SimpleITK
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Converts a label image to a label map and valuates the shape attributes. More...
#include <sitkLabelShapeStatisticsImageFilter.h>
Converts a label image to a label map and valuates the shape attributes.
A convenient class that converts a label image to a label map and valuates the shape attribute at once.
This implementation was taken from the Insight Journal paper: https://doi.org/10.54294/q6auw4
Definition at line 48 of file sitkLabelShapeStatisticsImageFilter.h.
Public Types | |
using | PixelIDTypeList = IntegerPixelIDTypeList |
using | Self = LabelShapeStatisticsImageFilter |
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using | Self = ImageFilter |
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using | Self = ProcessObject |
Public Member Functions | |
Self & | ComputeFeretDiameterOff () |
Self & | ComputeFeretDiameterOn () |
Self & | ComputeOrientedBoundingBoxOff () |
Self & | ComputeOrientedBoundingBoxOn () |
Self & | ComputePerimeterOff () |
Self & | ComputePerimeterOn () |
void | Execute (const Image &image1) |
double | GetBackgroundValue () const |
std::vector< unsigned int > | GetBoundingBox (int64_t label) const |
std::vector< double > | GetCentroid (int64_t label) const |
bool | GetComputeFeretDiameter () const |
bool | GetComputeOrientedBoundingBox () const |
bool | GetComputePerimeter () const |
double | GetElongation (int64_t label) const |
std::vector< double > | GetEquivalentEllipsoidDiameter (int64_t label) const |
double | GetEquivalentSphericalPerimeter (int64_t label) const |
double | GetEquivalentSphericalRadius (int64_t label) const |
double | GetFeretDiameter (int64_t label) const |
double | GetFlatness (int64_t label) const |
std::vector< unsigned int > | GetIndexes (int64_t label) const |
std::vector< int64_t > | GetLabels () const |
std::string | GetName () const |
uint64_t | GetNumberOfLabels () |
uint64_t | GetNumberOfPixels (int64_t label) const |
uint64_t | GetNumberOfPixelsOnBorder (int64_t label) const |
std::vector< double > | GetOrientedBoundingBoxDirection (int64_t label) const |
std::vector< double > | GetOrientedBoundingBoxOrigin (int64_t label) const |
std::vector< double > | GetOrientedBoundingBoxSize (int64_t label) const |
std::vector< double > | GetOrientedBoundingBoxVertices (int64_t label) const |
double | GetPerimeter (int64_t label) const |
double | GetPerimeterOnBorder (int64_t label) const |
double | GetPerimeterOnBorderRatio (int64_t label) const |
double | GetPhysicalSize (int64_t label) const |
std::vector< double > | GetPrincipalAxes (int64_t label) const |
std::vector< double > | GetPrincipalMoments (int64_t label) const |
std::vector< unsigned int > | GetRegion (int64_t label) const |
std::vector< unsigned int > | GetRLEIndexes (int64_t label) const |
double | GetRoundness (int64_t label) const |
bool | HasLabel (int64_t label) |
LabelShapeStatisticsImageFilter () | |
Self & | SetBackgroundValue (double BackgroundValue) |
Self & | SetComputeFeretDiameter (bool ComputeFeretDiameter) |
Self & | SetComputeOrientedBoundingBox (bool ComputeOrientedBoundingBox) |
Self & | SetComputePerimeter (bool ComputePerimeter) |
std::string | ToString () const |
virtual | ~LabelShapeStatisticsImageFilter () |
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ImageFilter () | |
virtual | ~ImageFilter ()=0 |
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virtual void | Abort () |
virtual int | AddCommand (itk::simple::EventEnum event, const std::function< void()> &func) |
Directly add a callback to observe an event. | |
virtual int | AddCommand (itk::simple::EventEnum event, itk::simple::Command &cmd) |
Add a Command Object to observer the event. | |
virtual float | GetProgress () const |
An Active Measurement of the progress of execution. | |
virtual bool | HasCommand (itk::simple::EventEnum event) const |
Query of this object has any registered commands for event. | |
ProcessObject () | |
virtual void | RemoveAllCommands () |
Remove all registered commands. | |
virtual | ~ProcessObject () |
virtual void | DebugOn () |
virtual void | DebugOff () |
virtual bool | GetDebug () const |
virtual void | SetDebug (bool debugFlag) |
virtual void | SetNumberOfThreads (unsigned int n) |
virtual unsigned int | GetNumberOfThreads () const |
virtual void | SetNumberOfWorkUnits (unsigned int n) |
virtual unsigned int | GetNumberOfWorkUnits () const |
Private Types | |
using | MemberFunctionType = void (Self::*)( const Image& image1 ) |
Private Member Functions | |
template<class TImageType> | |
void | ExecuteInternal (const Image &image1) |
Private Attributes | |
double | m_BackgroundValue {0} |
bool | m_ComputeFeretDiameter {false} |
bool | m_ComputeOrientedBoundingBox {false} |
bool | m_ComputePerimeter {true} |
itk::ProcessObject * | m_Filter {nullptr} |
std::vector< int64_t > | m_Labels {std::vector<int64_t>()} |
std::unique_ptr< detail::MemberFunctionFactory< MemberFunctionType > > | m_MemberFactory |
