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<div class="navpath"><a class="el" href="namespaceitk.html">itk</a>::<a class="el" href="namespaceitk_1_1Statistics.html">Statistics</a>::<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">KdTreeBasedKmeansEstimator</a>
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<h1>itk::Statistics::KdTreeBasedKmeansEstimator< TKdTree > Class Template Reference</h1><!-- doxytag: class="itk::Statistics::KdTreeBasedKmeansEstimator" --><!-- doxytag: inherits="itk::Object" -->fast k-means algorithm implementation using k-d tree structure
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<code>#include <<a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>></code>
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Inheritance diagram for itk::Statistics::KdTreeBasedKmeansEstimator< TKdTree >:</div>
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Collaboration diagram for itk::Statistics::KdTreeBasedKmeansEstimator< TKdTree >:</div>
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<a href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator-members.html">List of all members.</a><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 </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator_1_1CandidateVector.html">CandidateVector</a></td></tr>
<tr><td colspan="2"><br><h2>Public Types</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
KdTreeNodeType::CentroidType </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#c8327419b317bff7d0a0c5b13aa4f773">CentroidType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1hash__map.html">itk::hash_map</a><br class="typebreak">
< <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#1a2cbaf674c84c40c906732beeda4d8d">InstanceIdentifier</a>, unsigned <br class="typebreak">
int > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#fac6f43a259932281dcb5f2e2772ac5c">ClusterLabelsType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1SmartPointer.html">SmartPointer</a>< const <a class="el" href="classitk_1_1LightObject.html">Self</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#b8f11df41a72a207b30b935b58b14f4b">ConstPointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef TKdTree::InstanceIdentifier </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#1a2cbaf674c84c40c906732beeda4d8d">InstanceIdentifier</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef std::vector<br class="typebreak">
< <a class="el" href="classitk_1_1Array.html">ParameterType</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef TKdTree::KdTreeNodeType </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#50adad417b5f62782025e2749c4e2146">KdTreeNodeType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef TKdTree::MeasurementType </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#f9667af819521977d457436d41b4e34e">MeasurementType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef unsigned int </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#d22f34e2e1bfcbd4f7dce3a4741e1793">MeasurementVectorSizeType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
TKdTree::MeasurementVectorType </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1Array.html">Array</a>< double > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#57b7e6d0e222d569f4df85c14c314017">ParametersType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1Array.html">Array</a>< double > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#2c46ab68b99b81b9a28f8d7f33ebdb6b">ParameterType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1SmartPointer.html">SmartPointer</a>< <a class="el" href="classitk_1_1LightObject.html">Self</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#ee0e22b89030d23c2c0cc460e838f04f">Pointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef TKdTree::SampleType </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#a0da04c8cbaa5d78fe367e2b37640e82">SampleType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">KdTreeBasedKmeansEstimator</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#7430c6dcb6cfe96656730072e7413d87">Self</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1Object.html">Object</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#26ee5f92112a5b2ae95500cfa47c3421">Superclass</a></td></tr>
<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual <a class="el" href="classitk_1_1SmartPointer.html">LightObject::Pointer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#c36c03b81115c9a089bc46cdba22e1b6">CreateAnother</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#bc251c28f17728a618d8b2a55e6e66d8">DebugOff</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#de27d01f85f71723bcbb3ec54f630b31">DebugOn</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#17444d38d6f52e9e3bdf080dfffbe803">Delete</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const double & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#c5663e238275b119eed8ac839d28d8b7">GetCentroidPositionChanges</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1hash__map.html">ClusterLabelsType</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#65d0fbc69886d0ca48ba33d3cfb22013">GetClusterLabels</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1Command.html">Command</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#031c14d32abf5310bb2d0293216fc20b">GetCommand</a> (unsigned long tag)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const int & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#f5d12ac2186c71856f79324f5a91b9e8">GetCurrentIteration</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#cf1456e40e57a23d7e7f051ca2e102cf">GetDebug</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">TKdTree * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#9f1e9bb0bc77f5372a520a4b77748d1c">GetKdTree</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const <br class="typebreak">
<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#d22f34e2e1bfcbd4f7dce3a4741e1793">MeasurementVectorSizeType</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#577d054d7b3d96a62febf06d90b1107d">GetMeasurementVectorSize</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">const <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#ab4e913cbfc535646fc7e33f5b2e897d">GetMetaDataDictionary</a> (void) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#414d257cfb90dd76c8f6e29a796531b0">GetMetaDataDictionary</a> (void)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual unsigned long </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#cab7d8d23240dacdbee33e5d1230a23e">GetMTime</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const char * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#2f7cc938ae40b630a4767c60d0520863">GetNameOfClass</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1Array.html">ParametersType</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#964c21decc48b381316102974087bad2">GetParameters</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual int </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#48b4964378e7835c61aa54c3104eee61">GetReferenceCount</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#1969769aece35c36fcf240bda3d57a30">HasObserver</a> (const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> &event) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#1bb33c340bb9a88c496cdd4359043294">InvokeEvent</a> (const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> &) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#0040fe1667da646a6e9029ea91b966dd">InvokeEvent</a> (const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> &)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#33101e349626ac58ced6682b061d8277">Modified</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print</a> (std::ostream &os, <a class="el" href="classitk_1_1Indent.html">Indent</a> indent=0) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#0cdbcf8585409596b9deabed98ce19a1">Register</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#1d681b7e17fc204ad22b84d1e924784e">RemoveAllObservers</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#d35bf2647e1d1c1dc34289d5aeb1d041">RemoveObserver</a> (unsigned long tag)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#0b7aabc3944effad59f0f048d621645d">SetDebug</a> (bool debugFlag) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#7b61a8c36e3ddda0b464c064c4e25eff">SetMetaDataDictionary</a> (const <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> &rhs)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#3b7129ce37b94a04b9ce34cb0a4c89cb">SetParameters</a> (<a class="el" href="classitk_1_1Array.html">ParametersType</a> &params)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#10988882bd8c63886182f959ce5e0b3b">SetReferenceCount</a> (int)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#63c4a492c7e032a9b71252719f205a4c">SetUseClusterLabels</a> (bool flag)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#e3377356b706c3a421dbaa3210463476">StartOptimization</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#eb964c23f5ea55c3896efdc645524e55">UnRegister</a> () const </td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">unsigned long </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#0e2fb8814089882b9c8d9174b5ca74ea">AddObserver</a> (const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> &event, <a class="el" href="classitk_1_1Command.html">Command</a> *) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">unsigned long </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#23703e82fa4a979fd512528f471606a0">AddObserver</a> (const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> &event, <a class="el" href="classitk_1_1Command.html">Command</a> *)</td></tr>
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<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const double & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#81f2d8fb339e226dfbc1a2f079f4bf40">GetCentroidPositionChangesThreshold</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#2f0e930a74065f7cbe3974a7fcb07f27">SetCentroidPositionChangesThreshold</a> (double _arg)</td></tr>
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<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const int & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#a4b8b9aa9da1ed28392d37158f2d1773">GetMaximumIteration</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#22d9206ba2d2c3b35ce5999c435ed0c7">SetMaximumIteration</a> (int _arg)</td></tr>
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<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#dcf17d1286ad96fd6474097f34389382">SetKdTree</a> (TKdTree *tree)</td></tr>
<tr><td colspan="2"><br><h2>Static Public Member Functions</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">static void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#d2017ee10bba6dc34ab9b3062ee573ca">BreakOnError</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">static <a class="el" href="classitk_1_1SmartPointer.html">Pointer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#e80da9c0f149474e82c6b7ed56b3b694">New</a> ()</td></tr>
