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Level Set-Based Segmentation Filters
[Model-Based Image Segmentation Filters]

Collaboration diagram for Level Set-Based Segmentation Filters:


Detailed Description

These algorithms represent models implicitly using level-sets and update the models based on image features. Examples of these types of segmentation methods in ITK include: curvature flow-based filters, fast marching filters, and shape-detection filters.


Classes

class  itk::AuxVarTypeDefault< TPixel, VAuxDimension, VSetDimension >
 Level set auxiliary variables type information.AuxVarTypeDefault is a simple class that holds type information for auxiliary variables in some level set algorithms. This class is templated over the auxiliary variable data type, the number of auxiliary variables and the level set dimension. More...
class  itk::CurvesLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >
 Segments structures in images based on user supplied edge potential map. More...
class  itk::ExtensionVelocitiesImageFilter< TLevelSet, TAuxValue, VAuxDimension >
 Extend velocities smoothly from a particular level set. More...
class  itk::FastMarchingExtensionImageFilter< TLevelSet, TAuxValue, VAuxDimension, TSpeedImage >
 Extend auxiliary variables smoothly using Fast Marching. More...
class  itk::FastMarchingImageFilter< TLevelSet, TSpeedImage >
 Solve an Eikonal equation using Fast Marching. More...
class  itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >
class  itk::GeodesicActiveContourLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >
 Segments structures in images based on a user supplied edge potential map. More...
class  itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >
 Segments structures in an image based on a user supplied edge potential map and user supplied shape model. More...
class  itk::IsoContourDistanceImageFilter< TInputImage, TOutputImage >
 Compute an approximate distance from an interpolated isocontour to the close grid points. More...
class  itk::LevelSetNeighborhoodExtractor< TLevelSet >
 Locate pixels of a particular level set. More...
class  itk::LevelSetNode< TPixel, VSetDimension >
 Represent a node in a level set. More...
class  itk::LevelSetTypeDefault< TLevelSet >
 Level set type information. More...
class  itk::LevelSetVelocityNeighborhoodExtractor< TLevelSet, TAuxValue, VAuxDimension >
 Locate pixels of a particular level set. More...
class  itk::NarrowBandCurvesLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >
 Segments structures in images based on user supplied edge potential map. More...
class  itk::ReinitializeLevelSetImageFilter< TLevelSet >
 Reinitialize the level set to the signed distance function. More...
class  itk::ShapeDetectionLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >
 Segments structures in images based on a user supplied edge potential map. More...


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