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<title>ITK: itk::ImageKmeansModelEstimator< TInputImage, TMembershipFunction > Class Template Reference</title>
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<div class="navpath"><a class="el" href="namespaceitk.html">itk</a>::<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">ImageKmeansModelEstimator</a>
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<h1>itk::ImageKmeansModelEstimator< TInputImage, TMembershipFunction > Class Template Reference<br>
<small>
[<a class="el" href="group__ClassificationFilters.html">Pixel Classification Filters</a>]</small>
</h1><!-- doxytag: class="itk::ImageKmeansModelEstimator" --><!-- doxytag: inherits="ImageModelEstimatorBase< TInputImage, TMembershipFunction >" -->Base class for <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html" title="Base class for ImageKmeansModelEstimator object.">ImageKmeansModelEstimator</a> object.
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<p>
<code>#include <<a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>></code>
<p>
<div class="dynheader">
Inheritance diagram for itk::ImageKmeansModelEstimator< TInputImage, TMembershipFunction >:</div>
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<p><center><img src="classitk_1_1ImageKmeansModelEstimator__inherit__graph.png" border="0" usemap="#itk_1_1ImageKmeansModelEstimator_3_01TInputImage_00_01TMembershipFunction_01_4__inherit__map" alt="Inheritance graph"></center>
<map name="itk_1_1ImageKmeansModelEstimator_3_01TInputImage_00_01TMembershipFunction_01_4__inherit__map">
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<center><font size="2">[<a href="graph_legend.html">legend</a>]</font></center></div>
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Collaboration diagram for itk::ImageKmeansModelEstimator< TInputImage, TMembershipFunction >:</div>
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<p><center><img src="classitk_1_1ImageKmeansModelEstimator__coll__graph.png" border="0" usemap="#itk_1_1ImageKmeansModelEstimator_3_01TInputImage_00_01TMembershipFunction_01_4__coll__map" alt="Collaboration graph"></center>
<map name="itk_1_1ImageKmeansModelEstimator_3_01TInputImage_00_01TMembershipFunction_01_4__coll__map">
<area shape="rect" id="node2" href="classitk_1_1ImageModelEstimatorBase.html" title="itk::ImageModelEstimatorBase\< TInputImage, TMembershipFunction \>" alt="" coords="256,373,757,403"><area shape="rect" id="node4" href="classitk_1_1LightProcessObject.html" title="LightProcessObject is the base class for all process objects (source, filters, mappers)..." alt="" coords="291,277,472,307"><area shape="rect" id="node6" href="classitk_1_1Object.html" title="Base class for most itk classes." alt="" coords="333,197,429,227"><area shape="rect" id="node8" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes." alt="" coords="73,101,201,131"><area shape="rect" id="node10" href="classitk_1_1SimpleFastMutexLock.html" title="Critical section locking class that can be allocated on the stack." alt="" coords="5,5,200,35"><area shape="rect" id="node12" href="classitk_1_1MetaDataDictionary.html" title="itk::MetaDataDictionary" alt="" coords="293,101,480,131"><area shape="rect" id="node14" href="classitk_1_1MetaDataDictionary_1_1MetaDataDictionaryMapType.html" title="itk::MetaDataDictionary::MetaDataDictionaryMapType" alt="" coords="224,5,619,35"><area shape="rect" id="node16" href="classitk_1_1TimeStamp.html" title="Generate a unique, increasing time value." alt="" coords="508,101,633,131"><area shape="rect" id="node18" href="classTInputImage.html" title="TInputImage" alt="" coords="496,277,603,307"></map>
<center><font size="2">[<a href="graph_legend.html">legend</a>]</font></center></div>
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<a href="classitk_1_1ImageKmeansModelEstimator-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
<tr><td></td></tr>
<tr><td colspan="2"><br><h2>Public Types</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classvnl__matrix.html">vnl_matrix</a>< double > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#260f5c00673db42ebaae8773e554768c">CodebookMatrixOfDoubleType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classvnl__matrix.html">vnl_matrix</a>< int > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#badb3e38ab45e5dff146640aff47ccd1">CodebookMatrixOfIntegerType</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_1ImageKmeansModelEstimator.html">Self</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#6381dad49d22f95e3fe7f63948821163">ConstPointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1ImageRegionConstIterator.html">ImageRegionConstIterator</a><br class="typebreak">
< TInputImage > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#3ca713939e91bbc6eb26648714edbffa">InputImageConstIterator</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="itkFEMMacro_8h.html#68fafcc6909430ccd70cbc4aeee0107c">TInputImage::ConstPointer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#6803aa65969096bcb26e8c016683ea4c">InputImageConstPointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1ImageRegionIterator.html">ImageRegionIterator</a><br class="typebreak">
< TInputImage > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#9700b1d0da9f43426b74467d0384d3f7">InputImageIterator</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef TInputImage::PixelType </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#1ce52b4c0c44ac1c4a309eadd1df6301">InputImagePixelType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="itkFEMMacro_8h.html#539cce1a3282ba59952dedcbf9cdb23f">TInputImage::Pointer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#4d4caa28feacff9727f8735e1e336415">InputImagePointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef TInputImage </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#aed8380a159b75d128cd7d4c38caac88">InputImageType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
TInputImage::PixelType::VectorType </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#50496e5a059195527d66dbbfcaeb6e17">InputImageVectorType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="itkFEMMacro_8h.html#539cce1a3282ba59952dedcbf9cdb23f">TMembershipFunction::Pointer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#2567b61f71201be29c84efc2e99e9920">MembershipFunctionPointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef std::vector<br class="typebreak">
< <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#2567b61f71201be29c84efc2e99e9920">MembershipFunctionPointer</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageModelEstimatorBase.html#e6f6afeb50712d56afcb6b314b15837f">MembershipFunctionPointerVector</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_1ImageKmeansModelEstimator.html">Self</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#087c13b932860053eb794d6b8b40ffcd">Pointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">ImageKmeansModelEstimator</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#7cdd3523eadc53c4a726e8e17a2b43c6">Self</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1ImageModelEstimatorBase.html">ImageModelEstimatorBase</a><br class="typebreak">
< TInputImage, <br class="typebreak">
