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Medical Imaging Interaction Toolkit
2025.08.00
Medical Imaging Interaction Toolkit
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The filter extracts the edge pixels of an image as points and stores them in an UnstructuredGrid. Every pixel which grey value is between the mean +- standard deviation * (2 or 3), will be extracted as point. The DetectionMethod can be set to choose if the doubled or tripled standard deviation is used. More...
#include <mitkImageToPointCloudFilter.h>


Public Types | |
| enum | DetectionMethod { LAPLACIAN_STD_DEV2, LAPLACIAN_STD_DEV3, LAPLACIAN_STD_DEV4 } |
| The method which calculates and extracts the edge pixels/points. For the edge detection the laplacian filter is used and for extraction the standard deviation multiplied with 2, 3 or 4 (depending on selected method) is used. More... | |
| typedef itk::Image< double, 3 > | FloatImageType |
Public Types inherited from mitk::UnstructuredGridSource | |
| typedef mitk::UnstructuredGrid | OutputType |
Public Types inherited from mitk::BaseDataSource | |
| typedef BaseDataSource | Self |
| typedef itk::ProcessObject | Superclass |
| typedef itk::SmartPointer< Self > | Pointer |
| typedef itk::SmartPointer< const Self > | ConstPointer |
| typedef BaseData | OutputType |
| typedef itk::DataObject::DataObjectIdentifierType | DataObjectIdentifierType |
Public Member Functions | |
| mitkClassMacro (ImageToPointCloudFilter, ImageToUnstructuredGridFilter) | |
| virtual DetectionMethod | GetMethod () |
| virtual void | SetMethod (DetectionMethod _arg) |
Public Member Functions inherited from mitk::ImageToUnstructuredGridFilter | |
| mitkClassMacro (ImageToUnstructuredGridFilter, UnstructuredGridSource) | |
| Pointer | Clone () const |
| void | GenerateData () override |
| void | GenerateOutputInformation () override |
| const mitk::Image * | GetInput (void) const |
| mitk::Image * | GetInput (void) |
| virtual void | SetInput (const mitk::Image *image) |
| void | SetThreshold (double threshold) |
| double | GetThreshold () |
| virtual int | GetNumberOfExtractedPoints () |
Public Member Functions inherited from mitk::UnstructuredGridSource | |
| mitkClassMacro (UnstructuredGridSource, BaseDataSource) | |
| Pointer | Clone () const |
| mitkBaseDataSourceGetOutputDeclarations itk::DataObject::Pointer | MakeOutput (DataObjectPointerArraySizeType idx) override |
| itk::DataObject::Pointer | MakeOutput (const DataObjectIdentifierType &name) override |
Public Member Functions inherited from mitk::BaseDataSource | |
| virtual std::vector< std::string > | GetClassHierarchy () const |
| virtual const char * | GetClassName () const |
| OutputType * | GetOutput () |
| const OutputType * | GetOutput () const |
| OutputType * | GetOutput (DataObjectPointerArraySizeType idx) |
| const OutputType * | GetOutput (DataObjectPointerArraySizeType idx) const |
| virtual void | GraftOutput (OutputType *output) |
| Graft the specified BaseData onto this BaseDataSource's output. More... | |
| virtual void | GraftOutput (const DataObjectIdentifierType &key, OutputType *output) |
| virtual void | GraftNthOutput (unsigned int idx, OutputType *output) |
| Graft the specified base data object onto this BaseDataSource's idx'th output. More... | |
| bool | Updating () const |
| Access itk::ProcessObject::m_Updating. More... | |
Static Public Member Functions | |
| static Pointer | New () |
Static Public Member Functions inherited from mitk::ImageToUnstructuredGridFilter | |
| static Pointer | New () |
Static Public Member Functions inherited from mitk::UnstructuredGridSource | |
| static Pointer | New () |
Static Public Member Functions inherited from mitk::BaseDataSource | |
| static const char * | GetStaticNameOfClass () |
Protected Member Functions | |
| void | GenerateData () override |
| void | GenerateOutputInformation () override |
| ImageToPointCloudFilter () | |
| ~ImageToPointCloudFilter () override | |
Protected Member Functions inherited from mitk::ImageToUnstructuredGridFilter | |
| ImageToUnstructuredGridFilter () | |
| ~ImageToUnstructuredGridFilter () override | |
| template<typename TPixel , unsigned int VImageDimension> | |
| void | ExtractPoints (const itk::Image< TPixel, VImageDimension > *image) |
Protected Member Functions inherited from mitk::UnstructuredGridSource | |
| UnstructuredGridSource () | |
| ~UnstructuredGridSource () override | |
Protected Member Functions inherited from mitk::BaseDataSource | |
| BaseDataSource () | |
| ~BaseDataSource () override | |
Additional Inherited Members | |
Static Protected Member Functions inherited from mitk::BaseDataSource | |
| static Pointer | New () |
Protected Attributes inherited from mitk::ImageToUnstructuredGridFilter | |
| int | m_NumberOfExtractedPoints |
The filter extracts the edge pixels of an image as points and stores them in an UnstructuredGrid. Every pixel which grey value is between the mean +- standard deviation * (2 or 3), will be extracted as point. The DetectionMethod can be set to choose if the doubled or tripled standard deviation is used.
Definition at line 30 of file mitkImageToPointCloudFilter.h.
| typedef itk::Image<double, 3> mitk::ImageToPointCloudFilter::FloatImageType |
Definition at line 48 of file mitkImageToPointCloudFilter.h.
The method which calculates and extracts the edge pixels/points. For the edge detection the laplacian filter is used and for extraction the standard deviation multiplied with 2, 3 or 4 (depending on selected method) is used.
| Enumerator | |
|---|---|
| LAPLACIAN_STD_DEV2 | |
| LAPLACIAN_STD_DEV3 | |
| LAPLACIAN_STD_DEV4 | |
Definition at line 39 of file mitkImageToPointCloudFilter.h.
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protected |
Constructor
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overrideprotected |
Destructor
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overrideprotected |
This method is called by Update().
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overrideprotected |
Initializes the output information
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virtual |
Returns the selected DetectionMethod
| mitk::ImageToPointCloudFilter::mitkClassMacro | ( | ImageToPointCloudFilter | , |
| ImageToUnstructuredGridFilter | |||
| ) |
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static |
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virtual |
Sets the DetectionMethod for edge detection and extraction