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<tr><td class="memItemLeft" nowrap align="right" valign="top">static bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#722122bd785f53294ff40b828d5ffa4d">GetGlobalWarningDisplay</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">static void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#3a5c8091d9c41acbea2bb083f141b028">GlobalWarningDisplayOff</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">static void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#81e0ce09465f2c7e243bb5f68b850ff3">GlobalWarningDisplayOn</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">static void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#d8741136cb37a25e64c62ebf91794d4a">SetGlobalWarningDisplay</a> (bool flag)</td></tr>
<tr><td colspan="2"><br><h2>Protected Types</h2></td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef int </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#dc057b9bc15dba2d9b7b8bd4fa0f6774">InternalReferenceCountType</a></td></tr>
<tr><td colspan="2"><br><h2>Protected Member Functions</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#1e97317a40154e0b39983e0641b750b5">CopyParameters</a> (<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> &source, <a class="el" href="classitk_1_1Array.html">ParametersType</a> &target)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#854c8946c3d8b1b018c568c5d7af86a8">CopyParameters</a> (<a class="el" href="classitk_1_1Array.html">ParametersType</a> &source, <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> &target)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#4ae2a8b0390a5cd66ce980d5a2e106b1">CopyParameters</a> (<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> &source, <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> &target)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#7a89b09bbbf3b5a616be0eb9ab402122">FillClusterLabels</a> (<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#50adad417b5f62782025e2749c4e2146">KdTreeNodeType</a> *node, int closestIndex)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#85e70fbe584e0e3114d2506942efcf3d">Filter</a> (<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#50adad417b5f62782025e2749c4e2146">KdTreeNodeType</a> *node, std::vector< int > validIndexes, <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a> &lowerBound, <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a> &upperBound)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#3d97ffa9482f1a327c5ea326ead0f4d4">GetClosestCandidate</a> (<a class="el" href="classitk_1_1Array.html">ParameterType</a> &measurements, std::vector< int > &validIndexes)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#9e422dcec9995d4e66dc47edbb6201a2">GetSumOfSquaredPositionChanges</a> (<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> &previous, <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> &current)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#798ac0ab1a8cca634f083768291f76d5">IsFarther</a> (<a class="el" href="classitk_1_1Array.html">ParameterType</a> &pointA, <a class="el" href="classitk_1_1Array.html">ParameterType</a> &pointB, <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a> &lowerBound, <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a> &upperBound)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#26ef7a073b6c9b8e344da3c76723ac31">KdTreeBasedKmeansEstimator</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#86e41d394947d09fa11d2bd1aa4a0823">PrintObservers</a> (std::ostream &os, <a class="el" href="classitk_1_1Indent.html">Indent</a> indent) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#787b1fef9a1daec693b360b1eae54a8c">PrintPoint</a> (<a class="el" href="classitk_1_1Array.html">ParameterType</a> &point)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#c96cbb7646cbb88a0f91d37bb895eef4">PrintSelf</a> (std::ostream &os, <a class="el" href="classitk_1_1Indent.html">Indent</a> indent) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#17586e87059b21ab17613aef6a94a142">~KdTreeBasedKmeansEstimator</a> ()</td></tr>
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<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#f45acea203f7136a6bb7a23039d41ad3">GetPoint</a> (<a class="el" href="classitk_1_1Array.html">ParameterType</a> &point, <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a> measurements)</td></tr>
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<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#2c28e4194498d84fc4cf04f52627ebfc">PrintHeader</a> (std::ostream &os, <a class="el" href="classitk_1_1Indent.html">Indent</a> indent) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#53f01227f6e1d236af409a9f90948734">PrintTrailer</a> (std::ostream &os, <a class="el" href="classitk_1_1Indent.html">Indent</a> indent) const </td></tr>
<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1LightObject.html#dc057b9bc15dba2d9b7b8bd4fa0f6774">InternalReferenceCountType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#499dbc304e9a6b929a4f339308788456">m_ReferenceCount</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1SimpleFastMutexLock.html">SimpleFastMutexLock</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#b44ec95ff62bd5ea0315f7546ecac368">m_ReferenceCountLock</a></td></tr>
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<hr><a name="_details"></a><h2>Detailed Description</h2>
<h3>template<class TKdTree><br>
class itk::Statistics::KdTreeBasedKmeansEstimator< TKdTree ></h3>
fast k-means algorithm implementation using k-d tree structure
<p>
It returns k mean vectors that are centroids of k-clusters using pre-generated k-d tree. k-d tree generation is done by the <a class="el" href="classitk_1_1Statistics_1_1WeightedCentroidKdTreeGenerator.html" title="This class generates a KdTree object with centroid information.">WeightedCentroidKdTreeGenerator</a>. The tree construction needs to be done only once. The resulting k-d tree's non-terminal nodes that have their children nodes have vector sums of measurement vectors that belong to the nodes and the number of measurement vectors in addition to the typical node boundary information and pointers to children nodes. Instead of reassigning every measurement vector to the nearest cluster centroid and recalculating centroid, it maintain a set of cluster centroid candidates and using pruning algorithm that utilizes k-d tree, it updates the means of only relevant candidates at each iterations. It would be faster than traditional implementation of k-means algorithm. However, the k-d tree consumes a large amount of memory. The tree construction time and pruning algorithm's performance are important factors to the whole process's performance. If users want to use k-d tree for some purpose other than k-means estimation, they can use the <a class="el" href="classitk_1_1Statistics_1_1KdTreeGenerator.html" title="This class generates a KdTree object without centroid information.">KdTreeGenerator</a> instead of the <a class="el" href="classitk_1_1Statistics_1_1WeightedCentroidKdTreeGenerator.html" title="This class generates a KdTree object with centroid information.">WeightedCentroidKdTreeGenerator</a>. It will save the tree construction time and memory usage.<p>
Note: There is a second implementation of k-means algorithm in ITK under the While the Kd tree based implementation is more time efficient, the GLA/LBG based algorithm is more memory efficient.<p>
<b>Recent API changes:</b> The static const macro to get the length of a measurement vector, <code>MeasurementVectorSize</code> has been removed to allow the length of a measurement vector to be specified at run time. It is now obtained from the <a class="el" href="classitk_1_1Statistics_1_1KdTree.html" title="This class provides methods for k-nearest neighbor search and related data structures...">KdTree</a> set as input. You may query this length using the function <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#577d054d7b3d96a62febf06d90b1107d">GetMeasurementVectorSize()</a>.<p>
<dl class="see" compact><dt><b>See also:</b></dt><dd><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html" title="Base class for ImageKmeansModelEstimator object.">ImageKmeansModelEstimator</a> <p>
<a class="el" href="classitk_1_1Statistics_1_1WeightedCentroidKdTreeGenerator.html" title="This class generates a KdTree object with centroid information.">WeightedCentroidKdTreeGenerator</a>, <a class="el" href="classitk_1_1Statistics_1_1KdTree.html" title="This class provides methods for k-nearest neighbor search and related data structures...">KdTree</a> </dd></dl>
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00067">67</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
<hr><h2>Member Typedef Documentation</h2>
<a class="anchor" name="c8327419b317bff7d0a0c5b13aa4f773"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::CentroidType" ref="c8327419b317bff7d0a0c5b13aa4f773" args="" -->
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<td class="memname">typedef KdTreeNodeType::CentroidType <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#c8327419b317bff7d0a0c5b13aa4f773">CentroidType</a> </td>
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<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00089">89</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="fac6f43a259932281dcb5f2e2772ac5c"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::ClusterLabelsType" ref="fac6f43a259932281dcb5f2e2772ac5c" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1hash__map.html">itk::hash_map</a>< <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#1a2cbaf674c84c40c906732beeda4d8d">InstanceIdentifier</a>, unsigned int > <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1hash__map.html">ClusterLabelsType</a> </td>
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<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00145">145</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="b8f11df41a72a207b30b935b58b14f4b"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::ConstPointer" ref="b8f11df41a72a207b30b935b58b14f4b" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SmartPointer.html">SmartPointer</a><const <a class="el" href="classitk_1_1LightObject.html">Self</a>> <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1SmartPointer.html">ConstPointer</a> </td>
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<p>Reimplemented from <a class="el" href="classitk_1_1Object.html#0ea7fa53794902e9890e8e9d92c2761c">itk::Object</a>.</p>
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00075">75</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="1a2cbaf674c84c40c906732beeda4d8d"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::InstanceIdentifier" ref="1a2cbaf674c84c40c906732beeda4d8d" args="" -->
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<td class="memname">typedef TKdTree::InstanceIdentifier <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#1a2cbaf674c84c40c906732beeda4d8d">InstanceIdentifier</a> </td>