std::function< std::vector< unsigned int >(int64_t)> | m_pfGetBoundingBox |
std::function< std::vector< double >(int64_t)> | m_pfGetCentroid |
std::function< double(int64_t)> | m_pfGetElongation |
std::function< std::vector< double >(int64_t)> | m_pfGetEquivalentEllipsoidDiameter |
std::function< double(int64_t)> | m_pfGetEquivalentSphericalPerimeter |
std::function< double(int64_t)> | m_pfGetEquivalentSphericalRadius |
std::function< double(int64_t)> | m_pfGetFeretDiameter |
std::function< double(int64_t)> | m_pfGetFlatness |
std::function< std::vector< unsigned int >(int64_t)> | m_pfGetIndexes |
std::function< uint64_t(int64_t)> | m_pfGetNumberOfPixels |
std::function< uint64_t(int64_t)> | m_pfGetNumberOfPixelsOnBorder |
std::function< std::vector< double >(int64_t)> | m_pfGetOrientedBoundingBoxDirection |
std::function< std::vector< double >(int64_t)> | m_pfGetOrientedBoundingBoxOrigin |
std::function< std::vector< double >(int64_t)> | m_pfGetOrientedBoundingBoxSize |
std::function< std::vector< double >(int64_t)> | m_pfGetOrientedBoundingBoxVertices |
std::function< double(int64_t)> | m_pfGetPerimeter |
std::function< double(int64_t)> | m_pfGetPerimeterOnBorder |
std::function< double(int64_t)> | m_pfGetPerimeterOnBorderRatio |
std::function< double(int64_t)> | m_pfGetPhysicalSize |
std::function< std::vector< double >(int64_t)> | m_pfGetPrincipalAxes |
std::function< std::vector< double >(int64_t)> | m_pfGetPrincipalMoments |
std::function< std::vector< unsigned int >(int64_t)> | m_pfGetRegion |
std::function< std::vector< unsigned int >(int64_t)> | m_pfGetRLEIndexes |
std::function< double(int64_t)> | m_pfGetRoundness |
Friends | |
struct | detail::MemberFunctionAddressor< MemberFunctionType > |
Additional Inherited Members | |
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static bool | GetGlobalDefaultDebug () |
static void | GlobalDefaultDebugOff () |
static void | GlobalDefaultDebugOn () |
static void | SetGlobalDefaultDebug (bool debugFlag) |
static void | GlobalWarningDisplayOn () |
static void | GlobalWarningDisplayOff () |
static void | SetGlobalWarningDisplay (bool flag) |
static bool | GetGlobalWarningDisplay () |
static double | GetGlobalDefaultCoordinateTolerance () |
Access the global tolerance to determine congruent spaces. | |
static void | SetGlobalDefaultCoordinateTolerance (double) |
Access the global tolerance to determine congruent spaces. | |
static double | GetGlobalDefaultDirectionTolerance () |
Access the global tolerance to determine congruent spaces. | |
static void | SetGlobalDefaultDirectionTolerance (double) |
Access the global tolerance to determine congruent spaces. | |
static bool | SetGlobalDefaultThreader (const std::string &threader) |
Set/Get the default threader used for process objects. | |
static std::string | GetGlobalDefaultThreader () |
Set/Get the default threader used for process objects. | |
static void | SetGlobalDefaultNumberOfThreads (unsigned int n) |
static unsigned int | GetGlobalDefaultNumberOfThreads () |
Set/Get the default threader used for process objects. | |
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void | CheckImageMatchingDimension (const Image &image1, const Image &image2, const std::string &image2Name) |
void | CheckImageMatchingPixelType (const Image &image1, const Image &image2, const std::string &image2Name) |
void | CheckImageMatchingSize (const Image &image1, const Image &image2, const std::string &image2Name) |
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virtual unsigned long | AddITKObserver (const itk::EventObject &, itk::Command *) |
virtual itk::ProcessObject * | GetActiveProcess () |
virtual void | OnActiveProcessDelete () |
virtual void | onCommandDelete (const itk::simple::Command *cmd) noexcept |
virtual void | PreUpdate (itk::ProcessObject *p) |
virtual void | RemoveITKObserver (EventCommand &e) |
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NonCopyable ()=default | |
NonCopyable (const NonCopyable &)=delete | |
NonCopyable & | operator= (const NonCopyable &)=delete |
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template<class TImageType> | |
static void | FixNonZeroIndex (TImageType *img) |
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template<class TImageType> | |
static TImageType::ConstPointer | CastImageToITK (const Image &img) |
template<class TPixelType, unsigned int VImageDimension, unsigned int VLength, template< typename, unsigned int > class TVector> | |
static Image | CastITKToImage (itk::Image< TVector< TPixelType, VLength >, VImageDimension > *img) |
template<unsigned int VImageDimension, unsigned int VLength, template< unsigned int > class TVector> | |
static Image | CastITKToImage (itk::Image< TVector< VLength >, VImageDimension > *img) |
template<class TImageType> | |
static Image | CastITKToImage (TImageType *img) |
static const itk::EventObject & | GetITKEventObject (EventEnum e) |
template<typename T> | |
static std::ostream & | ToStringHelper (std::ostream &os, const T &v) |
static std::ostream & | ToStringHelper (std::ostream &os, const char &v) |
