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<div class="navpath"><a class="el" href="namespaceitk.html">itk</a>::<a class="el" href="namespaceitk_1_1Statistics.html">Statistics</a>::<a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">GaussianMixtureModelComponent</a>
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<h1>itk::Statistics::GaussianMixtureModelComponent< TSample > Class Template Reference</h1><!-- doxytag: class="itk::Statistics::GaussianMixtureModelComponent" --><!-- doxytag: inherits="itk::Statistics::MixtureModelComponentBase" -->is a component (derived from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html" title="base class for distribution modules that supports analytical way to update the distribution...">MixtureModelComponentBase</a>) for Gaussian class. This class is used in <a class="el" href="classitk_1_1Statistics_1_1ExpectationMaximizationMixtureModelEstimator.html" title="This class generates the parameter estimates for a mixture model using expectation...">ExpectationMaximizationMixtureModelEstimator</a>.
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<code>#include <<a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>></code>
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Inheritance diagram for itk::Statistics::GaussianMixtureModelComponent< TSample >:</div>
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<p><center><img src="classitk_1_1Statistics_1_1GaussianMixtureModelComponent__inherit__graph.png" border="0" usemap="#itk_1_1Statistics_1_1GaussianMixtureModelComponent_3_01TSample_01_4__inherit__map" alt="Inheritance graph"></center>
<map name="itk_1_1Statistics_1_1GaussianMixtureModelComponent_3_01TSample_01_4__inherit__map">
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Collaboration diagram for itk::Statistics::GaussianMixtureModelComponent< TSample >:</div>
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<p><center><img src="classitk_1_1Statistics_1_1GaussianMixtureModelComponent__coll__graph.png" border="0" usemap="#itk_1_1Statistics_1_1GaussianMixtureModelComponent_3_01TSample_01_4__coll__map" alt="Collaboration graph"></center>
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<a href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent-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="classitk_1_1SmartPointer.html">SmartPointer</a>< const <a class="el" href="classitk_1_1LightObject.html">Self</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#5bc6f4d245ffbb570b6e104058ce2596">ConstPointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1Statistics_1_1WeightedCovarianceCalculator.html">WeightedCovarianceCalculator</a><br class="typebreak">
< TSample > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#94014473b33ef03d13ce7d5ec13ed564">CovarianceEstimatorType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1VariableSizeMatrix.html">CovarianceEstimatorType::OutputType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#16a567edf5d9bee1aa73d984978d2527">CovarianceType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1Statistics_1_1WeightedMeanCalculator.html">WeightedMeanCalculator</a><br class="typebreak">
< TSample > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#94639523727cd95ce6a5e1f28717a242">MeanEstimatorType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1Array.html">MeanEstimatorType::OutputType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#ad42286dcb162bda564769ac09ce9970">MeanType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#39f3c3a4fa41f7089fc57465ffb5c9e2">Superclass::MeasurementVectorSizeType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#ff3ca837cfd7bce6c122bd2847d9393f">MeasurementVectorSizeType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#087e1adb70adf58d97ba7fd0b785ce25">Superclass::MeasurementVectorType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#aecc60d4a72c4f89a7e62368e4b6143f">MeasurementVectorType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#aee4228e95b9bd14454f27e2018baac7">Superclass::MembershipFunctionType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#381541aa4cba98ce24111a88426aec5d">MembershipFunctionType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1Statistics_1_1GaussianDensityFunction.html">GaussianDensityFunction</a><br class="typebreak">
< <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#aecc60d4a72c4f89a7e62368e4b6143f">MeasurementVectorType</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#89b3d83728c8ce26cd8cc12dc146904b">NativeMembershipFunctionType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#510f71c9bd3c1b348549bf2db671b058">Superclass::ParametersType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#620980b60193601569b15c6887bfa120">ParametersType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1SmartPointer.html">SmartPointer</a>< <a class="el" href="classitk_1_1LightObject.html">Self</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#c2f89b3347a356ae0a66daa8c7643991">Pointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">GaussianMixtureModelComponent</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#058091d11dba0c4dbfaf4291b61ef3cb">Self</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">MixtureModelComponentBase</a><br class="typebreak">
< TSample > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#a6bd235cd6950827ecaa9c6e8330dc00">Superclass</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#5d2b4cb11cdf802b52f3cd22b08ec954">Superclass::WeightArrayType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#ad3a17238cd1cf63886653a530fc89d5">WeightArrayType</a></td></tr>
<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#2cd1c0929acd29ba74a5a2b502bea954">AreParametersModified</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_1Statistics_1_1MixtureModelComponentBase.html#401228f37b704b14308bc3d66de0e99f">AreParametersModified</a> (bool flag)</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">double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#d5f9851f04085423bcbd30564b32c390">Evaluate</a> (<a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#aecc60d4a72c4f89a7e62368e4b6143f">MeasurementVectorType</a> &measurements)</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_1Statistics_1_1GaussianMixtureModelComponent.html#620980b60193601569b15c6887bfa120">ParametersType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#c8e507c699a6f804eaa0ea4eeaf45eee">GetFullParameters</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#381541aa4cba98ce24111a88426aec5d">MembershipFunctionType</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#195f8ab0ba818182c28665c55ceaeb99">GetMembershipFunction</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">const <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#ab4e913cbfc535646fc7e33f5b2e897d">GetMetaDataDictionary</a> (void) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#414d257cfb90dd76c8f6e29a796531b0">GetMetaDataDictionary</a> (void)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#30ec734619bed616604f4d5c72469d82">GetMinimalParametersChange</a> ()</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 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">const TSample * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#3f2dc059f57d2b180566363b63c09fec">GetSample</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#0daf4a98bcc19e6258ce26fdb98ffefa">GetWeight</a> (int