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<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00087">87</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="66e2773addf243fc96cd4127ce1eec46"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::InternalParametersType" ref="66e2773addf243fc96cd4127ce1eec46" args="" -->
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<td class="memname">typedef std::vector< <a class="el" href="classitk_1_1Array.html">ParameterType</a> > <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> </td>
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<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00098">98</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="dc057b9bc15dba2d9b7b8bd4fa0f6774"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::InternalReferenceCountType" ref="dc057b9bc15dba2d9b7b8bd4fa0f6774" args="" -->
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<td class="memname">typedef int <a class="el" href="classitk_1_1LightObject.html#dc057b9bc15dba2d9b7b8bd4fa0f6774">itk::LightObject::InternalReferenceCountType</a><code> [protected, inherited]</code> </td>
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Define the type of the reference count according to the target. This allows the use of atomic operations
<p>Definition at line <a class="el" href="itkLightObject_8h_source.html#l00139">139</a> of file <a class="el" href="itkLightObject_8h_source.html">itkLightObject.h</a>.</p>
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<a class="anchor" name="50adad417b5f62782025e2749c4e2146"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::KdTreeNodeType" ref="50adad417b5f62782025e2749c4e2146" args="" -->
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<td class="memname">typedef TKdTree::KdTreeNodeType <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#50adad417b5f62782025e2749c4e2146">KdTreeNodeType</a> </td>
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Types for the <a class="el" href="classitk_1_1Statistics_1_1KdTree.html" title="This class provides methods for k-nearest neighbor search and related data structures...">KdTree</a> data structure
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00081">81</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="f9667af819521977d457436d41b4e34e"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::MeasurementType" ref="f9667af819521977d457436d41b4e34e" args="" -->
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<td class="memname">typedef TKdTree::MeasurementType <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#f9667af819521977d457436d41b4e34e">MeasurementType</a> </td>
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<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00085">85</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="d22f34e2e1bfcbd4f7dce3a4741e1793"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::MeasurementVectorSizeType" ref="d22f34e2e1bfcbd4f7dce3a4741e1793" args="" -->
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<td class="memname">typedef unsigned int <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#d22f34e2e1bfcbd4f7dce3a4741e1793">MeasurementVectorSizeType</a> </td>
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Typedef for the length of a measurement vector
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00093">93</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="0263b576da173f0911391e629fbb363b"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::MeasurementVectorType" ref="0263b576da173f0911391e629fbb363b" args="" -->
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<td class="memname">typedef TKdTree::MeasurementVectorType <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a> </td>
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<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00086">86</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="57b7e6d0e222d569f4df85c14c314017"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::ParametersType" ref="57b7e6d0e222d569f4df85c14c314017" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Array.html">Array</a>< double > <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1Array.html">ParametersType</a> </td>
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<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00099">99</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="2c46ab68b99b81b9a28f8d7f33ebdb6b"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::ParameterType" ref="2c46ab68b99b81b9a28f8d7f33ebdb6b" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Array.html">Array</a>< double > <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1Array.html">ParameterType</a> </td>
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Parameters type. It defines a position in the optimization search space.
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00097">97</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="ee0e22b89030d23c2c0cc460e838f04f"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::Pointer" ref="ee0e22b89030d23c2c0cc460e838f04f" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SmartPointer.html">SmartPointer</a><<a class="el" href="classitk_1_1LightObject.html">Self</a>> <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1SmartPointer.html">Pointer</a> </td>
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<p>Reimplemented from <a class="el" href="classitk_1_1Object.html#3ccc2cce2a67bc3135ce5c264fb852ef">itk::Object</a>.</p>
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00074">74</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="a0da04c8cbaa5d78fe367e2b37640e82"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::SampleType" ref="a0da04c8cbaa5d78fe367e2b37640e82" args="" -->
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<td class="memname">typedef TKdTree::SampleType <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#a0da04c8cbaa5d78fe367e2b37640e82">SampleType</a> </td>
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<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00088">88</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="7430c6dcb6cfe96656730072e7413d87"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::Self" ref="7430c6dcb6cfe96656730072e7413d87" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">KdTreeBasedKmeansEstimator</a> <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1LightObject.html">Self</a> </td>
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Standard "Self" typedef.
<p>Reimplemented from <a class="el" href="classitk_1_1Object.html#0a1b4127fea46ee416071b8f93ffdb5f">itk::Object</a>.</p>
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00072">72</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="26ee5f92112a5b2ae95500cfa47c3421"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::Superclass" ref="26ee5f92112a5b2ae95500cfa47c3421" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Object.html">Object</a> <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1LightObject.html">Superclass</a> </td>
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<p>Reimplemented from <a class="el" href="classitk_1_1Object.html#5e8bdb619316954b6754a892805cfc1f">itk::Object</a>.</p>
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00073">73</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<hr><h2>Constructor & Destructor Documentation</h2>
<a class="anchor" name="26ef7a073b6c9b8e344da3c76723ac31"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::KdTreeBasedKmeansEstimator" ref="26ef7a073b6c9b8e344da3c76723ac31" args="()" -->
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<td class="memname"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">KdTreeBasedKmeansEstimator</a> </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [protected]</code></td>
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</div>
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<a class="anchor" name="17586e87059b21ab17613aef6a94a142"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::~KdTreeBasedKmeansEstimator" ref="17586e87059b21ab17613aef6a94a142" args="()" -->
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<td class="memname">virtual <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::~<a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">KdTreeBasedKmeansEstimator</a> </td>
<td>(</td>
<td class="paramname"> </td>
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<td><code> [inline, protected, virtual]</code></td>
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<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00155">155</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<hr><h2>Member Function Documentation</h2>
<a class="anchor" name="0e2fb8814089882b9c8d9174b5ca74ea"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::AddObserver" ref="0e2fb8814089882b9c8d9174b5ca74ea" args="(const EventObject &event, Command *) const " -->
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<td class="memname">unsigned long itk::Object::AddObserver </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> & </td>
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<td></td><td></td><td> const<code> [inherited]</code></td>
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Allow people to add/remove/invoke observers (callbacks) to any ITK object. This is an implementation of the subject/observer design pattern. An observer is added by specifying an event to respond to and an <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">itk::Command</a> to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">Command</a> becomes the responsibility of this object, so don't pass the same instance of a command to two different objects
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<a class="anchor" name="23703e82fa4a979fd512528f471606a0"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::AddObserver" ref="23703e82fa4a979fd512528f471606a0" args="(const EventObject &event, Command *)" -->
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<td class="memname">unsigned long itk::Object::AddObserver </td>
<td>(</td>
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<td></td><td></td><td><code> [inherited]</code></td>
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Allow people to add/remove/invoke observers (callbacks) to any ITK object. This is an implementation of the subject/observer design pattern. An observer is added by specifying an event to respond to and an <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">itk::Command</a> to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">Command</a> becomes the responsibility of this object, so don't pass the same instance of a command to two different objects
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<a class="anchor" name="d2017ee10bba6dc34ab9b3062ee573ca"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::BreakOnError" ref="d2017ee10bba6dc34ab9b3062ee573ca" args="()" -->
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<td class="memname">static void itk::LightObject::BreakOnError </td>
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This method is called when itkExceptionMacro executes. It allows the debugger to break on error.