TMembershipFunction > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#63be602ba244dd99e15b043d0b844adf">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 void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightProcessObject.html#6df9fab61f133bc98e8473cacde48d25">AbortGenerateDataOff</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_1LightProcessObject.html#ac2167ff78c77b3e4eff5e028d115255">AbortGenerateDataOn</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">unsigned int </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageModelEstimatorBase.html#99d842e5916cdb523753dab0cdc6d9d3">AddMembershipFunction</a> (<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#2567b61f71201be29c84efc2e99e9920">MembershipFunctionPointer</a> function)</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">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageModelEstimatorBase.html#557f949b8fe24e002848e6ffc2ca653a">DeleteAllMembershipFunctions</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const bool & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightProcessObject.html#6eaa2d51fa07ccdcbb2e32ded427ae6c">GetAbortGenerateData</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual <a class="el" href="classvnl__matrix.html">CodebookMatrixOfDoubleType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#62b8c2e75826a0091962d07940751066">GetCodebook</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">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">virtual <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#aed8380a159b75d128cd7d4c38caac88">InputImageType</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageModelEstimatorBase.html#4f1e28b436a07d0b676455935281c692">GetInputImage</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classvnl__matrix.html">CodebookMatrixOfDoubleType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#d5dee27b9b0757c54e3ceba0302121c8">GetKmeansResults</a> (void)</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_1ImageKmeansModelEstimator.html#a82973c508aa8d499d82c95173963048">GetMaxSplitAttempts</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">const <br class="typebreak">
<a class="el" href="classitk_1_1ImageModelEstimatorBase.html#e6f6afeb50712d56afcb6b314b15837f">MembershipFunctionPointerVector</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageModelEstimatorBase.html#bb39aef0967b3914c0c7fa4c6fe54ec4">GetMembershipFunctions</a> () const</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_1ImageKmeansModelEstimator.html#40ea73cb6d0ff64ee329c061e1779e03">GetNameOfClass</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">unsigned int </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageModelEstimatorBase.html#ddb815dc3cb2ec8b23b7ef792ae02070">GetNumberOfMembershipFunctions</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const unsigned int & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageModelEstimatorBase.html#abc7dc16d2b608d949590fe755413bc2">GetNumberOfModels</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#3554424a748ee6d429d1e44e1e134d37">GetOffsetAdd</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#3d65a5122273a0bcda2ab2d94eb956b1">GetOffsetMultiply</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classvnl__matrix.html">CodebookMatrixOfDoubleType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#f5101e5b7144589f5ff91f655ebc2f3d">GetOutCodebook</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">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#6ab7873cba5b3a6459596d2da100517e">GetThreshold</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#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">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightProcessObject.html#08ff2e7e7b99667a35b50cf58c837c1e">SetAbortGenerateData</a> (bool _arg)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#c3159623a3edbc097c4424bd6969a5c4">SetCodebook</a> (<a class="el" href="classvnl__matrix.html">CodebookMatrixOfDoubleType</a> InCodebook)</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">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageModelEstimatorBase.html#0fa6f2e44676334bcdf4f79c810f86da">SetInputImage</a> (<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#aed8380a159b75d128cd7d4c38caac88">InputImageType</a> *_arg)</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_1ImageKmeansModelEstimator.html#394be614d053ff39f62d0ff8fcf2a339">SetMaxSplitAttempts</a> (int _arg)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageModelEstimatorBase.html#c63ef1b315310d6e44da53a3daaa0c49">SetMembershipFunctions</a> (<a class="el" href="classitk_1_1ImageModelEstimatorBase.html#e6f6afeb50712d56afcb6b314b15837f">MembershipFunctionPointerVector</a> membershipFunctions)</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">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageModelEstimatorBase.html#33ef28923bd91ab6d42c50e344279c1d">SetNumberOfModels</a> (unsigned int _arg)</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_1ImageKmeansModelEstimator.html#5f576fc51e5449202ea1b8a055844af0">SetOffsetAdd</a> (double _arg)</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_1ImageKmeansModelEstimator.html#f4cad9a8f23649f960b9c68938ee5981">SetOffsetMultiply</a> (double _arg)</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">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#263c635f0e2f13b1ea2d67a7db0f5af9">SetThreshold</a> (double _arg)</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 class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageModelEstimatorBase.html#bb25bc7895cc1b86b9a07d93a7c46ca0">Update</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_1LightProcessObject.html#f4bfef7416e9443223d9cfac63412eac">UpdateOutputData</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_1LightProcessObject.html#d8203286e0ded0fd78fc8db8c4066580">UpdateProgress</a> (float amount)</td></tr>
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<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 float & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightProcessObject.html#a287bcc86a91461de4e03120e65aee02">GetProgress</a> ()</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_1LightProcessObject.html#096294f659bbf5aba736cfc9d1cceaa0">SetProgress</a> (float _arg)</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_1ImageKmeansModelEstimator.html#da0e061c7fbec04e7c23f4ff36996f69">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>
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<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_1ImageKmeansModelEstimator.html#d0bf5db9ebcb17b63611da9539a090c6">Allocate</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_1ImageKmeansModelEstimator.html#85be70687e4489afdd647b1c5e898bcc">GenerateData</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#bb7a612328a6a69f6a7bde0756fe524a">ImageKmeansModelEstimator</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">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#1161cd8739909b869110b9be3b6cc722">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"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#93be1b6569c97cb09cd57b4005f57047">~ImageKmeansModelEstimator</a> ()</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>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#f894f00bedd39f687ea47501ad53534e">PrintKmeansAlgorithmResults</a> ()</td></tr>
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<hr><a name="_details"></a><h2>Detailed Description</h2>
<h3>template<class TInputImage, class TMembershipFunction><br>
class itk::ImageKmeansModelEstimator< TInputImage, TMembershipFunction ></h3>
Base class for <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html" title="Base class for ImageKmeansModelEstimator object.">ImageKmeansModelEstimator</a> object.