index)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#ad3a17238cd1cf63886653a530fc89d5">WeightArrayType</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#345382f813e54dad30173c46fdc07ae0">GetWeights</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">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#0b7aabc3944effad59f0f048d621645d">SetDebug</a> (bool debugFlag) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#7b61a8c36e3ddda0b464c064c4e25eff">SetMetaDataDictionary</a> (const <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> &rhs)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#7221438c69394fee305cc5a2287db29e">SetMinimalParametersChange</a> (double change)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#2c04dffa939247db258fea4098f1d43e">SetParameters</a> (const <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#620980b60193601569b15c6887bfa120">ParametersType</a> &parameters)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#66d834d25f8fa3d21bd7449f639aad28">SetParameters</a> (const <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#620980b60193601569b15c6887bfa120">ParametersType</a> &parameters)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#10988882bd8c63886182f959ce5e0b3b">SetReferenceCount</a> (int)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#ef9cba4c53aec0f72a86fcc81203945c">SetSample</a> (const TSample *sample)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#d6325945567b4676faae65eac39f3af3">SetWeight</a> (int index, double value)</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">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#44c118923ce5582ab8e3a228cac5db41">Update</a> ()</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>
<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>
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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">double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#d96bc6718f2869fd16beee13a877924f">CalculateParametersChange</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_1Statistics_1_1MixtureModelComponentBase.html#499f0c0211864f8cb03e04f7e3f1b4a2">CreateWeightArray</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_1Statistics_1_1MixtureModelComponentBase.html#6a25be492bac896c4ddc1acabb2c6478">DeleteWeightArray</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#f951b2a60d8a421e1e59d869f260a72a">GaussianMixtureModelComponent</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_1Statistics_1_1GaussianMixtureModelComponent.html#7568566270ef8be1711ecc561a48cf62">GenerateData</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#86e41d394947d09fa11d2bd1aa4a0823">PrintObservers</a> (std::ostream &os, <a class="el" href="classitk_1_1Indent.html">Indent</a> indent) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#72516beaa29674bf39db8d04781527d2">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">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#cdc59b2a972f3c8935705ffb50f45991">SetMembershipFunction</a> (<a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#381541aa4cba98ce24111a88426aec5d">MembershipFunctionType</a> *function)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#187477c92145d92cd6862dbe2c456789">~GaussianMixtureModelComponent</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">virtual const char * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#f8998bd0dda29ea78b6ecb750dd27d69">GetNameOfClass</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">static <a class="el" href="classitk_1_1SmartPointer.html">Pointer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#e5081eef89ffc872f2787419b4a618c6">New</a> ()</td></tr>
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<hr><a name="_details"></a><h2>Detailed Description</h2>
<h3>template<class TSample><br>
class itk::Statistics::GaussianMixtureModelComponent< TSample ></h3>
is a component (derived from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html" title="base class for distribution modules that supports analytical way to update the distribution...">MixtureModelComponentBase</a>) for Gaussian class. This class is used in <a class="el" href="classitk_1_1Statistics_1_1ExpectationMaximizationMixtureModelEstimator.html" title="This class generates the parameter estimates for a mixture model using expectation...">ExpectationMaximizationMixtureModelEstimator</a>.
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On every iteration of EM estimation, this class's GenerateData method is called to compute the new distribution parameters.<p>
<b>Recent API changes:</b> The static const macro to get the length of a measurement vector, <code>MeasurementVectorSize</code> has been removed to allow the length of a measurement vector to be specified at run time. It is now obtained at run time from the sample set as input. Please use the function GetMeasurementVectorSize() to get the length.<p>
<dl class="see" compact><dt><b>See also:</b></dt><dd><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html" title="base class for distribution modules that supports analytical way to update the distribution...">MixtureModelComponentBase</a>, <a class="el" href="classitk_1_1Statistics_1_1ExpectationMaximizationMixtureModelEstimator.html" title="This class generates the parameter estimates for a mixture model using expectation...">ExpectationMaximizationMixtureModelEstimator</a> </dd></dl>
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00048">48</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
<hr><h2>Member Typedef Documentation</h2>
<a class="anchor" name="5bc6f4d245ffbb570b6e104058ce2596"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::ConstPointer" ref="5bc6f4d245ffbb570b6e104058ce2596" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SmartPointer.html">SmartPointer</a><const <a class="el" href="classitk_1_1LightObject.html">Self</a>> <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1SmartPointer.html">ConstPointer</a> </td>
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<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#bff8dff85e72f159b3cf78b83a995566">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00056">56</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="94014473b33ef03d13ce7d5ec13ed564"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::CovarianceEstimatorType" ref="94014473b33ef03d13ce7d5ec13ed564" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Statistics_1_1WeightedCovarianceCalculator.html">WeightedCovarianceCalculator</a>< TSample > <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1Statistics_1_1WeightedCovarianceCalculator.html">CovarianceEstimatorType</a> </td>
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<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00078">78</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="16a567edf5d9bee1aa73d984978d2527"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::CovarianceType" ref="16a567edf5d9bee1aa73d984978d2527" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1VariableSizeMatrix.html">CovarianceEstimatorType::OutputType</a> <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1VariableSizeMatrix.html">CovarianceType</a> </td>
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Type of the covariance matrix
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00084">84</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="dc057b9bc15dba2d9b7b8bd4fa0f6774"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::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="94639523727cd95ce6a5e1f28717a242"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::MeanEstimatorType" ref="94639523727cd95ce6a5e1f28717a242" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Statistics_1_1WeightedMeanCalculator.html">WeightedMeanCalculator</a>< TSample > <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1Statistics_1_1WeightedMeanCalculator.html">MeanEstimatorType</a> </td>