static std::ostream & | ToStringHelper (std::ostream &os, const signed char &v) |
static std::ostream & | ToStringHelper (std::ostream &os, const unsigned char &v) |
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Setup for member function dispatching
Definition at line 361 of file sitkLabelShapeStatisticsImageFilter.h.
Define the pixels types supported by this filter
Definition at line 60 of file sitkLabelShapeStatisticsImageFilter.h.
Definition at line 50 of file sitkLabelShapeStatisticsImageFilter.h.
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Destructor
itk::simple::LabelShapeStatisticsImageFilter::LabelShapeStatisticsImageFilter | ( | ) |
Default Constructor that takes no arguments and initializes default parameters
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Definition at line 80 of file sitkLabelShapeStatisticsImageFilter.h.
References SetComputeFeretDiameter().
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Set the value of ComputeFeretDiameter to true or false respectfully.
Definition at line 79 of file sitkLabelShapeStatisticsImageFilter.h.
References SetComputeFeretDiameter().
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Definition at line 108 of file sitkLabelShapeStatisticsImageFilter.h.
References SetComputeOrientedBoundingBox().
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Set the value of ComputeOrientedBoundingBox to true or false respectfully.
Definition at line 107 of file sitkLabelShapeStatisticsImageFilter.h.
References SetComputeOrientedBoundingBox().
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Definition at line 94 of file sitkLabelShapeStatisticsImageFilter.h.
References SetComputePerimeter().
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Set the value of ComputePerimeter to true or false respectfully.
Definition at line 93 of file sitkLabelShapeStatisticsImageFilter.h.
References SetComputePerimeter().
void itk::simple::LabelShapeStatisticsImageFilter::Execute | ( | const Image & | image1 | ) |
Execute the filter on the input image
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Referenced by detail::MemberFunctionAddressor< MemberFunctionType >.
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Set/Get the value used as "background" in the output image. Defaults to NumericTraits<PixelType>::NonpositiveMin() .
Definition at line 71 of file sitkLabelShapeStatisticsImageFilter.h.
References m_BackgroundValue.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 121 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetBoundingBox.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 139 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetCentroid.
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Set/Get whether the maximum Feret diameter should be computed or not. Default value is false, because of the high computation time required.
Definition at line 85 of file sitkLabelShapeStatisticsImageFilter.h.
References m_ComputeFeretDiameter.
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Set/Get whether the oriented bounding box should be computed or not. Default value is false because of potential memory consumption issues with sparse labels.
Definition at line 113 of file sitkLabelShapeStatisticsImageFilter.h.
References m_ComputeOrientedBoundingBox.
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Set/Get whether the perimeter should be computed or not. Default value is false, because of the high computation time required.
Definition at line 99 of file sitkLabelShapeStatisticsImageFilter.h.
References m_ComputePerimeter.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 148 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetElongation.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 157 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetEquivalentEllipsoidDiameter.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 166 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetEquivalentSphericalPerimeter.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 175 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetEquivalentSphericalRadius.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 184 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetFeretDiameter.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 193 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetFlatness.
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Get an array of indexes for pixels with the label value.
This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 327 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetIndexes.
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This is a measurement. Its value is updated in the Execute methods, so the value will only be valid after an execution.
Definition at line 201 of file sitkLabelShapeStatisticsImageFilter.h.
References m_Labels.
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Name of this class
Implements itk::simple::ProcessObject.