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itkImageKmeansModelEstimator generated the kmeans model (cluster centers). This object performs clustering of data sets into different clusters either using user provided seed points as initial guess or generating the clusters using a recursive approach when the user provides the number of desired clusters. Each cluster is represented by its cluster center. The two algorithms used are the generalized Lloyd algorithm (GLA) and the Linde-Buzo-Gray algorithms. The cluster centers are also referred to as codewords and a table of cluster centers is is referred as a codebook.<p>
As required by the GLA algorithm, the initial seed cluster should contain approximate centers of clusters. The GLA algorithm genrates an updated cluster centers that result in a lower distortion than the input seed cluster when the input vectors are mapped/classified/labelled using the given codebooks.<p>
If no codebook is provided, the Linde-Buzo-Gray algorithm is used. This algorithm uses the GLA algorithm at its core to generate the centroids of the input vectors (data). However, since there is no initial codebook, LBG first creates a one word codebook (or centroid of one cluster comprising of all the input training vectors). The LBG uses codeword/or centroid splitting to create increasing number of clusters. Each new set of clusters are optimized using the GLA algorithm. The number of clusters increases as $2^{n}$ n= 0, 1, ... The codebook is expected to be in the form of a vnl matrix, where there are N rows. each row representing the cluster mean of a given cluster. The number of columns in a the codebook should be equal to the input image vector dimension.<p>
The threshold parameter controls the ``optimality'' of the returned codebook where optimality is related to the least possible mean-squared error distortion that can be found by the algorithm. For larger thresholds, the result will be less optimal. For smaller thresholds, the result will be more optimal. If a more optimal result is desired, then the algorithm will take longer to complete. <a class="el" href="classA.html">A</a> reasonable threshold value is 0.01.<p>
If, during the operation of the algorithm, there are any unused clusters or cells, the m_OffsetAdd and m_OffsetMultiply parameters is used to split the cells with the highest distortion. This functions will attempt to fill empty cells up to 10 times (unless the overall distortion is zero). Using 0.01 is a reasonable default values for the m_OffsetAdd and m_OffsetMultiply parameters.<p>
If the GLA is unable to resolve the data into the desired number of clusters or cells, only the codewords which were used will be returned.<p>
In terms of clustering, codewords are cluster centers, and a codebook is a table containing all cluster centers. The GLA produces results that are equivalent to the K-means clustering algorithm.<p>
For more information about the algorithms, see <a class="el" href="classA.html">A</a>. Gersho and R. M. Gray, {<em><a class="el" href="classitk_1_1Vector.html" title="A templated class holding a n-Dimensional vector.">Vector</a></em> Quantization and Signal Compression}, Kluwer Academic Publishers, Boston, MA, 1992.<p>
This object supports data handling of multiband images. The object accepts the input image in vector format only, where each pixel is a vector and each element of the vector corresponds to an entry from 1 particular band of a multiband dataset. <a class="el" href="classA.html">A</a> single band image is treated as a vector image with a single element for every vector.<p>
This function is templated over the type of input image. In addition, a second parameter for the MembershipFunction needs to be specified. In this case a Membership function that store cluster centroids models needs to be specified.<p>
The <a class="el" href="classitk_1_1ImageModelEstimatorBase.html#bb25bc7895cc1b86b9a07d93a7c46ca0">Update()</a> function enables the calculation of the various models, creates the membership function objects and populates them.<p>
Note: There is a second implementation of k-means algorithm in ITK under the itk::statistics namespace. While this algorithm (GLA/LBG based algorithm) is memory efficient, the other algorithm is time efficient.<p>
<dl class="see" compact><dt><b>See also:</b></dt><dd>KdTreeBasedKmeansEstimator, WeightedCentroidKdTreeGenerator, KdTree <p>
<a class="el" href="classitk_1_1ScalarImageKmeansImageFilter.html" title="Classifies the intensity values of a scalar image using the K-Means algorithm.">ScalarImageKmeansImageFilter</a> </dd></dl>
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00127">127</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
<hr><h2>Member Typedef Documentation</h2>
<a class="anchor" name="260f5c00673db42ebaae8773e554768c"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::CodebookMatrixOfDoubleType" ref="260f5c00673db42ebaae8773e554768c" args="" -->
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<td class="memname">typedef <a class="el" href="classvnl__matrix.html">vnl_matrix</a><double> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classvnl__matrix.html">CodebookMatrixOfDoubleType</a> </td>
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Type definition for a double matrix.
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00166">166</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<td class="memname">typedef <a class="el" href="classvnl__matrix.html">vnl_matrix</a><int> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classvnl__matrix.html">CodebookMatrixOfIntegerType</a> </td>
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Type definition for an integer vector.
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00169">169</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="6381dad49d22f95e3fe7f63948821163"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::ConstPointer" ref="6381dad49d22f95e3fe7f63948821163" 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_1ImageKmeansModelEstimator.html">Self</a>> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1SmartPointer.html">ConstPointer</a> </td>
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<p>Reimplemented from <a class="el" href="classitk_1_1ImageModelEstimatorBase.html#f3944cd4ef586b481d0c6f126004c9fb">itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction ></a>.</p>
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00137">137</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="3ca713939e91bbc6eb26648714edbffa"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::InputImageConstIterator" ref="3ca713939e91bbc6eb26648714edbffa" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1ImageRegionConstIterator.html">ImageRegionConstIterator</a><TInputImage> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1ImageRegionConstIterator.html">InputImageConstIterator</a> </td>
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<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00160">160</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="6803aa65969096bcb26e8c016683ea4c"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::InputImageConstPointer" ref="6803aa65969096bcb26e8c016683ea4c" args="" -->
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<td class="memname">typedef <a class="el" href="itkFEMMacro_8h.html#68fafcc6909430ccd70cbc4aeee0107c">TInputImage::ConstPointer</a> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#6803aa65969096bcb26e8c016683ea4c">InputImageConstPointer</a> </td>
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<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00148">148</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="9700b1d0da9f43426b74467d0384d3f7"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::InputImageIterator" ref="9700b1d0da9f43426b74467d0384d3f7" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1ImageRegionIterator.html">ImageRegionIterator</a><TInputImage> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1ImageRegionIterator.html">InputImageIterator</a> </td>
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Type definition for the input image iterator type.