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Types of the mean and the covariance calculator that will update this component's distribution parameters
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00077">77</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="ad42286dcb162bda564769ac09ce9970"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::MeanType" ref="ad42286dcb162bda564769ac09ce9970" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Array.html">MeanEstimatorType::OutputType</a> <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1Array.html">MeanType</a> </td>
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Type of the mean vector
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00081">81</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="ff3ca837cfd7bce6c122bd2847d9393f"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::MeasurementVectorSizeType" ref="ff3ca837cfd7bce6c122bd2847d9393f" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#39f3c3a4fa41f7089fc57465ffb5c9e2">Superclass::MeasurementVectorSizeType</a> <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#ff3ca837cfd7bce6c122bd2847d9393f">MeasurementVectorSizeType</a> </td>
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<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#39f3c3a4fa41f7089fc57465ffb5c9e2">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00066">66</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="aecc60d4a72c4f89a7e62368e4b6143f"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::MeasurementVectorType" ref="aecc60d4a72c4f89a7e62368e4b6143f" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#087e1adb70adf58d97ba7fd0b785ce25">Superclass::MeasurementVectorType</a> <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#aecc60d4a72c4f89a7e62368e4b6143f">MeasurementVectorType</a> </td>
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Typedefs from the superclass
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#087e1adb70adf58d97ba7fd0b785ce25">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00060">60</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="381541aa4cba98ce24111a88426aec5d"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::MembershipFunctionType" ref="381541aa4cba98ce24111a88426aec5d" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#aee4228e95b9bd14454f27e2018baac7">Superclass::MembershipFunctionType</a> <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#381541aa4cba98ce24111a88426aec5d">MembershipFunctionType</a> </td>
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typedef for the <a class="el" href="classitk_1_1Statistics_1_1MembershipFunctionBase.html" title="MembershipFunctionBase class declares common interfaces for membership functions...">MembershipFunctionBase</a>
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#aee4228e95b9bd14454f27e2018baac7">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00067">67</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="89b3d83728c8ce26cd8cc12dc146904b"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::NativeMembershipFunctionType" ref="89b3d83728c8ce26cd8cc12dc146904b" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Statistics_1_1GaussianDensityFunction.html">GaussianDensityFunction</a>< <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#aecc60d4a72c4f89a7e62368e4b6143f">MeasurementVectorType</a> > <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1Statistics_1_1GaussianDensityFunction.html">NativeMembershipFunctionType</a> </td>
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Type of the membership function. Gaussian density function
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00073">73</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<td class="memname">typedef <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#510f71c9bd3c1b348549bf2db671b058">Superclass::ParametersType</a> <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#620980b60193601569b15c6887bfa120">ParametersType</a> </td>
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<p>
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#510f71c9bd3c1b348549bf2db671b058">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00069">69</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="c2f89b3347a356ae0a66daa8c7643991"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::Pointer" ref="c2f89b3347a356ae0a66daa8c7643991" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SmartPointer.html">SmartPointer</a><<a class="el" href="classitk_1_1LightObject.html">Self</a>> <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1SmartPointer.html">Pointer</a> </td>
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<p>
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#d8120f749efe3b5a4b4d76cb8eab5a4f">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00055">55</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="058091d11dba0c4dbfaf4291b61ef3cb"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::Self" ref="058091d11dba0c4dbfaf4291b61ef3cb" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">GaussianMixtureModelComponent</a> <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1LightObject.html">Self</a> </td>
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<p>
Standard class typedefs.
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#8326392a4dc0d95b7e74907063e6c35d">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00053">53</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="a6bd235cd6950827ecaa9c6e8330dc00"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::Superclass" ref="a6bd235cd6950827ecaa9c6e8330dc00" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">MixtureModelComponentBase</a>< TSample > <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1LightObject.html">Superclass</a> </td>
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<p>
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#99c894d6c89491ec957251d9b3c68d2e">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00054">54</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<a class="anchor" name="ad3a17238cd1cf63886653a530fc89d5"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::WeightArrayType" ref="ad3a17238cd1cf63886653a530fc89d5" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#5d2b4cb11cdf802b52f3cd22b08ec954">Superclass::WeightArrayType</a> <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#ad3a17238cd1cf63886653a530fc89d5">WeightArrayType</a> </td>
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<p>
typedef of strorage for the weights
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#5d2b4cb11cdf802b52f3cd22b08ec954">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00068">68</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<hr><h2>Constructor & Destructor Documentation</h2>
<a class="anchor" name="f951b2a60d8a421e1e59d869f260a72a"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GaussianMixtureModelComponent" ref="f951b2a60d8a421e1e59d869f260a72a" args="()" -->
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<td class="memname"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::<a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">GaussianMixtureModelComponent</a> </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [protected]</code></td>
