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

Collaboration diagram for Level Set-Based Segmentation Filters:

Classes
class	itk::AuxVarTypeDefault< TPixel, VAuxDimension, VSetDimension >
	Level set auxiliary variables type information. 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::MultiphaseFiniteDifferenceImageFilter< TInputImage, TFeatureImage, TOutputImage, TFiniteDifferenceFunction, TIdCell >
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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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.