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00158">158</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="1ce52b4c0c44ac1c4a309eadd1df6301"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::InputImagePixelType" ref="1ce52b4c0c44ac1c4a309eadd1df6301" args="" -->
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<td class="memname">typedef TInputImage::PixelType <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#1ce52b4c0c44ac1c4a309eadd1df6301">InputImagePixelType</a> </td>
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Type definition for the input image pixel type.
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00155">155</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="4d4caa28feacff9727f8735e1e336415"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::InputImagePointer" ref="4d4caa28feacff9727f8735e1e336415" args="" -->
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<td class="memname">typedef <a class="el" href="itkFEMMacro_8h.html#539cce1a3282ba59952dedcbf9cdb23f">TInputImage::Pointer</a> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#4d4caa28feacff9727f8735e1e336415">InputImagePointer</a> </td>
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<p>Reimplemented from <a class="el" href="classitk_1_1ImageModelEstimatorBase.html#93f90d2394a521578ff4ec5b9d1c9c49">itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction ></a>.</p>
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00147">147</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="aed8380a159b75d128cd7d4c38caac88"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::InputImageType" ref="aed8380a159b75d128cd7d4c38caac88" args="" -->
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<td class="memname">typedef TInputImage <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#aed8380a159b75d128cd7d4c38caac88">InputImageType</a> </td>
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Type definition for the input image.
<p>Reimplemented from <a class="el" href="classitk_1_1ImageModelEstimatorBase.html#f6bc709c6f67cdb6932f27cf0cc0a500">itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction ></a>.</p>
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00143">143</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="50496e5a059195527d66dbbfcaeb6e17"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::InputImageVectorType" ref="50496e5a059195527d66dbbfcaeb6e17" args="" -->
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<td class="memname">typedef TInputImage::PixelType::VectorType <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#50496e5a059195527d66dbbfcaeb6e17">InputImageVectorType</a> </td>
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Type definition for the vector associated with input image pixel type.
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00152">152</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="dc057b9bc15dba2d9b7b8bd4fa0f6774"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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="2567b61f71201be29c84efc2e99e9920"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::MembershipFunctionPointer" ref="2567b61f71201be29c84efc2e99e9920" args="" -->
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<td class="memname">typedef <a class="el" href="itkFEMMacro_8h.html#539cce1a3282ba59952dedcbf9cdb23f">TMembershipFunction::Pointer</a> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#2567b61f71201be29c84efc2e99e9920">MembershipFunctionPointer</a> </td>
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<p>
Type definitions for the membership function .
<p>Reimplemented from <a class="el" href="classitk_1_1ImageModelEstimatorBase.html#10cc414e392ad54e76bffd318353fec7">itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction ></a>.</p>
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00163">163</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="e6f6afeb50712d56afcb6b314b15837f"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::MembershipFunctionPointerVector" ref="e6f6afeb50712d56afcb6b314b15837f" args="" -->
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<td class="memname">typedef std::vector< <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#2567b61f71201be29c84efc2e99e9920">MembershipFunctionPointer</a> > <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">itk::ImageModelEstimatorBase</a>< TInputImage , TMembershipFunction >::<a class="el" href="classitk_1_1ImageModelEstimatorBase.html#e6f6afeb50712d56afcb6b314b15837f">MembershipFunctionPointerVector</a><code> [inherited]</code> </td>
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<p>Definition at line <a class="el" href="itkImageModelEstimatorBase_8h_source.html#l00087">87</a> of file <a class="el" href="itkImageModelEstimatorBase_8h_source.html">itkImageModelEstimatorBase.h</a>.</p>
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<a class="anchor" name="087c13b932860053eb794d6b8b40ffcd"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::Pointer" ref="087c13b932860053eb794d6b8b40ffcd" 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_1ImageKmeansModelEstimator.html">Self</a>> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1SmartPointer.html">Pointer</a> </td>
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<p>Reimplemented from <a class="el" href="classitk_1_1ImageModelEstimatorBase.html#973f298c90128391aa892d18b0be7c06">itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction ></a>.</p>
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00136">136</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="7cdd3523eadc53c4a726e8e17a2b43c6"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::Self" ref="7cdd3523eadc53c4a726e8e17a2b43c6" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">ImageKmeansModelEstimator</a> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">Self</a> </td>
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Standard class typedefs.
<p>Reimplemented from <a class="el" href="classitk_1_1ImageModelEstimatorBase.html#e2a9c9fb6e029f0e6da9acd5e970632d">itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction ></a>.</p>
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00132">132</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="63be602ba244dd99e15b043d0b844adf"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::Superclass" ref="63be602ba244dd99e15b043d0b844adf" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">ImageModelEstimatorBase</a><TInputImage, TMembershipFunction> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1ImageModelEstimatorBase.html">Superclass</a> </td>
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<p>Reimplemented from <a class="el" href="classitk_1_1ImageModelEstimatorBase.html#f9a4f592d434abf395813273f4358d76">itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction ></a>.</p>
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00134">134</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<hr><h2>Constructor & Destructor Documentation</h2>
<a class="anchor" name="bb7a612328a6a69f6a7bde0756fe524a"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::ImageKmeansModelEstimator" ref="bb7a612328a6a69f6a7bde0756fe524a" args="()" -->
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<td class="memname"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">ImageKmeansModelEstimator</a> </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [protected]</code></td>
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<a class="anchor" name="93be1b6569c97cb09cd57b4005f57047"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::~ImageKmeansModelEstimator" ref="93be1b6569c97cb09cd57b4005f57047" args="()" -->
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<td class="memname"><a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::~<a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">ImageKmeansModelEstimator</a> </td>
<td>(</td>
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<td><code> [protected]</code></td>
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<hr><h2>Member Function Documentation</h2>
<a class="anchor" name="6df9fab61f133bc98e8473cacde48d25"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::AbortGenerateDataOff" ref="6df9fab61f133bc98e8473cacde48d25" args="()" -->
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<td class="memname">virtual void itk::LightProcessObject::AbortGenerateDataOff </td>
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<td><code> [virtual, inherited]</code></td>
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<a class="anchor" name="ac2167ff78c77b3e4eff5e028d115255"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::AbortGenerateDataOn" ref="ac2167ff78c77b3e4eff5e028d115255" args="()" -->
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<td class="memname">virtual void itk::LightProcessObject::AbortGenerateDataOn </td>
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Turn on and off the AbortGenerateData flag.
