the negative samples

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbSetObjectMemberMacro ( Filter  ,
Shifts  ,
DescriptorType   
)

Set/Get the Shifts for this sample list

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbSetObjectMemberMacro ( Filter  ,
Scales  ,
DescriptorType   
)

Set/Get the Scales for this sample list

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::otbSetObjectMemberMacro ( Filter  ,
GridStep  ,
unsigned  int 
)

Set/Get the grid step for detection

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
void otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::SetDescriptorsFunction ( DescriptorsFunctionType input)
inline

The function to evaluate

Definition at line 323 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
void otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::SetInputImage ( InputImageType input)
inline

Input image to extract feature

Definition at line 306 of file otbObjectDetectionClassifier.h.

template<class TInputImage , class TOutputVectorData , class TLabel , class TFunctionPrecision = double, class TCoordRep = double>
void otb::ObjectDetectionClassifier< TInputImage, TOutputVectorData, TLabel, TFunctionPrecision, TCoordRep >::SetSVMModel ( SVMModelType model)
inline

The function to evaluate

Definition at line 335 of file otbObjectDetectionClassifier.h.


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