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Classes

Region Growing Filters
[Region-Based Segmentation Filters]

Collaboration diagram for Region Growing Filters:

Classes

class  itk::ConfidenceConnectedImageFilter< TInputImage, TOutputImage >
 Segment pixels with similar statistics using connectivity. More...
class  itk::ConnectedThresholdImageFilter< TInputImage, TOutputImage >
 Label pixels that are connected to a seed and lie within a range of values. More...
class  itk::IsolatedConnectedImageFilter< TInputImage, TOutputImage >
 Label pixels that are connected to one set of seeds but not another. More...
class  itk::KLMDynamicBorderArray< TBorder >
 Object maintaining a reference to a list of borders associated with a region. More...
class  itk::KLMRegionGrowImageFilter< TInputImage, TOutputImage >
 Base class for a region growing object that performs energy-based region growing for multiband images. More...
class  itk::KLMSegmentationBorder
 Base class for KLMSegmentationBorder object. More...
class  itk::KLMSegmentationRegion
 Base class for KLMSegmentationRegion object. More...
class  itk::NeighborhoodConnectedImageFilter< TInputImage, TOutputImage >
 Label pixels that are connected to a seed and lie within a neighborhood. More...
class  itk::RegionGrowImageFilter< TInputImage, TOutputImage >
 Base class for RegionGrowImageFilter object. More...
class  itk::SegmentationBorder
 Base class for SegmentationBorder object. More...
class  itk::SegmentationRegion
 Base class for SegmentationRegion object. More...
class  itk::VectorConfidenceConnectedImageFilter< TInputImage, TOutputImage >
 Segment pixels with similar statistics using connectivity. More...

Detailed Description

Typically region growing involves starting several small regions on an image and merging them iteratively based on some pixel intensity similarity criterion. ITK provides an intensity and edge-based region-growing algorithm for segmentation.


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