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<p>
</div>
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<a class="anchor" name="187477c92145d92cd6862dbe2c456789"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::~GaussianMixtureModelComponent" ref="187477c92145d92cd6862dbe2c456789" args="()" -->
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<td class="memname">virtual <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::~<a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">GaussianMixtureModelComponent</a> </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inline, protected, virtual]</code></td>
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<p>
<p>Definition at line <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html#l00094">94</a> of file <a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a>.</p>
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<hr><h2>Member Function Documentation</h2>
<a class="anchor" name="0e2fb8814089882b9c8d9174b5ca74ea"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::AddObserver" ref="0e2fb8814089882b9c8d9174b5ca74ea" args="(const EventObject &event, Command *) const " -->
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<td class="memname">unsigned long itk::Object::AddObserver </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> & </td>
<td class="paramname"> <em>event</em>, </td>
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<td class="paramkey"></td>
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<td class="paramtype"><a class="el" href="classitk_1_1Command.html">Command</a> * </td>
<td class="paramname"></td><td> </td>
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<td>)</td>
<td></td><td></td><td> const<code> [inherited]</code></td>
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<p>
Allow people to add/remove/invoke observers (callbacks) to any ITK object. This is an implementation of the subject/observer design pattern. An observer is added by specifying an event to respond to and an <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">itk::Command</a> to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">Command</a> becomes the responsibility of this object, so don't pass the same instance of a command to two different objects
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<a class="anchor" name="23703e82fa4a979fd512528f471606a0"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::AddObserver" ref="23703e82fa4a979fd512528f471606a0" args="(const EventObject &event, Command *)" -->
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<td class="memname">unsigned long itk::Object::AddObserver </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> & </td>
<td class="paramname"> <em>event</em>, </td>
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<td class="paramname"></td><td> </td>
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<td>)</td>
<td></td><td></td><td><code> [inherited]</code></td>
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<p>
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="2cd1c0929acd29ba74a5a2b502bea954"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::AreParametersModified" ref="2cd1c0929acd29ba74a5a2b502bea954" args="()" -->
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<td class="memname">bool <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::AreParametersModified </td>
<td>(</td>
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<td><code> [inherited]</code></td>
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<p>
returns the value of parameter modified tag
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<a class="anchor" name="401228f37b704b14308bc3d66de0e99f"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::AreParametersModified" ref="401228f37b704b14308bc3d66de0e99f" args="(bool flag)" -->
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::AreParametersModified </td>
<td>(</td>
<td class="paramtype">bool </td>
<td class="paramname"> <em>flag</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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sets the parameters modified tag. if one or more of the membership funtion's parameters are changed, then flag should be true
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<a class="anchor" name="d2017ee10bba6dc34ab9b3062ee573ca"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::BreakOnError" ref="d2017ee10bba6dc34ab9b3062ee573ca" args="()" -->
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<td class="memname">static void itk::LightObject::BreakOnError </td>
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<td><code> [static, inherited]</code></td>
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This method is called when itkExceptionMacro executes. It allows the debugger to break on error.
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<a class="anchor" name="d96bc6718f2869fd16beee13a877924f"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::CalculateParametersChange" ref="d96bc6718f2869fd16beee13a877924f" args="()" -->
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<td class="memname">double <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::CalculateParametersChange </td>
<td>(</td>
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<td><code> [protected]</code></td>
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Returns the sum of squared changes in parameters between iterations
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<a class="anchor" name="c36c03b81115c9a089bc46cdba22e1b6"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::CreateAnother" ref="c36c03b81115c9a089bc46cdba22e1b6" args="() const " -->
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<td class="memname">virtual <a class="el" href="classitk_1_1SmartPointer.html">LightObject::Pointer</a> itk::Object::CreateAnother </td>
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<td> const<code> [virtual, inherited]</code></td>
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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="499f0c0211864f8cb03e04f7e3f1b4a2"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::CreateWeightArray" ref="499f0c0211864f8cb03e04f7e3f1b4a2" args="()" -->
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::CreateWeightArray </td>
<td>(</td>
<td class="paramname"> </td>
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<td><code> [protected, inherited]</code></td>
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<p>
allocates the weights array
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<a class="anchor" name="bc251c28f17728a618d8b2a55e6e66d8"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::DebugOff" ref="bc251c28f17728a618d8b2a55e6e66d8" args="() const " -->
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<td class="memname">virtual void itk::Object::DebugOff </td>
<td>(</td>
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<td> const<code> [virtual, inherited]</code></td>
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Turn debugging output off.
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<a class="anchor" name="de27d01f85f71723bcbb3ec54f630b31"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::DebugOn" ref="de27d01f85f71723bcbb3ec54f630b31" args="() const " -->
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<td class="memname">virtual void itk::Object::DebugOn </td>
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Turn debugging output on.