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<a class="anchor" name="99d842e5916cdb523753dab0cdc6d9d3"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::AddMembershipFunction" ref="99d842e5916cdb523753dab0cdc6d9d3" args="(MembershipFunctionPointer function)" -->
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<td class="memname">unsigned int <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">itk::ImageModelEstimatorBase</a>< TInputImage , TMembershipFunction >::AddMembershipFunction </td>
<td>(</td>
<td class="paramtype">MembershipFunctionPointer </td>
<td class="paramname"> <em>function</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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Stores a MembershipCalculator of a class in its internal vector
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<a class="anchor" name="0e2fb8814089882b9c8d9174b5ca74ea"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::AddObserver" ref="0e2fb8814089882b9c8d9174b5ca74ea" args="(const EventObject &event, Command *) const " -->
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<td class="memname">unsigned long itk::Object::AddObserver </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::ImageKmeansModelEstimator::AddObserver" ref="23703e82fa4a979fd512528f471606a0" args="(const EventObject &event, Command *)" -->
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<td class="memname">unsigned long itk::Object::AddObserver </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="d0bf5db9ebcb17b63611da9539a090c6"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::Allocate" ref="d0bf5db9ebcb17b63611da9539a090c6" args="()" -->
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<td class="memname">void <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::Allocate </td>
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Allocate memory for the output model.
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<a class="anchor" name="d2017ee10bba6dc34ab9b3062ee573ca"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::BreakOnError" ref="d2017ee10bba6dc34ab9b3062ee573ca" args="()" -->
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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="c36c03b81115c9a089bc46cdba22e1b6"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::CreateAnother" ref="c36c03b81115c9a089bc46cdba22e1b6" args="() const " -->
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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>
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<a class="anchor" name="bc251c28f17728a618d8b2a55e6e66d8"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::DebugOff" ref="bc251c28f17728a618d8b2a55e6e66d8" args="() const " -->
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Turn debugging output off.
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<a class="anchor" name="de27d01f85f71723bcbb3ec54f630b31"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::DebugOn" ref="de27d01f85f71723bcbb3ec54f630b31" args="() const " -->
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Turn debugging output on.
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<a class="anchor" name="17444d38d6f52e9e3bdf080dfffbe803"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::Delete" ref="17444d38d6f52e9e3bdf080dfffbe803" args="()" -->
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<td class="memname">virtual void itk::LightObject::Delete </td>
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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="557f949b8fe24e002848e6ffc2ca653a"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::DeleteAllMembershipFunctions" ref="557f949b8fe24e002848e6ffc2ca653a" args="()" -->
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<td class="memname">void <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">itk::ImageModelEstimatorBase</a>< TInputImage , TMembershipFunction >::DeleteAllMembershipFunctions </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inline, inherited]</code></td>
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<p>
Method to reset the membership fucntion mean
<p>Definition at line <a class="el" href="itkImageModelEstimatorBase_8h_source.html#l00122">122</a> of file <a class="el" href="itkImageModelEstimatorBase_8h_source.html">itkImageModelEstimatorBase.h</a>.</p>
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<a class="anchor" name="85be70687e4489afdd647b1c5e898bcc"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GenerateData" ref="85be70687e4489afdd647b1c5e898bcc" args="()" -->
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template<class TInputImage , class TMembershipFunction > </div>
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<td class="memname">void <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::GenerateData </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [protected, virtual]</code></td>
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<p>
Starts the image modelling process
<p>Reimplemented from <a class="el" href="classitk_1_1ImageModelEstimatorBase.html#bb6acdf475eee37eeac5193815e82f88">itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction ></a>.</p>
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<a class="anchor" name="6eaa2d51fa07ccdcbb2e32ded427ae6c"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetAbortGenerateData" ref="6eaa2d51fa07ccdcbb2e32ded427ae6c" args="()" -->
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<td class="memname">virtual const bool& itk::LightProcessObject::GetAbortGenerateData </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
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<p>
Get the AbortGenerateData flag for the process object. Process objects may handle premature termination of execution in different ways.
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<a class="anchor" name="62b8c2e75826a0091962d07940751066"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetCodebook" ref="62b8c2e75826a0091962d07940751066" args="()" -->
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template<class TInputImage , class TMembershipFunction > </div>
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<td class="memname">virtual <a class="el" href="classvnl__matrix.html">CodebookMatrixOfDoubleType</a> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::GetCodebook </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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<p>
Get the cluster centers.
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<a class="anchor" name="031c14d32abf5310bb2d0293216fc20b"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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="cf1456e40e57a23d7e7f051ca2e102cf"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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::ImageKmeansModelEstimator::GetGlobalWarningDisplay" ref="722122bd785f53294ff40b828d5ffa4d" args="()" -->
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<td class="memname">static bool itk::Object::GetGlobalWarningDisplay </td>
<td>(</td>
<td class="paramname"> </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.
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<a class="anchor" name="4f1e28b436a07d0b676455935281c692"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetInputImage" ref="4f1e28b436a07d0b676455935281c692" args="()" -->
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<td class="memname">virtual <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html#aed8380a159b75d128cd7d4c38caac88">InputImageType</a>* <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">itk::ImageModelEstimatorBase</a>< TInputImage , TMembershipFunction >::GetInputImage </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
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<p>
Get the input image.
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<a class="anchor" name="d5dee27b9b0757c54e3ceba0302121c8"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetKmeansResults" ref="d5dee27b9b0757c54e3ceba0302121c8" args="(void)" -->
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template<class TInputImage , class TMembershipFunction > </div>
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<td class="memname"><a class="el" href="classvnl__matrix.html">CodebookMatrixOfDoubleType</a> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::GetKmeansResults </td>
<td>(</td>
<td class="paramtype">void </td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inline]</code></td>
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<p>
Return the codebook/cluster centers.
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00206">206</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="a82973c508aa8d499d82c95173963048"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetMaxSplitAttempts" ref="a82973c508aa8d499d82c95173963048" args="()" -->
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<td class="memname">virtual int <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::GetMaxSplitAttempts </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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<p>
Get the manimum number of attempts to split a codeword.