Definition at line 340 of file sitkLabelShapeStatisticsImageFilter.h.
uint64_t itk::simple::LabelShapeStatisticsImageFilter::GetNumberOfLabels | ( | ) |
Return the number of labels after execution.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 210 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetNumberOfPixels.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 219 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetNumberOfPixelsOnBorder.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 309 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetOrientedBoundingBoxDirection.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 300 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetOrientedBoundingBoxOrigin.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 291 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetOrientedBoundingBoxSize.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 318 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetOrientedBoundingBoxVertices.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 228 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetPerimeter.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 237 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetPerimeterOnBorder.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 246 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetPerimeterOnBorderRatio.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 255 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetPhysicalSize.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 264 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetPrincipalAxes.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 273 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetPrincipalMoments.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 130 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetRegion.
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Get an array of run-length encoding (RLE) indexes for pixels with the label value. The array is the index of a starting line, followed by the length repeated. The length of the array is divisible by the image's dimension + 1. For example for a 2D image the array [ 2, 3, 2] would encode the two indexes [2,3] and [3,3].
This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 336 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetRLEIndexes.
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This is an active measurement. It may be accessed while the filter is being executing in command call-backs and can be accessed after execution.
Definition at line 282 of file sitkLabelShapeStatisticsImageFilter.h.
References m_pfGetRoundness.
bool itk::simple::LabelShapeStatisticsImageFilter::HasLabel | ( | int64_t | label | ) |
Does the specified label exist? Can only be called after a call a call to Update().
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Set/Get the value used as "background" in the output image. Defaults to NumericTraits<PixelType>::NonpositiveMin() .
Definition at line 66 of file sitkLabelShapeStatisticsImageFilter.h.
References m_BackgroundValue.
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Set/Get whether the maximum Feret diameter should be computed or not. Default value is false, because of the high computation time required.
Definition at line 76 of file sitkLabelShapeStatisticsImageFilter.h.
References m_ComputeFeretDiameter.
Referenced by ComputeFeretDiameterOff(), and ComputeFeretDiameterOn().
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Set/Get whether the oriented bounding box should be computed or not. Default value is false because of potential memory consumption issues with sparse labels.
Definition at line 104 of file sitkLabelShapeStatisticsImageFilter.h.
References m_ComputeOrientedBoundingBox.
Referenced by ComputeOrientedBoundingBoxOff(), and ComputeOrientedBoundingBoxOn().
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Set/Get whether the perimeter should be computed or not. Default value is false, because of the high computation time required.
Definition at line 90 of file sitkLabelShapeStatisticsImageFilter.h.
References m_ComputePerimeter.
Referenced by ComputePerimeterOff(), and ComputePerimeterOn().
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Print ourselves out
Reimplemented from itk::simple::ProcessObject.
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Definition at line 362 of file sitkLabelShapeStatisticsImageFilter.h.
References ExecuteInternal().
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Definition at line 371 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetBackgroundValue(), and SetBackgroundValue().
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Definition at line 373 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetComputeFeretDiameter(), and SetComputeFeretDiameter().
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Definition at line 377 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetComputeOrientedBoundingBox(), and SetComputeOrientedBoundingBox().
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Definition at line 375 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetComputePerimeter(), and SetComputePerimeter().
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Definition at line 431 of file sitkLabelShapeStatisticsImageFilter.h.
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Definition at line 398 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetLabels().
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Definition at line 367 of file sitkLabelShapeStatisticsImageFilter.h.
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Definition at line 380 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetBoundingBox().
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Definition at line 384 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetCentroid().
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Definition at line 386 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetElongation().
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Definition at line 388 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetEquivalentEllipsoidDiameter().
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Definition at line 390 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetEquivalentSphericalPerimeter().
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Definition at line 392 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetEquivalentSphericalRadius().
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Definition at line 394 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetFeretDiameter().
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Definition at line 396 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetFlatness().
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Definition at line 426 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetIndexes().
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Definition at line 400 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetNumberOfPixels().
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Definition at line 402 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetNumberOfPixelsOnBorder().
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Definition at line 422 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetOrientedBoundingBoxDirection().
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Definition at line 420 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetOrientedBoundingBoxOrigin().
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Definition at line 418 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetOrientedBoundingBoxSize().
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Definition at line 424 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetOrientedBoundingBoxVertices().
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Definition at line 404 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetPerimeter().
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Definition at line 406 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetPerimeterOnBorder().
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Definition at line 408 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetPerimeterOnBorderRatio().
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Definition at line 410 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetPhysicalSize().
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Definition at line 412 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetPrincipalAxes().
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Definition at line 414 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetPrincipalMoments().
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Definition at line 382 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetRegion().
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Definition at line 428 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetRLEIndexes().
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Definition at line 416 of file sitkLabelShapeStatisticsImageFilter.h.
Referenced by GetRoundness().