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<a class="anchor" name="17444d38d6f52e9e3bdf080dfffbe803"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::Delete" ref="17444d38d6f52e9e3bdf080dfffbe803" args="()" -->
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<td class="memname">virtual void itk::LightObject::Delete </td>
<td>(</td>
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<td><code> [virtual, inherited]</code></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="6a25be492bac896c4ddc1acabb2c6478"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::DeleteWeightArray" ref="6a25be492bac896c4ddc1acabb2c6478" args="()" -->
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::DeleteWeightArray </td>
<td>(</td>
<td class="paramname"> </td>
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<td><code> [protected, inherited]</code></td>
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deallocates the weights array
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<a class="anchor" name="d5f9851f04085423bcbd30564b32c390"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::Evaluate" ref="d5f9851f04085423bcbd30564b32c390" args="(MeasurementVectorType &measurements)" -->
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<td class="memname">double <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::Evaluate </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#087e1adb70adf58d97ba7fd0b785ce25">MeasurementVectorType</a> & </td>
<td class="paramname"> <em>measurements</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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returns the membership score of the "measurements" vector
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<a class="anchor" name="7568566270ef8be1711ecc561a48cf62"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GenerateData" ref="7568566270ef8be1711ecc561a48cf62" args="()" -->
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::GenerateData </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [protected, virtual]</code></td>
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<p>
Computes the new distribution parameters
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#c5de392482bd139b7971f4df81f41433">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
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<a class="anchor" name="031c14d32abf5310bb2d0293216fc20b"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::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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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::Statistics::GaussianMixtureModelComponent::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="c8e507c699a6f804eaa0ea4eeaf45eee"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GetFullParameters" ref="c8e507c699a6f804eaa0ea4eeaf45eee" args="()" -->
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template<class TSample > </div>
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<td class="memname">virtual <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#620980b60193601569b15c6887bfa120">ParametersType</a> <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::GetFullParameters </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inline, virtual, inherited]</code></td>
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<p>Definition at line <a class="el" href="itkMixtureModelComponentBase_8h_source.html#l00100">100</a> of file <a class="el" href="itkMixtureModelComponentBase_8h_source.html">itkMixtureModelComponentBase.h</a>.</p>
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<a class="anchor" name="722122bd785f53294ff40b828d5ffa4d"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::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="195f8ab0ba818182c28665c55ceaeb99"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GetMembershipFunction" ref="195f8ab0ba818182c28665c55ceaeb99" args="()" -->
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<td class="memname"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#381541aa4cba98ce24111a88426aec5d">MembershipFunctionType</a>* <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::GetMembershipFunction </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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<p>
returns the pointer to the membership function object. Subclasses of this class are responsible for creating the actual membership function objects and cast them to <a class="el" href="classitk_1_1Statistics_1_1MembershipFunctionBase.html" title="MembershipFunctionBase class declares common interfaces for membership functions...">MembershipFunctionBase</a> objects
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<a class="anchor" name="ab4e913cbfc535646fc7e33f5b2e897d"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::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::Statistics::GaussianMixtureModelComponent::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="30ec734619bed616604f4d5c72469d82"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GetMinimalParametersChange" ref="30ec734619bed616604f4d5c72469d82" args="()" -->
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<td class="memname">double <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::GetMinimalParametersChange </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inline, inherited]</code></td>
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<p>Definition at line <a class="el" href="itkMixtureModelComponentBase_8h_source.html#l00095">95</a> of file <a class="el" href="itkMixtureModelComponentBase_8h_source.html">itkMixtureModelComponentBase.h</a>.</p>
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<a class="anchor" name="cab7d8d23240dacdbee33e5d1230a23e"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::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="f8998bd0dda29ea78b6ecb750dd27d69"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GetNameOfClass" ref="f8998bd0dda29ea78b6ecb750dd27d69" args="() const " -->
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Standard Macros
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#a21af5faee4fb23248ab67711612b2b6">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
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<a class="anchor" name="48b4964378e7835c61aa54c3104eee61"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GetReferenceCount" ref="48b4964378e7835c61aa54c3104eee61" args="() const " -->
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Gets the reference count on this object.
<p>Definition at line <a class="el" href="itkLightObject_8h_source.html#l00106">106</a> of file <a class="el" href="itkLightObject_8h_source.html">itkLightObject.h</a>.</p>
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<a class="anchor" name="3f2dc059f57d2b180566363b63c09fec"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GetSample" ref="3f2dc059f57d2b180566363b63c09fec" args="() const " -->
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returns the sample pointer
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<a class="anchor" name="0daf4a98bcc19e6258ce26fdb98ffefa"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GetWeight" ref="0daf4a98bcc19e6258ce26fdb98ffefa" args="(int index)" -->
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<td>(</td>
<td class="paramtype">int </td>
<td class="paramname"> <em>index</em> </td>
<td> ) </td>
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returns the index-th weight
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<a class="anchor" name="345382f813e54dad30173c46fdc07ae0"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GetWeights" ref="345382f813e54dad30173c46fdc07ae0" args="()" -->
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<td class="memname"><a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#ad3a17238cd1cf63886653a530fc89d5">WeightArrayType</a>* <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::GetWeights </td>
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returns the pointer to the weights array
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<a class="anchor" name="3a5c8091d9c41acbea2bb083f141b028"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GlobalWarningDisplayOff" ref="3a5c8091d9c41acbea2bb083f141b028" args="()" -->
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This is a global flag that controls whether any debug, warning or error messages are displayed.
<p>Definition at line <a class="el" href="itkObject_8h_source.html#l00100">100</a> of file <a class="el" href="itkObject_8h_source.html">itkObject.h</a>.</p>
<p>References <a class="el" href="classitk_1_1Object.html#d8741136cb37a25e64c62ebf91794d4a">itk::Object::SetGlobalWarningDisplay()</a>.</p>
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<a class="anchor" name="81e0ce09465f2c7e243bb5f68b850ff3"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::GlobalWarningDisplayOn" ref="81e0ce09465f2c7e243bb5f68b850ff3" args="()" -->
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This is a global flag that controls whether any debug, warning or error messages are displayed.
<p>Definition at line <a class="el" href="itkObject_8h_source.html#l00098">98</a> of file <a class="el" href="itkObject_8h_source.html">itkObject.h</a>.</p>
<p>References <a class="el" href="classitk_1_1Object.html#d8741136cb37a25e64c62ebf91794d4a">itk::Object::SetGlobalWarningDisplay()</a>.</p>
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<a class="anchor" name="1969769aece35c36fcf240bda3d57a30"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::HasObserver" ref="1969769aece35c36fcf240bda3d57a30" args="(const EventObject &event) const " -->
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<td class="paramtype">const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> & </td>
<td class="paramname"> <em>event</em> </td>
<td> ) </td>
<td> const<code> [inherited]</code></td>
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<p>
Return true if an observer is registered for this event.
