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Region Growing Filters
[
Region-Based Segmentation Filters
]
Collaboration diagram for Region Growing Filters:
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.
Classes
class
itk::ConfidenceConnectedImageFilter< TInputImage, TOutputImage >
Segment pixels with similar statistics using connectivity.
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class
itk::ConnectedThresholdImageFilter< TInputImage, TOutputImage >
Label pixels that are connected to a seed and lie within a range of values.
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class
itk::IsolatedConnectedImageFilter< TInputImage, TOutputImage >
Label pixels that are connected to one set of seeds but not another.
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class
itk::KLMDynamicBorderArray< TBorder >
Object
maintaining a reference to a list of borders associated with a region.
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class
itk::KLMRegionGrowImageFilter< TInputImage, TOutputImage >
Base class for a region growing object that performs energy-based region growing for multiband images.
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class
itk::KLMSegmentationBorder
Base class for
KLMSegmentationBorder
object.
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class
itk::KLMSegmentationRegion
Base class for
KLMSegmentationRegion
object.
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class
itk::NeighborhoodConnectedImageFilter< TInputImage, TOutputImage >
Label pixels that are connected to a seed and lie within a neighborhood.
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class
itk::RegionGrowImageFilter< TInputImage, TOutputImage >
Base class for
RegionGrowImageFilter
object.
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class
itk::SegmentationBorder
Base class for
SegmentationBorder
object.
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class
itk::SegmentationRegion
Base class for
SegmentationRegion
object.
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class
itk::VectorConfidenceConnectedImageFilter< TInputImage, TOutputImage >
Segment pixels with similar statistics using connectivity.
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Generated at Thu Nov 6 01:07:28 2008 for ITK by
1.5.1 written by
Dimitri van Heesch
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