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<a class="anchor" name="bb39aef0967b3914c0c7fa4c6fe54ec4"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetMembershipFunctions" ref="bb39aef0967b3914c0c7fa4c6fe54ec4" args="() const" -->
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<td class="memname">const <a class="el" href="classitk_1_1ImageModelEstimatorBase.html#e6f6afeb50712d56afcb6b314b15837f">MembershipFunctionPointerVector</a> <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">itk::ImageModelEstimatorBase</a>< TInputImage , TMembershipFunction >::GetMembershipFunctions </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [inline, inherited]</code></td>
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<p>
Method to get mean
<p>Definition at line <a class="el" href="itkImageModelEstimatorBase_8h_source.html#l00110">110</a> of file <a class="el" href="itkImageModelEstimatorBase_8h_source.html">itkImageModelEstimatorBase.h</a>.</p>
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<a class="anchor" name="ab4e913cbfc535646fc7e33f5b2e897d"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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>
<td> ) </td>
<td> const<code> [inherited]</code></td>
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<p>
<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::ImageKmeansModelEstimator::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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<p>
<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::ImageKmeansModelEstimator::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="40ea73cb6d0ff64ee329c061e1779e03"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetNameOfClass" ref="40ea73cb6d0ff64ee329c061e1779e03" args="() const " -->
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<td class="memname">virtual const char* <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::GetNameOfClass </td>
<td>(</td>
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Run-time type information (and related methods).
<p>Reimplemented from <a class="el" href="classitk_1_1ImageModelEstimatorBase.html#61cd1376a0394a77868bc4b864e6c957">itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction ></a>.</p>
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<a class="anchor" name="ddb815dc3cb2ec8b23b7ef792ae02070"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetNumberOfMembershipFunctions" ref="ddb815dc3cb2ec8b23b7ef792ae02070" args="()" -->
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<td class="memname">unsigned int <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">itk::ImageModelEstimatorBase</a>< TInputImage , TMembershipFunction >::GetNumberOfMembershipFunctions </td>
<td>(</td>
<td class="paramname"> </td>
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<td><code> [inline, inherited]</code></td>
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<p>
Method to number of membership functions
<p>Definition at line <a class="el" href="itkImageModelEstimatorBase_8h_source.html#l00116">116</a> of file <a class="el" href="itkImageModelEstimatorBase_8h_source.html">itkImageModelEstimatorBase.h</a>.</p>
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<a class="anchor" name="abc7dc16d2b608d949590fe755413bc2"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetNumberOfModels" ref="abc7dc16d2b608d949590fe755413bc2" args="()" -->
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<td class="memname">virtual const unsigned int& <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">itk::ImageModelEstimatorBase</a>< TInputImage , TMembershipFunction >::GetNumberOfModels </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
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<p>
Get the number of classes.
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<a class="anchor" name="3554424a748ee6d429d1e44e1e134d37"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetOffsetAdd" ref="3554424a748ee6d429d1e44e1e134d37" args="()" -->
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template<class TInputImage , class TMembershipFunction > </div>
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<td class="memname">virtual double <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::GetOffsetAdd </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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<p>
Get the offset add parameter.
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<a class="anchor" name="3d65a5122273a0bcda2ab2d94eb956b1"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetOffsetMultiply" ref="3d65a5122273a0bcda2ab2d94eb956b1" args="()" -->
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<td class="memname">virtual double <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::GetOffsetMultiply </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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<p>
Get the offset multiplication parameter.
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<a class="anchor" name="f5101e5b7144589f5ff91f655ebc2f3d"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetOutCodebook" ref="f5101e5b7144589f5ff91f655ebc2f3d" args="()" -->
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template<class TInputImage , class TMembershipFunction > </div>
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<td class="memname"><a class="el" href="classvnl__matrix.html">CodebookMatrixOfDoubleType</a> <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::GetOutCodebook </td>
<td>(</td>
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<td> ) </td>
<td><code> [inline]</code></td>
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<p>
Get the optimized codebook or the centroids of the clusters.
<p>Definition at line <a class="el" href="itkImageKmeansModelEstimator_8h_source.html#l00178">178</a> of file <a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a>.</p>
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<a class="anchor" name="a287bcc86a91461de4e03120e65aee02"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetProgress" ref="a287bcc86a91461de4e03120e65aee02" args="()" -->
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<td class="memname">virtual const float& itk::LightProcessObject::GetProgress </td>
<td>(</td>
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<td><code> [virtual, inherited]</code></td>
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<p>
Get the execution progress of a process object. The progress is a floating number between (0,1), 0 meaning no progress; 1 meaning the filter has completed execution.
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<a class="anchor" name="48b4964378e7835c61aa54c3104eee61"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetReferenceCount" ref="48b4964378e7835c61aa54c3104eee61" args="() const " -->
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<td class="memname">virtual int itk::LightObject::GetReferenceCount </td>
<td>(</td>
<td class="paramname"> </td>
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<td> const<code> [inline, virtual, inherited]</code></td>
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<p>
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="6ab7873cba5b3a6459596d2da100517e"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GetThreshold" ref="6ab7873cba5b3a6459596d2da100517e" args="()" -->
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template<class TInputImage , class TMembershipFunction > </div>
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<td class="memname">virtual double <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::GetThreshold </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
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<p>
Get the threshold parameter.
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<a class="anchor" name="3a5c8091d9c41acbea2bb083f141b028"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::GlobalWarningDisplayOff" ref="3a5c8091d9c41acbea2bb083f141b028" args="()" -->
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<td class="memname">static void itk::Object::GlobalWarningDisplayOff </td>
<td>(</td>
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<p>
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::ImageKmeansModelEstimator::GlobalWarningDisplayOn" ref="81e0ce09465f2c7e243bb5f68b850ff3" args="()" -->
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<td class="memname">static void itk::Object::GlobalWarningDisplayOn </td>
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<td><code> [inline, 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>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::ImageKmeansModelEstimator::HasObserver" ref="1969769aece35c36fcf240bda3d57a30" args="(const EventObject &event) const " -->
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<td class="memname">bool itk::Object::HasObserver </td>
<td>(</td>
<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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<td> const<code> [inherited]</code></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::ImageKmeansModelEstimator::InvokeEvent" ref="1bb33c340bb9a88c496cdd4359043294" args="(const EventObject &) const " -->
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<td class="memname">void itk::Object::InvokeEvent </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> & </td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [inherited]</code></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::ImageKmeansModelEstimator::InvokeEvent" ref="0040fe1667da646a6e9029ea91b966dd" args="(const EventObject &)" -->
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<td class="memname">void itk::Object::InvokeEvent </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> & </td>
<td class="paramname"> </td>
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<td><code> [inherited]</code></td>
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Call Execute on all the Commands observing this event id.