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<a class="anchor" name="1bb33c340bb9a88c496cdd4359043294"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::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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<p>
Call Execute on all the Commands observing this event id. The actions triggered by this call doesn't modify this object.
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<a class="anchor" name="0040fe1667da646a6e9029ea91b966dd"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::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>
<td> ) </td>
<td><code> [inherited]</code></td>
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<div class="memdoc">
<p>
Call Execute on all the Commands observing this event id.
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<a class="anchor" name="33101e349626ac58ced6682b061d8277"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::Modified" ref="33101e349626ac58ced6682b061d8277" args="() const " -->
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<td class="memname">virtual void itk::Object::Modified </td>
<td>(</td>
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<td> const<code> [virtual, inherited]</code></td>
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<p>
Update the modification time for this object. Many filters rely on the modification time to determine if they need to recompute their data.
<p>Reimplemented in <a class="el" href="classitk_1_1NormalizeImageFilter.html#bf4bd98cebe2b7f32cafe14cf26d070e">itk::NormalizeImageFilter< TInputImage, TOutputImage ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, TAccessor ></a>, <a class="el" href="classitk_1_1MiniPipelineSeparableImageFilter.html#b0303217704dd6f93c20a1a23005c9ca">itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, TFilter ></a>, <a class="el" href="classitk_1_1GrayscaleDilateImageFilter.html#a77124317dfbc2733c00848f8d38cd24">itk::GrayscaleDilateImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1GrayscaleErodeImageFilter.html#1bdb64296f5364c634b1008ce0f4668a">itk::GrayscaleErodeImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1GrayscaleMorphologicalClosingImageFilter.html#ce18a62b5c1fd0d8713718b995895e97">itk::GrayscaleMorphologicalClosingImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1GrayscaleMorphologicalOpeningImageFilter.html#c6389ff94a8d6270f750530be365338c">itk::GrayscaleMorphologicalOpeningImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1MorphologicalGradientImageFilter.html#f46572d5a0d9a7414b51cde735463b15">itk::MorphologicalGradientImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, PixelAccessor ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< VectorImage< TPixelType, Dimension >, Accessor::VectorImageToImagePixelAccessor< TPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AddPixelAccessor< TImage::PixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, and <a class="el" href="classitk_1_1MiniPipelineSeparableImageFilter.html#b0303217704dd6f93c20a1a23005c9ca">itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, RankImageFilter< TInputImage, TInputImage, FlatStructuringElement< ::itk::GetImageDimension< TInputImage >::ImageDimension > > ></a>.</p>
<p>Referenced by <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00123">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::InsertNarrowBandNode()</a>, <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00242">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetCenter()</a>, <a class="el" href="itkHistogramAlgorithmBase_8h_source.html#l00053">itk::HistogramAlgorithmBase< TInputHistogram >::SetInputHistogram()</a>, <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00180">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetMatrix()</a>, <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00191">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::SetNarrowBand()</a>, <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00168">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::SetNarrowBandInnerRadius()</a>, <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00150">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::SetNarrowBandTotalRadius()</a>, <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00205">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetOffset()</a>, <a class="el" href="itkThresholdLabelerImageFilter_8h_source.html#l00175">itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetRealThresholds()</a>, <a class="el" href="itkCollidingFrontsImageFilter_8h_source.html#l00110">itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints1()</a>, <a class="el" href="itkCollidingFrontsImageFilter_8h_source.html#l00123">itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints2()</a>, <a class="el" href="itkNonUniformBSpline_8h_source.html#l00141">itk::NonUniformBSpline< TDimension >::SetSplineOrder()</a>, <a class="el" href="itkThresholdLabelerImageFilter_8h_source.html#l00156">itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetThresholds()</a>, <a class="el" href="itkGoodnessOfFitFunctionBase_8h_source.html#l00082">itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >::SetTotalObservedScale()</a>, and <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00264">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetTranslation()</a>.</p>
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<a class="anchor" name="e5081eef89ffc872f2787419b4a618c6"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::New" ref="e5081eef89ffc872f2787419b4a618c6" args="()" -->
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template<class TSample > </div>
<table class="memname">
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<td class="memname">static <a class="el" href="classitk_1_1SmartPointer.html">Pointer</a> <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::New </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [static]</code></td>
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<p>
Standard Macros
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#5329cda98876c8567b38ea656a86312b">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
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<a class="anchor" name="bb0e07472c48d5a2033ac69ed519a338"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::Print" ref="bb0e07472c48d5a2033ac69ed519a338" args="(std::ostream &os, Indent indent=0) const " -->
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<td class="memname">void itk::LightObject::Print </td>
<td>(</td>
<td class="paramtype">std::ostream & </td>
<td class="paramname"> <em>os</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Indent.html">Indent</a> </td>
<td class="paramname"> <em>indent</em> = <code>0</code></td><td> </td>
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<td></td>
<td>)</td>
<td></td><td></td><td> const<code> [inherited]</code></td>
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Cause the object to print itself out.