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<a class="anchor" name="1e97317a40154e0b39983e0641b750b5"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::CopyParameters" ref="1e97317a40154e0b39983e0641b750b5" args="(InternalParametersType &source, ParametersType &target)" -->
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::CopyParameters </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> & </td>
<td class="paramname"> <em>source</em>, </td>
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<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Array.html">ParametersType</a> & </td>
<td class="paramname"> <em>target</em></td><td> </td>
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<td></td><td></td><td><code> [protected]</code></td>
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copies the source parameters (k-means) to the target
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<a class="anchor" name="854c8946c3d8b1b018c568c5d7af86a8"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::CopyParameters" ref="854c8946c3d8b1b018c568c5d7af86a8" args="(ParametersType &source, InternalParametersType &target)" -->
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::CopyParameters </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Array.html">ParametersType</a> & </td>
<td class="paramname"> <em>source</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> & </td>
<td class="paramname"> <em>target</em></td><td> </td>
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<td></td><td></td><td><code> [protected]</code></td>
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copies the source parameters (k-means) to the target
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<a class="anchor" name="4ae2a8b0390a5cd66ce980d5a2e106b1"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::CopyParameters" ref="4ae2a8b0390a5cd66ce980d5a2e106b1" args="(InternalParametersType &source, InternalParametersType &target)" -->
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<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> & </td>
<td class="paramname"> <em>source</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> & </td>
<td class="paramname"> <em>target</em></td><td> </td>
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<td></td><td></td><td><code> [protected]</code></td>
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<p>
copies the source parameters (k-means) to the target
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<a class="anchor" name="c36c03b81115c9a089bc46cdba22e1b6"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::CreateAnother" ref="c36c03b81115c9a089bc46cdba22e1b6" args="() const " -->
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<td class="memname">virtual <a class="el" href="classitk_1_1SmartPointer.html">LightObject::Pointer</a> itk::Object::CreateAnother </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
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<p>
Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.
<p>Reimplemented from <a class="el" href="classitk_1_1LightObject.html#ba533bbb63dd6398670049336b004555">itk::LightObject</a>.</p>
</div>
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<a class="anchor" name="bc251c28f17728a618d8b2a55e6e66d8"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::DebugOff" ref="bc251c28f17728a618d8b2a55e6e66d8" args="() const " -->
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<td class="memname">virtual void itk::Object::DebugOff </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
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<div class="memdoc">
<p>
Turn debugging output off.
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<a class="anchor" name="de27d01f85f71723bcbb3ec54f630b31"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::DebugOn" ref="de27d01f85f71723bcbb3ec54f630b31" args="() const " -->
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<td class="memname">virtual void itk::Object::DebugOn </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
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</table>
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<div class="memdoc">
<p>
Turn debugging output on.
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<a class="anchor" name="17444d38d6f52e9e3bdf080dfffbe803"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::Delete" ref="17444d38d6f52e9e3bdf080dfffbe803" args="()" -->
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<td class="memname">virtual void itk::LightObject::Delete </td>
<td>(</td>
<td class="paramname"> </td>
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<td><code> [virtual, inherited]</code></td>
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<p>
Delete an <a class="el" href="namespaceitk.html" title="Hashtable class, used to implement the hashed associative containers itk_hash_set...">itk</a> object. This method should always be used to delete an object when the new operator was used to create it. Using the C delete method will not work with reference counting.
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<a class="anchor" name="7a89b09bbbf3b5a616be0eb9ab402122"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::FillClusterLabels" ref="7a89b09bbbf3b5a616be0eb9ab402122" args="(KdTreeNodeType *node, int closestIndex)" -->
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template<class TKdTree > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::FillClusterLabels </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#50adad417b5f62782025e2749c4e2146">KdTreeNodeType</a> * </td>
<td class="paramname"> <em>node</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">int </td>
<td class="paramname"> <em>closestIndex</em></td><td> </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td><td><code> [protected]</code></td>
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<div class="memdoc">
<p>
</div>
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<a class="anchor" name="85e70fbe584e0e3114d2506942efcf3d"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::Filter" ref="85e70fbe584e0e3114d2506942efcf3d" args="(KdTreeNodeType *node, std::vector< int > validIndexes, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound)" -->
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template<class TKdTree > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::Filter </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#50adad417b5f62782025e2749c4e2146">KdTreeNodeType</a> * </td>
<td class="paramname"> <em>node</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">std::vector< int > </td>
<td class="paramname"> <em>validIndexes</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a> & </td>
<td class="paramname"> <em>lowerBound</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a> & </td>
<td class="paramname"> <em>upperBound</em></td><td> </td>
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<td></td>
<td>)</td>
<td></td><td></td><td><code> [protected]</code></td>
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<p>
recursive pruning algorithm. the "validIndexes" vector contains only the indexes of the surviving candidates for the "node"
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<a class="anchor" name="c5663e238275b119eed8ac839d28d8b7"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetCentroidPositionChanges" ref="c5663e238275b119eed8ac839d28d8b7" args="()" -->
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template<class TKdTree > </div>
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<td class="memname">virtual const double& <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetCentroidPositionChanges </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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</div>
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<a class="anchor" name="81f2d8fb339e226dfbc1a2f079f4bf40"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetCentroidPositionChangesThreshold" ref="81f2d8fb339e226dfbc1a2f079f4bf40" args="()" -->
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template<class TKdTree > </div>
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<td class="memname">virtual const double& <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetCentroidPositionChangesThreshold </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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<p>
Set/Get the termination threshold for the squared sum of changes in centroid postions after one iteration
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<a class="anchor" name="3d97ffa9482f1a327c5ea326ead0f4d4"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetClosestCandidate" ref="3d97ffa9482f1a327c5ea326ead0f4d4" args="(ParameterType &measurements, std::vector< int > &validIndexes)" -->
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<td class="memname">int <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetClosestCandidate </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Array.html">ParameterType</a> & </td>
<td class="paramname"> <em>measurements</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">std::vector< int > & </td>
<td class="paramname"> <em>validIndexes</em></td><td> </td>
</tr>
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<td></td>
<td>)</td>
<td></td><td></td><td><code> [protected]</code></td>
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get the index of the closest candidate to the "measurements" measurement vector
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<a class="anchor" name="65d0fbc69886d0ca48ba33d3cfb22013"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetClusterLabels" ref="65d0fbc69886d0ca48ba33d3cfb22013" args="()" -->
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<td class="memname"><a class="el" href="classitk_1_1hash__map.html">ClusterLabelsType</a>* <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetClusterLabels </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inline]</code></td>
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<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00150">150</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="031c14d32abf5310bb2d0293216fc20b"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetCommand" ref="031c14d32abf5310bb2d0293216fc20b" args="(unsigned long tag)" -->
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<td class="memname"><a class="el" href="classitk_1_1Command.html">Command</a>* itk::Object::GetCommand </td>
<td>(</td>
<td class="paramtype">unsigned long </td>
<td class="paramname"> <em>tag</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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<p>
Get the command associated with the given tag. NOTE: This returns a pointer to a <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">Command</a>, but it is safe to asign this to a <a class="el" href="classitk_1_1Command.html#fd9f53bfc5e3295cb80e282abe687318">Command::Pointer</a>. Since <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">Command</a> inherits from <a class="el" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes.">LightObject</a>, at this point in the code, only a pointer or a reference to the <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">Command</a> can be used.