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<a class="anchor" name="33101e349626ac58ced6682b061d8277"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::Modified" ref="33101e349626ac58ced6682b061d8277" args="() const " -->
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<td class="memname">virtual void itk::Object::Modified </td>
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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="da0e061c7fbec04e7c23f4ff36996f69"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::New" ref="da0e061c7fbec04e7c23f4ff36996f69" args="()" -->
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template<class TInputImage , class TMembershipFunction > </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_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::New </td>
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Method for creation through the object factory.
<p>Reimplemented from <a class="el" href="classitk_1_1LightProcessObject.html#1dd90b3b6a977e8b3b1cacb38f7fdc51">itk::LightProcessObject</a>.</p>
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<a class="anchor" name="bb0e07472c48d5a2033ac69ed519a338"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::Print" ref="bb0e07472c48d5a2033ac69ed519a338" args="(std::ostream &os, Indent indent=0) const " -->
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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::ImageKmeansModelEstimator::PrintHeader" ref="2c28e4194498d84fc4cf04f52627ebfc" args="(std::ostream &os, Indent indent) const " -->
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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></td><td> </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td><td> const<code> [protected, virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<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.
</div>
</div><p>
<a class="anchor" name="f894f00bedd39f687ea47501ad53534e"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::PrintKmeansAlgorithmResults" ref="f894f00bedd39f687ea47501ad53534e" args="()" -->
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template<class TInputImage , class TMembershipFunction > </div>
<table class="memname">
<tr>
<td class="memname">void <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::PrintKmeansAlgorithmResults </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [protected]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Print out the results on the screen for visual feedback.
</div>
</div><p>
<a class="anchor" name="86e41d394947d09fa11d2bd1aa4a0823"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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>
</tr>
</table>
</div>
<div class="memdoc">
<p>
</div>
</div><p>
<a class="anchor" name="1161cd8739909b869110b9be3b6cc722"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::PrintSelf" ref="1161cd8739909b869110b9be3b6cc722" args="(std::ostream &os, Indent indent) const " -->
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<div class="memproto">
<div class="memtemplate">
template<class TInputImage , class TMembershipFunction > </div>
<table class="memname">
<tr>
<td class="memname">virtual void <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::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>
</tr>
</table>
</div>
<div class="memdoc">
<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_1ImageModelEstimatorBase.html#658325d2c7c137c61f7f065f8b038903">itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction ></a>.</p>
</div>
</div><p>
<a class="anchor" name="53f01227f6e1d236af409a9f90948734"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::PrintTrailer" ref="53f01227f6e1d236af409a9f90948734" args="(std::ostream &os, Indent indent) const " -->
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<div class="memproto">
<table class="memname">
<tr>
<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>
</tr>
</table>
</div>
<div class="memdoc">
<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.
</div>
</div><p>
<a class="anchor" name="0cdbcf8585409596b9deabed98ce19a1"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::Register" ref="0cdbcf8585409596b9deabed98ce19a1" args="() const " -->
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<div class="memproto">
<table class="memname">
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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>
</tr>
</table>
</div>
<div class="memdoc">
<p>
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>
</div>
</div><p>
<a class="anchor" name="1d681b7e17fc204ad22b84d1e924784e"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Remove all observers .
</div>
</div><p>
<a class="anchor" name="d35bf2647e1d1c1dc34289d5aeb1d041"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Remove the observer with this tag value.
</div>
</div><p>
<a class="anchor" name="08ff2e7e7b99667a35b50cf58c837c1e"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::SetAbortGenerateData" ref="08ff2e7e7b99667a35b50cf58c837c1e" args="(bool _arg)" -->
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<td class="memname">virtual void itk::LightProcessObject::SetAbortGenerateData </td>
<td>(</td>
<td class="paramtype">bool </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the AbortGenerateData flag for the process object. Process objects may handle premature termination of execution in different ways.
</div>
</div><p>
<a class="anchor" name="c3159623a3edbc097c4424bd6969a5c4"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::SetCodebook" ref="c3159623a3edbc097c4424bd6969a5c4" args="(CodebookMatrixOfDoubleType InCodebook)" -->
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<div class="memproto">
<div class="memtemplate">
template<class TInputImage , class TMembershipFunction > </div>
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<tr>
<td class="memname">void <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::SetCodebook </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classvnl__matrix.html">CodebookMatrixOfDoubleType</a> </td>
<td class="paramname"> <em>InCodebook</em> </td>
<td> ) </td>
<td></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the cluster centers.
</div>
</div><p>
<a class="anchor" name="0b7aabc3944effad59f0f048d621645d"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the value of the debug flag. <a class="el" href="classA.html">A</a> non-zero value turns debugging on.
</div>
</div><p>
<a class="anchor" name="d8741136cb37a25e64c62ebf91794d4a"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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>
</tr>
</table>
</div>
<div class="memdoc">
<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>
</div>
</div><p>
<a class="anchor" name="0fa6f2e44676334bcdf4f79c810f86da"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::SetInputImage" ref="0fa6f2e44676334bcdf4f79c810f86da" args="(InputImageType *_arg)" -->
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<td class="memname">virtual void <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">itk::ImageModelEstimatorBase</a>< TInputImage , TMembershipFunction >::SetInputImage </td>
<td>(</td>
<td class="paramtype">InputImageType * </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Type definitions for the training image. Set the input image.
