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

Collaboration diagram for Level Set-Based Segmentation Filters:

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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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