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<a class="anchor" name="f5d12ac2186c71856f79324f5a91b9e8"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetCurrentIteration" ref="f5d12ac2186c71856f79324f5a91b9e8" args="()" -->
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<td class="memname">virtual const int& <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetCurrentIteration </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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<p>
</div>
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<a class="anchor" name="cf1456e40e57a23d7e7f051ca2e102cf"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetDebug" ref="cf1456e40e57a23d7e7f051ca2e102cf" args="() const " -->
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<td class="memname">bool itk::Object::GetDebug </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [inherited]</code></td>
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<p>
Get the value of the debug flag.
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<a class="anchor" name="722122bd785f53294ff40b828d5ffa4d"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetGlobalWarningDisplay" ref="722122bd785f53294ff40b828d5ffa4d" args="()" -->
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<td class="memname">static bool itk::Object::GetGlobalWarningDisplay </td>
<td>(</td>
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<td><code> [static, inherited]</code></td>
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This is a global flag that controls whether any debug, warning or error messages are displayed.
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<a class="anchor" name="9f1e9bb0bc77f5372a520a4b77748d1c"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetKdTree" ref="9f1e9bb0bc77f5372a520a4b77748d1c" args="()" -->
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<td class="memname">TKdTree* <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetKdTree </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inline]</code></td>
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<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00130">130</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="a4b8b9aa9da1ed28392d37158f2d1773"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetMaximumIteration" ref="a4b8b9aa9da1ed28392d37158f2d1773" args="()" -->
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<td class="memname">virtual const int& <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetMaximumIteration </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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<p>
Set/Get maximum iteration limit.
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<a class="anchor" name="577d054d7b3d96a62febf06d90b1107d"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetMeasurementVectorSize" ref="577d054d7b3d96a62febf06d90b1107d" args="()" -->
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<td class="memname">virtual const <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#d22f34e2e1bfcbd4f7dce3a4741e1793">MeasurementVectorSizeType</a>& <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetMeasurementVectorSize </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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Get the length of measurement vectors in the <a class="el" href="classitk_1_1Statistics_1_1KdTree.html" title="This class provides methods for k-nearest neighbor search and related data structures...">KdTree</a>
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<a class="anchor" name="ab4e913cbfc535646fc7e33f5b2e897d"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetMetaDataDictionary" ref="ab4e913cbfc535646fc7e33f5b2e897d" args="(void) const " -->
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<td class="memname">const <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a>& itk::Object::GetMetaDataDictionary </td>
<td>(</td>
<td class="paramtype">void </td>
<td class="paramname"> </td>
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<td> const<code> [inherited]</code></td>
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<dl class="return" compact><dt><b>Returns:</b></dt><dd><a class="el" href="classA.html">A</a> constant reference to this objects <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a>. </dd></dl>
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<a class="anchor" name="414d257cfb90dd76c8f6e29a796531b0"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetMetaDataDictionary" ref="414d257cfb90dd76c8f6e29a796531b0" args="(void)" -->
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<td class="memname"><a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a>& itk::Object::GetMetaDataDictionary </td>
<td>(</td>
<td class="paramtype">void </td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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<dl class="return" compact><dt><b>Returns:</b></dt><dd><a class="el" href="classA.html">A</a> reference to this objects <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a>. </dd></dl>
<dl class="warning" compact><dt><b>Warning:</b></dt><dd>This reference may be changed. </dd></dl>
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<a class="anchor" name="cab7d8d23240dacdbee33e5d1230a23e"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetMTime" ref="cab7d8d23240dacdbee33e5d1230a23e" args="() const " -->
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<td class="memname">virtual unsigned long itk::Object::GetMTime </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
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<p>
Return this objects modified time.
<p>Reimplemented in <a class="el" href="classitk_1_1ImageRegistrationMethod.html#0ca1055a633e9526a885c0b92085762a">itk::ImageRegistrationMethod< TFixedImage, TMovingImage ></a>, <a class="el" href="classitk_1_1ImageToSpatialObjectRegistrationMethod.html#ac299f2219dd552f38e3975e1d6c4f04">itk::ImageToSpatialObjectRegistrationMethod< TFixedImage, TMovingSpatialObject ></a>, <a class="el" href="classitk_1_1MultiResolutionImageRegistrationMethod.html#2abfcc8295ab147f201f81b87f2fe131">itk::MultiResolutionImageRegistrationMethod< TFixedImage, TMovingImage ></a>, <a class="el" href="classitk_1_1PointSetToImageRegistrationMethod.html#c7b9cf41d8cc0a9d35bf82d03671e22a">itk::PointSetToImageRegistrationMethod< TFixedPointSet, TMovingImage ></a>, <a class="el" href="classitk_1_1PointSetToPointSetRegistrationMethod.html#2865f9e84b55d26efcebb2d37966f27f">itk::PointSetToPointSetRegistrationMethod< TFixedPointSet, TMovingPointSet ></a>, <a class="el" href="classitk_1_1DeformationFieldSource.html#240df5996ed1f70b11eac0efaa9e05fa">itk::DeformationFieldSource< TOutputImage ></a>, <a class="el" href="classitk_1_1InverseDeformationFieldImageFilter.html#cb958ad76eccc6210f2a8d5f89ebbe52">itk::InverseDeformationFieldImageFilter< TInputImage, TOutputImage ></a>, <a class="el" href="classitk_1_1ResampleImageFilter.html#ad5910eef27070b8bc36e6673bbc7cbf">itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType ></a>, <a class="el" href="classitk_1_1VectorResampleImageFilter.html#e0fcbedd3cdc27806ba275128ecc0571">itk::VectorResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType ></a>, <a class="el" href="classitk_1_1BoundingBox.html#0042892683cf7fddace623902db14a31">itk::BoundingBox< TPointIdentifier, VPointDimension, TCoordRep, TPointsContainer ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, TAccessor ></a>, <a class="el" href="classitk_1_1ResampleImageFilter.html#ad5910eef27070b8bc36e6673bbc7cbf">itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType ></a>, <a class="el" href="classitk_1_1TransformToDeformationFieldSource.html#587f9be610da037f241027f2003fc271">itk::TransformToDeformationFieldSource< TOutputImage, TTransformPrecisionType ></a>, <a class="el" href="classitk_1_1ImageSpatialObject.html#59b8cb2b91110a74fa200cd0a9ae07c6">itk::ImageSpatialObject< TDimension, TPixelType ></a>, <a class="el" href="classitk_1_1MeshSpatialObject.html#02b23babf1a13a97378d8d19e0e5714f">itk::MeshSpatialObject< TMesh ></a>, <a class="el" href="classitk_1_1SceneSpatialObject.html#ec28155bc0ca5c8b386066c0b1801e70">itk::SceneSpatialObject< TSpaceDimension ></a>, <a class="el" href="classitk_1_1SpatialObject.html#30e33a9f2b83e6f47a9b2db63b538198">itk::SpatialObject< TDimension ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, PixelAccessor ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< VectorImage< TPixelType, Dimension >, Accessor::VectorImageToImagePixelAccessor< TPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::AddPixelAccessor< TImage::PixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageSpatialObject.html#59b8cb2b91110a74fa200cd0a9ae07c6">itk::ImageSpatialObject< TDimension, unsigned char ></a>, <a class="el" href="classitk_1_1SpatialObject.html#30e33a9f2b83e6f47a9b2db63b538198">itk::SpatialObject< 3 ></a>, and <a class="el" href="classitk_1_1SpatialObject.html#30e33a9f2b83e6f47a9b2db63b538198">itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension ></a>.</p>
<p>Referenced by <a class="el" href="itkSpatialObject_8h_source.html#l00230">itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >::GetObjectMTime()</a>.</p>
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<a class="anchor" name="2f7cc938ae40b630a4767c60d0520863"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetNameOfClass" ref="2f7cc938ae40b630a4767c60d0520863" args="() const " -->
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template<class TKdTree > </div>
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<td class="memname">virtual const char* <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetNameOfClass </td>
<td>(</td>
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<td> const<code> [virtual]</code></td>
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Run-time type information (and related methods).