</div>
</div><p>
<a class="anchor" name="394be614d053ff39f62d0ff8fcf2a339"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::SetMaxSplitAttempts" ref="394be614d053ff39f62d0ff8fcf2a339" args="(int _arg)" -->
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template<class TInputImage , class TMembershipFunction > </div>
<table class="memname">
<tr>
<td class="memname">virtual void <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::SetMaxSplitAttempts </td>
<td>(</td>
<td class="paramtype">int </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the maximum number of attempts to split a codeword.
</div>
</div><p>
<a class="anchor" name="c63ef1b315310d6e44da53a3daaa0c49"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::SetMembershipFunctions" ref="c63ef1b315310d6e44da53a3daaa0c49" args="(MembershipFunctionPointerVector membershipFunctions)" -->
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<td class="memname">void <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">itk::ImageModelEstimatorBase</a>< TInputImage , TMembershipFunction >::SetMembershipFunctions </td>
<td>(</td>
<td class="paramtype">MembershipFunctionPointerVector </td>
<td class="paramname"> <em>membershipFunctions</em> </td>
<td> ) </td>
<td><code> [inline, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the classified image.
<p>Definition at line <a class="el" href="itkImageModelEstimatorBase_8h_source.html#l00103">103</a> of file <a class="el" href="itkImageModelEstimatorBase_8h_source.html">itkImageModelEstimatorBase.h</a>.</p>
</div>
</div><p>
<a class="anchor" name="7b61a8c36e3ddda0b464c064c4e25eff"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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>
</tr>
</table>
</div>
<div class="memdoc">
<p>
<dl class="return" compact><dt><b>Returns:</b></dt><dd>Set the <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> </dd></dl>
</div>
</div><p>
<a class="anchor" name="33ef28923bd91ab6d42c50e344279c1d"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::SetNumberOfModels" ref="33ef28923bd91ab6d42c50e344279c1d" args="(unsigned int _arg)" -->
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<td class="memname">virtual void <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">itk::ImageModelEstimatorBase</a>< TInputImage , TMembershipFunction >::SetNumberOfModels </td>
<td>(</td>
<td class="paramtype">unsigned int </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the number of classes.
</div>
</div><p>
<a class="anchor" name="5f576fc51e5449202ea1b8a055844af0"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::SetOffsetAdd" ref="5f576fc51e5449202ea1b8a055844af0" args="(double _arg)" -->
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template<class TInputImage , class TMembershipFunction > </div>
<table class="memname">
<tr>
<td class="memname">virtual void <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::SetOffsetAdd </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the offset add parameter.
</div>
</div><p>
<a class="anchor" name="f4cad9a8f23649f960b9c68938ee5981"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::SetOffsetMultiply" ref="f4cad9a8f23649f960b9c68938ee5981" args="(double _arg)" -->
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template<class TInputImage , class TMembershipFunction > </div>
<table class="memname">
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<td class="memname">virtual void <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::SetOffsetMultiply </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the offset multiplication parameter.
</div>
</div><p>
<a class="anchor" name="096294f659bbf5aba736cfc9d1cceaa0"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::SetProgress" ref="096294f659bbf5aba736cfc9d1cceaa0" args="(float _arg)" -->
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<td class="memname">virtual void itk::LightProcessObject::SetProgress </td>
<td>(</td>
<td class="paramtype">float </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the execution progress of a process object. The progress is a floating number between (0,1), 0 meaning no progress; 1 meaning the filter has completed execution.
</div>
</div><p>
<a class="anchor" name="10988882bd8c63886182f959ce5e0b3b"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Sets the reference count (use with care)
<p>Reimplemented from <a class="el" href="classitk_1_1LightObject.html#c065f10e03fbe34c9861830d23c107f1">itk::LightObject</a>.</p>
</div>
</div><p>
<a class="anchor" name="263c635f0e2f13b1ea2d67a7db0f5af9"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::SetThreshold" ref="263c635f0e2f13b1ea2d67a7db0f5af9" args="(double _arg)" -->
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<div class="memproto">
<div class="memtemplate">
template<class TInputImage , class TMembershipFunction > </div>
<table class="memname">
<tr>
<td class="memname">virtual void <a class="el" href="classitk_1_1ImageKmeansModelEstimator.html">itk::ImageKmeansModelEstimator</a>< TInputImage, TMembershipFunction >::SetThreshold </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the threshold parameter.
</div>
</div><p>
<a class="anchor" name="eb964c23f5ea55c3896efdc645524e55"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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>
</table>
</div>
<div class="memdoc">
<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>
</div>
</div><p>
<a class="anchor" name="bb25bc7895cc1b86b9a07d93a7c46ca0"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::Update" ref="bb25bc7895cc1b86b9a07d93a7c46ca0" args="()" -->
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<td class="memname">void <a class="el" href="classitk_1_1ImageModelEstimatorBase.html">itk::ImageModelEstimatorBase</a>< TInputImage , TMembershipFunction >::Update </td>
<td>(</td>
<td class="paramtype">void </td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Define a virtual function to perform model generation from the input data
</div>
</div><p>
<a class="anchor" name="f4bfef7416e9443223d9cfac63412eac"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::UpdateOutputData" ref="f4bfef7416e9443223d9cfac63412eac" args="()" -->
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<td class="memname">virtual void itk::LightProcessObject::UpdateOutputData </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Actually generate new output.
</div>
</div><p>
<a class="anchor" name="d8203286e0ded0fd78fc8db8c4066580"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::UpdateProgress" ref="d8203286e0ded0fd78fc8db8c4066580" args="(float amount)" -->
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<td class="memname">void itk::LightProcessObject::UpdateProgress </td>
<td>(</td>
<td class="paramtype">float </td>
<td class="paramname"> <em>amount</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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Update the progress of the process object. If a ProgressMethod exists, executes it. Then set the Progress ivar to amount. The parameter amount should range between (0,1).
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<hr><h2>Member Data Documentation</h2>
<a class="anchor" name="499dbc304e9a6b929a4f339308788456"></a><!-- doxytag: member="itk::ImageKmeansModelEstimator::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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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::ImageKmeansModelEstimator::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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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>
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<hr>The documentation for this class was generated from the following file:<ul>
<li><a class="el" href="itkImageKmeansModelEstimator_8h_source.html">itkImageKmeansModelEstimator.h</a></ul>
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