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<h1>Level Set-Based Segmentation Filters<br>
<small>
[<a class="el" href="group__ModelImageSegmentation.html">Model-Based Image Segmentation Filters</a>]</small>
</h1>
<p>
<div class="dynheader">
Collaboration diagram for Level Set-Based Segmentation Filters:</div>
<div class="dynsection">
<center><table><tr><td><img src="group__LevelSetSegmentation.png" border="0" alt="" usemap="#group____LevelSetSegmentation_map">
<map name="group____LevelSetSegmentation_map">
<area shape="rect" id="node2" href="group__ModelImageSegmentation.html" title="Model&#45;Based Image Segmentation Filters" alt="" coords="7,5,305,35"></map></td></tr></table></center>
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<table border="0" cellpadding="0" cellspacing="0">
<tr><td></td></tr>
<tr><td colspan="2"><br><h2>Classes</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1AuxVarTypeDefault.html">itk::AuxVarTypeDefault&lt; TPixel, VAuxDimension, VSetDimension &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Level set auxiliary variables type information.  <a href="classitk_1_1AuxVarTypeDefault.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1CurvesLevelSetImageFilter.html">itk::CurvesLevelSetImageFilter&lt; TInputImage, TFeatureImage, TOutputPixelType &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Segments structures in images based on user supplied edge potential map.  <a href="classitk_1_1CurvesLevelSetImageFilter.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ExtensionVelocitiesImageFilter.html">itk::ExtensionVelocitiesImageFilter&lt; TLevelSet, TAuxValue, VAuxDimension &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Extend velocities smoothly from a particular level set.  <a href="classitk_1_1ExtensionVelocitiesImageFilter.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1FastMarchingExtensionImageFilter.html">itk::FastMarchingExtensionImageFilter&lt; TLevelSet, TAuxValue, VAuxDimension, TSpeedImage &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Extend auxiliary variables smoothly using Fast Marching.  <a href="classitk_1_1FastMarchingExtensionImageFilter.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1FastMarchingImageFilter.html">itk::FastMarchingImageFilter&lt; TLevelSet, TSpeedImage &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Solve an Eikonal equation using Fast Marching.  <a href="classitk_1_1FastMarchingImageFilter.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1FiniteDifferenceImageFilter.html">itk::FiniteDifferenceImageFilter&lt; TInputImage, TOutputImage &gt;</a></td></tr>

<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1GeodesicActiveContourLevelSetImageFilter.html">itk::GeodesicActiveContourLevelSetImageFilter&lt; TInputImage, TFeatureImage, TOutputPixelType &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Segments structures in images based on a user supplied edge potential map.  <a href="classitk_1_1GeodesicActiveContourLevelSetImageFilter.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1GeodesicActiveContourShapePriorLevelSetImageFilter.html">itk::GeodesicActiveContourShapePriorLevelSetImageFilter&lt; TInputImage, TFeatureImage, TOutputPixelType &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Segments structures in an image based on a user supplied edge potential map and user supplied shape model.  <a href="classitk_1_1GeodesicActiveContourShapePriorLevelSetImageFilter.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1IsoContourDistanceImageFilter.html">itk::IsoContourDistanceImageFilter&lt; TInputImage, TOutputImage &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute an approximate distance from an interpolated isocontour to the close grid points.  <a href="classitk_1_1IsoContourDistanceImageFilter.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LevelSetNeighborhoodExtractor.html">itk::LevelSetNeighborhoodExtractor&lt; TLevelSet &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Locate pixels of a particular level set.  <a href="classitk_1_1LevelSetNeighborhoodExtractor.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LevelSetNode.html">itk::LevelSetNode&lt; TPixel, VSetDimension &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Represent a node in a level set.  <a href="classitk_1_1LevelSetNode.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LevelSetTypeDefault.html">itk::LevelSetTypeDefault&lt; TLevelSet &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Level set type information.  <a href="classitk_1_1LevelSetTypeDefault.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LevelSetVelocityNeighborhoodExtractor.html">itk::LevelSetVelocityNeighborhoodExtractor&lt; TLevelSet, TAuxValue, VAuxDimension &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Locate pixels of a particular level set.  <a href="classitk_1_1LevelSetVelocityNeighborhoodExtractor.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1NarrowBandCurvesLevelSetImageFilter.html">itk::NarrowBandCurvesLevelSetImageFilter&lt; TInputImage, TFeatureImage, TOutputPixelType &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Segments structures in images based on user supplied edge potential map.  <a href="classitk_1_1NarrowBandCurvesLevelSetImageFilter.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ReinitializeLevelSetImageFilter.html">itk::ReinitializeLevelSetImageFilter&lt; TLevelSet &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Reinitialize the level set to the signed distance function.  <a href="classitk_1_1ReinitializeLevelSetImageFilter.html#_details">More...</a><br></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ShapeDetectionLevelSetImageFilter.html">itk::ShapeDetectionLevelSetImageFilter&lt; TInputImage, TFeatureImage, TOutputPixelType &gt;</a></td></tr>

<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Segments structures in images based on a user supplied edge potential map.  <a href="classitk_1_1ShapeDetectionLevelSetImageFilter.html#_details">More...</a><br></td></tr>
</table>
<hr><a name="_details"></a><h2>Detailed Description</h2>
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. </div>
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