<p>Reimplemented from <a class="el" href="classitk_1_1Object.html#fa32104b904c2f3e7ebe6653615a1074">itk::Object</a>.</p>
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<a class="anchor" name="964c21decc48b381316102974087bad2"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetParameters" ref="964c21decc48b381316102974087bad2" args="()" -->
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<td class="memname"><a class="el" href="classitk_1_1Array.html">ParametersType</a>& <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetParameters </td>
<td>(</td>
<td class="paramtype">void </td>
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Get current position of the optimization.
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00106">106</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="f45acea203f7136a6bb7a23039d41ad3"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetPoint" ref="f45acea203f7136a6bb7a23039d41ad3" args="(ParameterType &point, MeasurementVectorType measurements)" -->
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetPoint </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Array.html">ParameterType</a> & </td>
<td class="paramname"> <em>point</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a> </td>
<td class="paramname"> <em>measurements</em></td><td> </td>
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<td>)</td>
<td></td><td></td><td><code> [inline, protected]</code></td>
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imports the "measurements" measurement vector data to the "point"
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00279">279</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="48b4964378e7835c61aa54c3104eee61"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetReferenceCount" ref="48b4964378e7835c61aa54c3104eee61" args="() const " -->
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<td class="memname">virtual int itk::LightObject::GetReferenceCount </td>
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Gets the reference count on this object.
<p>Definition at line <a class="el" href="itkLightObject_8h_source.html#l00106">106</a> of file <a class="el" href="itkLightObject_8h_source.html">itkLightObject.h</a>.</p>
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<a class="anchor" name="9e422dcec9995d4e66dc47edbb6201a2"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GetSumOfSquaredPositionChanges" ref="9e422dcec9995d4e66dc47edbb6201a2" args="(InternalParametersType &previous, InternalParametersType &current)" -->
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<td class="memname">double <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::GetSumOfSquaredPositionChanges </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> & </td>
<td class="paramname"> <em>previous</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#66e2773addf243fc96cd4127ce1eec46">InternalParametersType</a> & </td>
<td class="paramname"> <em>current</em></td><td> </td>
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<td>)</td>
<td></td><td></td><td><code> [protected]</code></td>
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gets the sum of squared difference between the previous position and current postion of all centroid. This is the primary termination condition for this algorithm. If the return value is less than the value that was set by the SetCentroidPositionChangesThreshold method.
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<a class="anchor" name="3a5c8091d9c41acbea2bb083f141b028"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GlobalWarningDisplayOff" ref="3a5c8091d9c41acbea2bb083f141b028" args="()" -->
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<td class="memname">static void itk::Object::GlobalWarningDisplayOff </td>
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This is a global flag that controls whether any debug, warning or error messages are displayed.
<p>Definition at line <a class="el" href="itkObject_8h_source.html#l00100">100</a> of file <a class="el" href="itkObject_8h_source.html">itkObject.h</a>.</p>
<p>References <a class="el" href="classitk_1_1Object.html#d8741136cb37a25e64c62ebf91794d4a">itk::Object::SetGlobalWarningDisplay()</a>.</p>
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<a class="anchor" name="81e0ce09465f2c7e243bb5f68b850ff3"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::GlobalWarningDisplayOn" ref="81e0ce09465f2c7e243bb5f68b850ff3" args="()" -->
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<td class="memname">static void itk::Object::GlobalWarningDisplayOn </td>
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This is a global flag that controls whether any debug, warning or error messages are displayed.
<p>Definition at line <a class="el" href="itkObject_8h_source.html#l00098">98</a> of file <a class="el" href="itkObject_8h_source.html">itkObject.h</a>.</p>
<p>References <a class="el" href="classitk_1_1Object.html#d8741136cb37a25e64c62ebf91794d4a">itk::Object::SetGlobalWarningDisplay()</a>.</p>
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<a class="anchor" name="1969769aece35c36fcf240bda3d57a30"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::HasObserver" ref="1969769aece35c36fcf240bda3d57a30" args="(const EventObject &event) const " -->
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<td class="memname">bool itk::Object::HasObserver </td>
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<td class="paramtype">const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> & </td>
<td class="paramname"> <em>event</em> </td>
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Return true if an observer is registered for this event.
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<a class="anchor" name="1bb33c340bb9a88c496cdd4359043294"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::InvokeEvent" ref="1bb33c340bb9a88c496cdd4359043294" args="(const EventObject &) const " -->
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<td class="memname">void itk::Object::InvokeEvent </td>
<td>(</td>
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Call Execute on all the Commands observing this event id. The actions triggered by this call doesn't modify this object.
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<a class="anchor" name="0040fe1667da646a6e9029ea91b966dd"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::InvokeEvent" ref="0040fe1667da646a6e9029ea91b966dd" args="(const EventObject &)" -->
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Call Execute on all the Commands observing this event id.
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<a class="anchor" name="798ac0ab1a8cca634f083768291f76d5"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::IsFarther" ref="798ac0ab1a8cca634f083768291f76d5" args="(ParameterType &pointA, ParameterType &pointB, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound)" -->
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<td>(</td>
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<td class="paramname"> <em>pointB</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a> & </td>
<td class="paramname"> <em>lowerBound</em>, </td>
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<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html#0263b576da173f0911391e629fbb363b">MeasurementVectorType</a> & </td>
<td class="paramname"> <em>upperBound</em></td><td> </td>
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returns true if the "pointA is farther than pointB to the boundary
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<a class="anchor" name="33101e349626ac58ced6682b061d8277"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::Modified" ref="33101e349626ac58ced6682b061d8277" args="() const " -->
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<p>
Update the modification time for this object. Many filters rely on the modification time to determine if they need to recompute their data.
<p>Reimplemented in <a class="el" href="classitk_1_1NormalizeImageFilter.html#bf4bd98cebe2b7f32cafe14cf26d070e">itk::NormalizeImageFilter< TInputImage, TOutputImage ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, TAccessor ></a>, <a class="el" href="classitk_1_1MiniPipelineSeparableImageFilter.html#b0303217704dd6f93c20a1a23005c9ca">itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, TFilter ></a>, <a class="el" href="classitk_1_1GrayscaleDilateImageFilter.html#a77124317dfbc2733c00848f8d38cd24">itk::GrayscaleDilateImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1GrayscaleErodeImageFilter.html#1bdb64296f5364c634b1008ce0f4668a">itk::GrayscaleErodeImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1GrayscaleMorphologicalClosingImageFilter.html#ce18a62b5c1fd0d8713718b995895e97">itk::GrayscaleMorphologicalClosingImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1GrayscaleMorphologicalOpeningImageFilter.html#c6389ff94a8d6270f750530be365338c">itk::GrayscaleMorphologicalOpeningImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1MorphologicalGradientImageFilter.html#f46572d5a0d9a7414b51cde735463b15">itk::MorphologicalGradientImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, PixelAccessor ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< VectorImage< TPixelType, Dimension >, Accessor::VectorImageToImagePixelAccessor< TPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AddPixelAccessor< TImage::PixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, and <a class="el" href="classitk_1_1MiniPipelineSeparableImageFilter.html#b0303217704dd6f93c20a1a23005c9ca">itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, RankImageFilter< TInputImage, TInputImage, FlatStructuringElement< ::itk::GetImageDimension< TInputImage >::ImageDimension > > ></a>.</p>
<p>Referenced by <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00123">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::InsertNarrowBandNode()</a>, <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00242">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetCenter()</a>, <a class="el" href="itkHistogramAlgorithmBase_8h_source.html#l00053">itk::HistogramAlgorithmBase< TInputHistogram >::SetInputHistogram()</a>, <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00180">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetMatrix()</a>, <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00191">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::SetNarrowBand()</a>, <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00168">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::SetNarrowBandInnerRadius()</a>, <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00150">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::SetNarrowBandTotalRadius()</a>, <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00205">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetOffset()</a>, <a class="el" href="itkThresholdLabelerImageFilter_8h_source.html#l00175">itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetRealThresholds()</a>, <a class="el" href="itkCollidingFrontsImageFilter_8h_source.html#l00110">itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints1()</a>, <a class="el" href="itkCollidingFrontsImageFilter_8h_source.html#l00123">itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints2()</a>, <a class="el" href="itkNonUniformBSpline_8h_source.html#l00141">itk::NonUniformBSpline< TDimension >::SetSplineOrder()</a>, <a class="el" href="itkThresholdLabelerImageFilter_8h_source.html#l00156">itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetThresholds()</a>, <a class="el" href="itkGoodnessOfFitFunctionBase_8h_source.html#l00082">itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >::SetTotalObservedScale()</a>, and <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00264">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetTranslation()</a>.</p>
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<a class="anchor" name="e80da9c0f149474e82c6b7ed56b3b694"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::New" ref="e80da9c0f149474e82c6b7ed56b3b694" args="()" -->
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template<class TKdTree > </div>
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<td class="memname">static <a class="el" href="classitk_1_1SmartPointer.html">Pointer</a> <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::New </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [static]</code></td>
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<div class="memdoc">
<p>
Method for creation through the object factory.