<p>Referenced by <a class="el" href="itkWeakPointer_8h_source.html#l00116">itk::WeakPointer< ProcessObject >::Print()</a>.</p>
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<a class="anchor" name="2c28e4194498d84fc4cf04f52627ebfc"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::PrintHeader" ref="2c28e4194498d84fc4cf04f52627ebfc" args="(std::ostream &os, Indent indent) const " -->
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<td class="memname">virtual void itk::LightObject::PrintHeader </td>
<td>(</td>
<td class="paramtype">std::ostream & </td>
<td class="paramname"> <em>os</em>, </td>
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<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>
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<td></td>
<td>)</td>
<td></td><td></td><td> const<code> [protected, virtual, inherited]</code></td>
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<p>
Methods invoked by <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> to print information about the object including superclasses. Typically not called by the user (use <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> instead) but used in the hierarchical print process to combine the output of several classes.
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<a class="anchor" name="86e41d394947d09fa11d2bd1aa4a0823"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::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>
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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>
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<td></td>
<td>)</td>
<td></td><td></td><td> const<code> [protected, inherited]</code></td>
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<p>
</div>
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<a class="anchor" name="72516beaa29674bf39db8d04781527d2"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::PrintSelf" ref="72516beaa29674bf39db8d04781527d2" args="(std::ostream &os, Indent indent) const " -->
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::PrintSelf </td>
<td>(</td>
<td class="paramtype">std::ostream & </td>
<td class="paramname"> <em>os</em>, </td>
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<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>
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<td>)</td>
<td></td><td></td><td> const<code> [protected, virtual]</code></td>
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<p>
Methods invoked by <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> to print information about the object including superclasses. Typically not called by the user (use <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> instead) but used in the hierarchical print process to combine the output of several classes.
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#d83c42b3e708ddd6601b9b8fb4ad9565">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
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<a class="anchor" name="53f01227f6e1d236af409a9f90948734"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::PrintTrailer" ref="53f01227f6e1d236af409a9f90948734" args="(std::ostream &os, Indent indent) const " -->
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<td class="memname">virtual void itk::LightObject::PrintTrailer </td>
<td>(</td>
<td class="paramtype">std::ostream & </td>
<td class="paramname"> <em>os</em>, </td>
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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>
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<td></td>
<td>)</td>
<td></td><td></td><td> const<code> [protected, virtual, inherited]</code></td>
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<p>
Methods invoked by <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> to print information about the object including superclasses. Typically not called by the user (use <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> instead) but used in the hierarchical print process to combine the output of several classes.
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<a class="anchor" name="0cdbcf8585409596b9deabed98ce19a1"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::Register" ref="0cdbcf8585409596b9deabed98ce19a1" args="() const " -->
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<td class="memname">virtual void itk::Object::Register </td>
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Increase the reference count (mark as used by another object).
<p>Reimplemented from <a class="el" href="classitk_1_1LightObject.html#ae9bb60ec4be7ddd5f4ddbf3ee554b93">itk::LightObject</a>.</p>
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<a class="anchor" name="1d681b7e17fc204ad22b84d1e924784e"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::RemoveAllObservers" ref="1d681b7e17fc204ad22b84d1e924784e" args="()" -->
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<td class="memname">void itk::Object::RemoveAllObservers </td>
<td>(</td>
<td class="paramname"> </td>
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<td><code> [inherited]</code></td>
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Remove all observers .
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<a class="anchor" name="d35bf2647e1d1c1dc34289d5aeb1d041"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::RemoveObserver" ref="d35bf2647e1d1c1dc34289d5aeb1d041" args="(unsigned long tag)" -->
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<td class="memname">void itk::Object::RemoveObserver </td>
<td>(</td>
<td class="paramtype">unsigned long </td>
<td class="paramname"> <em>tag</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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Remove the observer with this tag value.
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<a class="anchor" name="0b7aabc3944effad59f0f048d621645d"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::SetDebug" ref="0b7aabc3944effad59f0f048d621645d" args="(bool debugFlag) const " -->
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<td class="memname">void itk::Object::SetDebug </td>
<td>(</td>
<td class="paramtype">bool </td>
<td class="paramname"> <em>debugFlag</em> </td>
<td> ) </td>
<td> const<code> [inherited]</code></td>
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Set the value of the debug flag. <a class="el" href="classA.html">A</a> non-zero value turns debugging on.
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<a class="anchor" name="d8741136cb37a25e64c62ebf91794d4a"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::SetGlobalWarningDisplay" ref="d8741136cb37a25e64c62ebf91794d4a" args="(bool flag)" -->
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<td class="memname">static void itk::Object::SetGlobalWarningDisplay </td>
<td>(</td>
<td class="paramtype">bool </td>
<td class="paramname"> <em>flag</em> </td>
<td> ) </td>
<td><code> [static, inherited]</code></td>
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<p>
This is a global flag that controls whether any debug, warning or error messages are displayed.
