ITK
4.2.0
Insight Segmentation and Registration Toolkit
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#include <itkHMinimaImageFilter.h>
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static Pointer | New () |
Static Public Attributes | |
static const unsigned int | InputImageDimension = TInputImage::ImageDimension |
static const unsigned int | OutputImageDimension = TOutputImage::ImageDimension |
Static Public Attributes inherited from itk::ImageToImageFilter< TInputImage, TOutputImage > | |
Static Public Attributes inherited from itk::ImageSource< TOutputImage > |
Private Member Functions | |
HMinimaImageFilter (const Self &) | |
void | operator= (const Self &) |
Private Attributes | |
bool | m_FullyConnected |
InputImagePixelType | m_Height |
unsigned long | m_NumberOfIterationsUsed |
Additional Inherited Members | |
Protected Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage > | |
typedef ImageToImageFilterDetail::ImageRegionCopier < itkGetStaticConstMacro(OutputImageDimension), itkGetStaticConstMacro(InputImageDimension) > | InputToOutputRegionCopierType |
typedef ImageToImageFilterDetail::ImageRegionCopier < itkGetStaticConstMacro(InputImageDimension), itkGetStaticConstMacro(OutputImageDimension) > | OutputToInputRegionCopierType |
Suppress local minima whose depth below the baseline is less than h.
HMinimaImageFilter suppresses local minima that are less than h intensity units below the (local) background. This has the effect of smoothing over the "low" parts of the noise in the image without smoothing over large changes in intensity (region boundaries). See the HMaximaImageFilter to suppress the local maxima whose height is less than h intensity units above the (local) background.
If original image is subtracted from the output of HMinimaImageFilter, the signicant "valleys" in the image can be identified. This is what the HConcaveImageFilter provides.
This filter uses the GrayscaleGeodesicErodeImageFilter. It provides its own input as the "mask" input to the geodesic dilation. The "marker" image for the geodesic dilation is the input image plus the height parameter h.
Geodesic morphology and the H-Minima algorithm is described in Chapter 6 of Pierre Soille's book "Morphological Image Analysis: Principles and Applications", Second Edition, Springer, 2003.
Definition at line 55 of file itkHMinimaImageFilter.h.
typedef SmartPointer< const Self > itk::HMinimaImageFilter< TInputImage, TOutputImage >::ConstPointer |
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 63 of file itkHMinimaImageFilter.h.
typedef InputImageType::ConstPointer itk::HMinimaImageFilter< TInputImage, TOutputImage >::InputImageConstPointer |
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 68 of file itkHMinimaImageFilter.h.
typedef InputImageType::PixelType itk::HMinimaImageFilter< TInputImage, TOutputImage >::InputImagePixelType |
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 70 of file itkHMinimaImageFilter.h.
typedef InputImageType::Pointer itk::HMinimaImageFilter< TInputImage, TOutputImage >::InputImagePointer |
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 67 of file itkHMinimaImageFilter.h.
typedef InputImageType::RegionType itk::HMinimaImageFilter< TInputImage, TOutputImage >::InputImageRegionType |
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 69 of file itkHMinimaImageFilter.h.
typedef TInputImage itk::HMinimaImageFilter< TInputImage, TOutputImage >::InputImageType |
Some convenient typedefs.
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 66 of file itkHMinimaImageFilter.h.
typedef OutputImageType::ConstPointer itk::HMinimaImageFilter< TInputImage, TOutputImage >::OutputImageConstPointer |
Definition at line 73 of file itkHMinimaImageFilter.h.
typedef OutputImageType::PixelType itk::HMinimaImageFilter< TInputImage, TOutputImage >::OutputImagePixelType |
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 75 of file itkHMinimaImageFilter.h.
typedef OutputImageType::Pointer itk::HMinimaImageFilter< TInputImage, TOutputImage >::OutputImagePointer |
Reimplemented from itk::ImageSource< TOutputImage >.
Definition at line 72 of file itkHMinimaImageFilter.h.
typedef OutputImageType::RegionType itk::HMinimaImageFilter< TInputImage, TOutputImage >::OutputImageRegionType |
Superclass typedefs.