<p>Reimplemented from <a class="el" href="classitk_1_1Object.html#bd47887c0b027fb8aa273251f4ee8a9a">itk::Object</a>.</p>
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<a class="anchor" name="bb0e07472c48d5a2033ac69ed519a338"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::Print" ref="bb0e07472c48d5a2033ac69ed519a338" args="(std::ostream &os, Indent indent=0) const " -->
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<td class="memname">void itk::LightObject::Print </td>
<td>(</td>
<td class="paramtype">std::ostream & </td>
<td class="paramname"> <em>os</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Indent.html">Indent</a> </td>
<td class="paramname"> <em>indent</em> = <code>0</code></td><td> </td>
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<td></td>
<td>)</td>
<td></td><td></td><td> const<code> [inherited]</code></td>
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<p>
Cause the object to print itself out.
<p>Referenced by <a class="el" href="itkWeakPointer_8h_source.html#l00116">itk::WeakPointer< ProcessObject >::Print()</a>.</p>
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<a class="anchor" name="2c28e4194498d84fc4cf04f52627ebfc"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::PrintHeader" ref="2c28e4194498d84fc4cf04f52627ebfc" args="(std::ostream &os, Indent indent) const " -->
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<td class="memname">virtual void itk::LightObject::PrintHeader </td>
<td>(</td>
<td class="paramtype">std::ostream & </td>
<td class="paramname"> <em>os</em>, </td>
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<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Indent.html">Indent</a> </td>
<td class="paramname"> <em>indent</em></td><td> </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td><td> const<code> [protected, virtual, inherited]</code></td>
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<p>
Methods invoked by <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> to print information about the object including superclasses. Typically not called by the user (use <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> instead) but used in the hierarchical print process to combine the output of several classes.
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<a class="anchor" name="86e41d394947d09fa11d2bd1aa4a0823"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::PrintObservers" ref="86e41d394947d09fa11d2bd1aa4a0823" args="(std::ostream &os, Indent indent) const " -->
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<td class="memname">bool itk::Object::PrintObservers </td>
<td>(</td>
<td class="paramtype">std::ostream & </td>
<td class="paramname"> <em>os</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Indent.html">Indent</a> </td>
<td class="paramname"> <em>indent</em></td><td> </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td><td> const<code> [protected, inherited]</code></td>
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<div class="memdoc">
<p>
</div>
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<a class="anchor" name="787b1fef9a1daec693b360b1eae54a8c"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::PrintPoint" ref="787b1fef9a1daec693b360b1eae54a8c" args="(ParameterType &point)" -->
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template<class TKdTree > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::PrintPoint </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Array.html">ParameterType</a> & </td>
<td class="paramname"> <em>point</em> </td>
<td> ) </td>
<td><code> [inline, protected]</code></td>
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</table>
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<p>
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00289">289</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="c96cbb7646cbb88a0f91d37bb895eef4"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::PrintSelf" ref="c96cbb7646cbb88a0f91d37bb895eef4" args="(std::ostream &os, Indent indent) const " -->
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template<class TKdTree > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::PrintSelf </td>
<td>(</td>
<td class="paramtype">std::ostream & </td>
<td class="paramname"> <em>os</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Indent.html">Indent</a> </td>
<td class="paramname"> <em>indent</em></td><td> </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td><td> const<code> [protected, virtual]</code></td>
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<p>
Methods invoked by <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> to print information about the object including superclasses. Typically not called by the user (use <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> instead) but used in the hierarchical print process to combine the output of several classes.
<p>Reimplemented from <a class="el" href="classitk_1_1Object.html#7dce2b541e00865f1efc131de66c8f1a">itk::Object</a>.</p>
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<a class="anchor" name="53f01227f6e1d236af409a9f90948734"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::PrintTrailer" ref="53f01227f6e1d236af409a9f90948734" args="(std::ostream &os, Indent indent) const " -->
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<td class="memname">virtual void itk::LightObject::PrintTrailer </td>
<td>(</td>
<td class="paramtype">std::ostream & </td>
<td class="paramname"> <em>os</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Indent.html">Indent</a> </td>
<td class="paramname"> <em>indent</em></td><td> </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td><td> const<code> [protected, virtual, inherited]</code></td>
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<p>
Methods invoked by <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> to print information about the object including superclasses. Typically not called by the user (use <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> instead) but used in the hierarchical print process to combine the output of several classes.
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<a class="anchor" name="0cdbcf8585409596b9deabed98ce19a1"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::Register" ref="0cdbcf8585409596b9deabed98ce19a1" args="() const " -->
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<td class="memname">virtual void itk::Object::Register </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
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Increase the reference count (mark as used by another object).
<p>Reimplemented from <a class="el" href="classitk_1_1LightObject.html#ae9bb60ec4be7ddd5f4ddbf3ee554b93">itk::LightObject</a>.</p>
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<a class="anchor" name="1d681b7e17fc204ad22b84d1e924784e"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::RemoveAllObservers" ref="1d681b7e17fc204ad22b84d1e924784e" args="()" -->
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<td class="memname">void itk::Object::RemoveAllObservers </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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Remove all observers .
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<a class="anchor" name="d35bf2647e1d1c1dc34289d5aeb1d041"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::RemoveObserver" ref="d35bf2647e1d1c1dc34289d5aeb1d041" args="(unsigned long tag)" -->
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<td class="memname">void itk::Object::RemoveObserver </td>
<td>(</td>
<td class="paramtype">unsigned long </td>
<td class="paramname"> <em>tag</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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<p>
Remove the observer with this tag value.
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<a class="anchor" name="2f0e930a74065f7cbe3974a7fcb07f27"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::SetCentroidPositionChangesThreshold" ref="2f0e930a74065f7cbe3974a7fcb07f27" args="(double _arg)" -->
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template<class TKdTree > </div>
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<td class="memname">virtual void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::SetCentroidPositionChangesThreshold </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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<p>
Set/Get the termination threshold for the squared sum of changes in centroid postions after one iteration
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<a class="anchor" name="0b7aabc3944effad59f0f048d621645d"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::SetDebug" ref="0b7aabc3944effad59f0f048d621645d" args="(bool debugFlag) const " -->
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<td class="memname">void itk::Object::SetDebug </td>
<td>(</td>
<td class="paramtype">bool </td>
<td class="paramname"> <em>debugFlag</em> </td>
<td> ) </td>
<td> const<code> [inherited]</code></td>
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Set the value of the debug flag. <a class="el" href="classA.html">A</a> non-zero value turns debugging on.