<p>Referenced by <a class="el" href="itkObject_8h_source.html#l00100">itk::Object::GlobalWarningDisplayOff()</a>, and <a class="el" href="itkObject_8h_source.html#l00098">itk::Object::GlobalWarningDisplayOn()</a>.</p>
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<a class="anchor" name="cdc59b2a972f3c8935705ffb50f45991"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::SetMembershipFunction" ref="cdc59b2a972f3c8935705ffb50f45991" args="(MembershipFunctionType *function)" -->
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template<class TSample > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::SetMembershipFunction </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1Statistics_1_1MembershipFunctionBase.html">MembershipFunctionType</a> * </td>
<td class="paramname"> <em>function</em> </td>
<td> ) </td>
<td><code> [protected, inherited]</code></td>
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</table>
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<div class="memdoc">
<p>
stores the pointer to the membership function. subclasses use this funtion to store their membership function object after dynamic creation
</div>
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<a class="anchor" name="7b61a8c36e3ddda0b464c064c4e25eff"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::SetMetaDataDictionary" ref="7b61a8c36e3ddda0b464c064c4e25eff" args="(const MetaDataDictionary &rhs)" -->
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<td class="memname">void itk::Object::SetMetaDataDictionary </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> & </td>
<td class="paramname"> <em>rhs</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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<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>
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<a class="anchor" name="7221438c69394fee305cc5a2287db29e"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::SetMinimalParametersChange" ref="7221438c69394fee305cc5a2287db29e" args="(double change)" -->
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template<class TSample > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::SetMinimalParametersChange </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>change</em> </td>
<td> ) </td>
<td><code> [inline, inherited]</code></td>
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<p>
<p>Definition at line <a class="el" href="itkMixtureModelComponentBase_8h_source.html#l00092">92</a> of file <a class="el" href="itkMixtureModelComponentBase_8h_source.html">itkMixtureModelComponentBase.h</a>.</p>
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<a class="anchor" name="2c04dffa939247db258fea4098f1d43e"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::SetParameters" ref="2c04dffa939247db258fea4098f1d43e" args="(const ParametersType &parameters)" -->
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template<class TSample > </div>
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<td class="memname">virtual void <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::SetParameters </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1Array.html">ParametersType</a> & </td>
<td class="paramname"> <em>parameters</em> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
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<p>
</div>
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<a class="anchor" name="66d834d25f8fa3d21bd7449f639aad28"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::SetParameters" ref="66d834d25f8fa3d21bd7449f639aad28" args="(const ParametersType &parameters)" -->
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template<class TSample > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::SetParameters </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html#620980b60193601569b15c6887bfa120">ParametersType</a> & </td>
<td class="paramname"> <em>parameters</em> </td>
<td> ) </td>
<td></td>
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<div class="memdoc">
<p>
Sets the component's distribution parameters.
</div>
</div><p>
<a class="anchor" name="10988882bd8c63886182f959ce5e0b3b"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::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>
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<a class="anchor" name="ef9cba4c53aec0f72a86fcc81203945c"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::SetSample" ref="ef9cba4c53aec0f72a86fcc81203945c" args="(const TSample *sample)" -->
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template<class TSample > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1GaussianMixtureModelComponent.html">itk::Statistics::GaussianMixtureModelComponent</a>< TSample >::SetSample </td>
<td>(</td>
<td class="paramtype">const TSample * </td>
<td class="paramname"> <em>sample</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Sets the input sample
<p>Reimplemented from <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html#12e467d4576bee68bf33b2838572890d">itk::Statistics::MixtureModelComponentBase< TSample ></a>.</p>
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<a class="anchor" name="d6325945567b4676faae65eac39f3af3"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::SetWeight" ref="d6325945567b4676faae65eac39f3af3" args="(int index, double value)" -->
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template<class TSample > </div>
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<td class="memname">void <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::SetWeight </td>
<td>(</td>
<td class="paramtype">int </td>
<td class="paramname"> <em>index</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">double </td>
<td class="paramname"> <em>value</em></td><td> </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td><td><code> [inherited]</code></td>
</tr>
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<div class="memdoc">
<p>
sets the index-th weight with the "value"
</div>
</div><p>
<a class="anchor" name="eb964c23f5ea55c3896efdc645524e55"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::UnRegister" ref="eb964c23f5ea55c3896efdc645524e55" args="() const " -->
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<td class="memname">virtual void itk::Object::UnRegister </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
</tr>
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<p>
Decrease the reference count (release by another object).
<p>Reimplemented from <a class="el" href="classitk_1_1LightObject.html#685281de558804ff66fab3ab50744b78">itk::LightObject</a>.</p>
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</div><p>
<a class="anchor" name="44c118923ce5582ab8e3a228cac5db41"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::Update" ref="44c118923ce5582ab8e3a228cac5db41" args="()" -->
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template<class TSample > </div>
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<td class="memname">virtual void <a class="el" href="classitk_1_1Statistics_1_1MixtureModelComponentBase.html">itk::Statistics::MixtureModelComponentBase</a>< TSample >::Update </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
</tr>
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<p>
</div>
</div><p>
<hr><h2>Member Data Documentation</h2>
<a class="anchor" name="499dbc304e9a6b929a4f339308788456"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::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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<p>
Number of uses of this object by other objects.
<p>Definition at line <a class="el" href="itkLightObject_8h_source.html#l00144">144</a> of file <a class="el" href="itkLightObject_8h_source.html">itkLightObject.h</a>.</p>
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<a class="anchor" name="b44ec95ff62bd5ea0315f7546ecac368"></a><!-- doxytag: member="itk::Statistics::GaussianMixtureModelComponent::m_ReferenceCountLock" ref="b44ec95ff62bd5ea0315f7546ecac368" args="" -->
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<td class="memname"><a class="el" href="classitk_1_1SimpleFastMutexLock.html">SimpleFastMutexLock</a> <a class="el" href="classitk_1_1LightObject.html#b44ec95ff62bd5ea0315f7546ecac368">itk::LightObject::m_ReferenceCountLock</a><code> [mutable, protected, inherited]</code> </td>
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<p>
Mutex lock to protect modification to the reference count
<p>Definition at line <a class="el" href="itkLightObject_8h_source.html#l00147">147</a> of file <a class="el" href="itkLightObject_8h_source.html">itkLightObject.h</a>.</p>
</div>
</div><p>
<hr>The documentation for this class was generated from the following file:<ul>
<li><a class="el" href="itkGaussianMixtureModelComponent_8h_source.html">itkGaussianMixtureModelComponent.h</a></ul>
</div>
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