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 74 of file itkHMinimaImageFilter.h.
typedef TOutputImage itk::HMinimaImageFilter< TInputImage, TOutputImage >::OutputImageType |
Some convenient typedefs.
Reimplemented from itk::ImageSource< TOutputImage >.
Definition at line 71 of file itkHMinimaImageFilter.h.
typedef SmartPointer< Self > itk::HMinimaImageFilter< TInputImage, TOutputImage >::Pointer |
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 62 of file itkHMinimaImageFilter.h.
typedef HMinimaImageFilter itk::HMinimaImageFilter< TInputImage, TOutputImage >::Self |
Standard class typedefs.
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 60 of file itkHMinimaImageFilter.h.
typedef ImageToImageFilter< TInputImage, TOutputImage > itk::HMinimaImageFilter< TInputImage, TOutputImage >::Superclass |
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 61 of file itkHMinimaImageFilter.h.
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End concept checking
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End concept checking
Definition at line 123 of file itkHMinimaImageFilter.h.
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Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.
Reimplemented from itk::Object.
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HMinimaImageFilter will produce the entire output.
Reimplemented from itk::ProcessObject.
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Set/Get whether the connected components are defined strictly by face connectivity or by face+edge+vertex connectivity. Default is FullyConnectedOff. For objects that are 1 pixel wide, use FullyConnectedOn.
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Set/Get whether the connected components are defined strictly by face connectivity or by face+edge+vertex connectivity. Default is FullyConnectedOff. For objects that are 1 pixel wide, use FullyConnectedOn.
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Single-threaded version of GenerateData. This filter delegates to GrayscaleGeodesicErodeImageFilter.
Reimplemented from itk::ImageSource< TOutputImage >.
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HMinimaImageFilter needs the entire input be available. Thus, it needs to provide an implementation of GenerateInputRequestedRegion().
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
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Set/Get whether the connected components are defined strictly by face connectivity or by face+edge+vertex connectivity. Default is FullyConnectedOff. For objects that are 1 pixel wide, use FullyConnectedOn.
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Set/Get the height that a local maximum must be above the local background (local contrast) in order to survive the processing. Local maxima below this value are replaced with an estimate of the local background.
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Runtime information support.
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
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Standard New method.
Reimplemented from itk::Object.
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PushBackInput(), PushFronInput() in the public section force the input to be the type expected by an ImageToImageFilter. However, these methods end of "hiding" the versions from the superclass (ProcessObject) whose arguments are DataObjects. Here, we re-expose the versions from ProcessObject to avoid warnings about hiding methods from the superclass.
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
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End concept checking
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
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Set/Get whether the connected components are defined strictly by face connectivity or by face+edge+vertex connectivity. Default is FullyConnectedOff. For objects that are 1 pixel wide, use FullyConnectedOn.
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Set/Get the height that a local maximum must be above the local background (local contrast) in order to survive the processing. Local maxima below this value are replaced with an estimate of the local background.
itk::HMinimaImageFilter< TInputImage, TOutputImage >::typedef | ( | Concept::EqualityComparable< InputImagePixelType > | ) |
Begin concept checking This class requires InputEqualityComparableCheck in the form of ( Concept::EqualityComparable< InputImagePixelType > )
itk::HMinimaImageFilter< TInputImage, TOutputImage >::typedef | ( | Concept::Convertible< int, InputImagePixelType > | ) |
This class requires IntConvertibleToInputCheck in the form of ( Concept::Convertible< int, InputImagePixelType > )
itk::HMinimaImageFilter< TInputImage, TOutputImage >::typedef | ( | Concept::OStreamWritable< InputImagePixelType > | ) |
This class requires InputOStreamWritableCheck in the form of ( Concept::OStreamWritable< InputImagePixelType > )
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ImageDimension constants
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 79 of file itkHMinimaImageFilter.h.
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Definition at line 145 of file itkHMinimaImageFilter.h.
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Definition at line 143 of file itkHMinimaImageFilter.h.
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Definition at line 144 of file itkHMinimaImageFilter.h.
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ImageDimension constants
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
Definition at line 81 of file itkHMinimaImageFilter.h.