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<a class="anchor" name="d8741136cb37a25e64c62ebf91794d4a"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::SetGlobalWarningDisplay" ref="d8741136cb37a25e64c62ebf91794d4a" args="(bool flag)" -->
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<td class="memname">static void itk::Object::SetGlobalWarningDisplay </td>
<td>(</td>
<td class="paramtype">bool </td>
<td class="paramname"> <em>flag</em> </td>
<td> ) </td>
<td><code> [static, inherited]</code></td>
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<p>
This is a global flag that controls whether any debug, warning or error messages are displayed.
<p>Referenced by <a class="el" href="itkObject_8h_source.html#l00100">itk::Object::GlobalWarningDisplayOff()</a>, and <a class="el" href="itkObject_8h_source.html#l00098">itk::Object::GlobalWarningDisplayOn()</a>.</p>
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<a class="anchor" name="dcf17d1286ad96fd6474097f34389382"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::SetKdTree" ref="dcf17d1286ad96fd6474097f34389382" args="(TKdTree *tree)" -->
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template<class TKdTree > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::SetKdTree </td>
<td>(</td>
<td class="paramtype">TKdTree * </td>
<td class="paramname"> <em>tree</em> </td>
<td> ) </td>
<td><code> [inline]</code></td>
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<p>
Set/Get the pointer to the <a class="el" href="classitk_1_1Statistics_1_1KdTree.html" title="This class provides methods for k-nearest neighbor search and related data structures...">KdTree</a>
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00121">121</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
<p>References <a class="el" href="itkMeasurementVectorTraits_8h_source.html#l00050">itk::MeasurementVectorTraits::SetLength()</a>.</p>
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<a class="anchor" name="22d9206ba2d2c3b35ce5999c435ed0c7"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::SetMaximumIteration" ref="22d9206ba2d2c3b35ce5999c435ed0c7" args="(int _arg)" -->
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<td class="memname">virtual void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::SetMaximumIteration </td>
<td>(</td>
<td class="paramtype">int </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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<p>
Set/Get maximum iteration limit.
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</div><p>
<a class="anchor" name="7b61a8c36e3ddda0b464c064c4e25eff"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::SetMetaDataDictionary" ref="7b61a8c36e3ddda0b464c064c4e25eff" args="(const MetaDataDictionary &rhs)" -->
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<td class="memname">void itk::Object::SetMetaDataDictionary </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> & </td>
<td class="paramname"> <em>rhs</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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<dl class="return" compact><dt><b>Returns:</b></dt><dd>Set the <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> </dd></dl>
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<a class="anchor" name="3b7129ce37b94a04b9ce34cb0a4c89cb"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::SetParameters" ref="3b7129ce37b94a04b9ce34cb0a4c89cb" args="(ParametersType &params)" -->
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template<class TKdTree > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::SetParameters </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Array.html">ParametersType</a> & </td>
<td class="paramname"> <em>params</em> </td>
<td> ) </td>
<td><code> [inline]</code></td>
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<p>
Set the position to initialize the optimization.
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00102">102</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="10988882bd8c63886182f959ce5e0b3b"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::SetReferenceCount" ref="10988882bd8c63886182f959ce5e0b3b" args="(int)" -->
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<td class="memname">virtual void itk::Object::SetReferenceCount </td>
<td>(</td>
<td class="paramtype">int </td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
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<p>
Sets the reference count (use with care)
<p>Reimplemented from <a class="el" href="classitk_1_1LightObject.html#c065f10e03fbe34c9861830d23c107f1">itk::LightObject</a>.</p>
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<a class="anchor" name="63c4a492c7e032a9b71252719f205a4c"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::SetUseClusterLabels" ref="63c4a492c7e032a9b71252719f205a4c" args="(bool flag)" -->
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template<class TKdTree > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::SetUseClusterLabels </td>
<td>(</td>
<td class="paramtype">bool </td>
<td class="paramname"> <em>flag</em> </td>
<td> ) </td>
<td><code> [inline]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
<p>Definition at line <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html#l00147">147</a> of file <a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a>.</p>
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<a class="anchor" name="e3377356b706c3a421dbaa3210463476"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::StartOptimization" ref="e3377356b706c3a421dbaa3210463476" args="()" -->
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template<class TKdTree > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1KdTreeBasedKmeansEstimator.html">itk::Statistics::KdTreeBasedKmeansEstimator</a>< TKdTree >::StartOptimization </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td></td>
</tr>
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<p>
Start optimization Optimization will stop when it meets either of two termination conditions, the maximum iteration limit or epsilon (minimal changes in squared sum of changes in centroid positions)
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<a class="anchor" name="eb964c23f5ea55c3896efdc645524e55"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::UnRegister" ref="eb964c23f5ea55c3896efdc645524e55" args="() const " -->
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<td class="memname">virtual void itk::Object::UnRegister </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
</tr>
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<p>
Decrease the reference count (release by another object).
<p>Reimplemented from <a class="el" href="classitk_1_1LightObject.html#685281de558804ff66fab3ab50744b78">itk::LightObject</a>.</p>
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</div><p>
<hr><h2>Member Data Documentation</h2>
<a class="anchor" name="499dbc304e9a6b929a4f339308788456"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::m_ReferenceCount" ref="499dbc304e9a6b929a4f339308788456" args="" -->
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<td class="memname"><a class="el" href="classitk_1_1LightObject.html#dc057b9bc15dba2d9b7b8bd4fa0f6774">InternalReferenceCountType</a> <a class="el" href="classitk_1_1LightObject.html#499dbc304e9a6b929a4f339308788456">itk::LightObject::m_ReferenceCount</a><code> [mutable, protected, inherited]</code> </td>
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</table>
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<p>
Number of uses of this object by other objects.
<p>Definition at line <a class="el" href="itkLightObject_8h_source.html#l00144">144</a> of file <a class="el" href="itkLightObject_8h_source.html">itkLightObject.h</a>.</p>
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<a class="anchor" name="b44ec95ff62bd5ea0315f7546ecac368"></a><!-- doxytag: member="itk::Statistics::KdTreeBasedKmeansEstimator::m_ReferenceCountLock" ref="b44ec95ff62bd5ea0315f7546ecac368" args="" -->
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<td class="memname"><a class="el" href="classitk_1_1SimpleFastMutexLock.html">SimpleFastMutexLock</a> <a class="el" href="classitk_1_1LightObject.html#b44ec95ff62bd5ea0315f7546ecac368">itk::LightObject::m_ReferenceCountLock</a><code> [mutable, protected, inherited]</code> </td>
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<p>
Mutex lock to protect modification to the reference count
<p>Definition at line <a class="el" href="itkLightObject_8h_source.html#l00147">147</a> of file <a class="el" href="itkLightObject_8h_source.html">itkLightObject.h</a>.</p>
</div>
</div><p>
<hr>The documentation for this class was generated from the following file:<ul>
<li><a class="el" href="itkKdTreeBasedKmeansEstimator_8h_source.html">itkKdTreeBasedKmeansEstimator.h</a></ul>
</div>
<hr><address><small>
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src="http://www.stack.nl/~dimitri/doxygen/doxygen.png" alt="doxygen"
align="middle" border=0 width=110 height=53>
</a> 1.5.9 written by <a href="mailto:dimitri@stack.nl">Dimitri van Heesch</a>,
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