Level Set-Based Segmentation Filters

Collaboration diagram for Level Set-Based Segmentation Filters:

Classes
class	itk::AuxVarTypeDefault< TPixel, VAuxDimension, VSetDimension >
class	itk::CurvesLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >
class	itk::ExtensionVelocitiesImageFilter< TLevelSet, TAuxValue, VAuxDimension >
class	itk::FastMarchingExtensionImageFilter< TLevelSet, TAuxValue, VAuxDimension, TSpeedImage >
class	itk::FastMarchingExtensionImageFilterBase< TInput, TOutput, TAuxValue, VAuxDimension >
class	itk::FastMarchingImageFilter< TLevelSet, TSpeedImage >
class	itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >
class	itk::GeodesicActiveContourLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >
class	itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >
class	itk::IsoContourDistanceImageFilter< TInputImage, TOutputImage >
class	Label
class	itk::LevelSetNeighborhoodExtractor< TLevelSet >
class	itk::LevelSetNode< TPixel, VSetDimension >
class	itk::LevelSetTypeDefault< TLevelSet >
class	itk::LevelSetVelocityNeighborhoodExtractor< TLevelSet, TAuxValue, VAuxDimension >
class	itk::MultiphaseFiniteDifferenceImageFilter< TInputImage, TFeatureImage, TOutputImage, TFiniteDifferenceFunction, TIdCell >
class	itk::NarrowBandCurvesLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >
class	itk::ReinitializeLevelSetImageFilter< TLevelSet >
class	itk::ShapeDetectionLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >

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.