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<h1>itkClassifierBase.h</h1><a href="itkClassifierBase_8h.html">Go to the documentation of this file.</a><div class="fragment"><pre class="fragment"><a name="l00001"></a>00001 <span class="comment">/*=========================================================================</span>
<a name="l00002"></a>00002 <span class="comment"></span>
<a name="l00003"></a>00003 <span class="comment"> Program: Insight Segmentation & Registration Toolkit</span>
<a name="l00004"></a>00004 <span class="comment"> Module: $RCSfile: itkClassifierBase.h,v $</span>
<a name="l00005"></a>00005 <span class="comment"> Language: C++</span>
<a name="l00006"></a>00006 <span class="comment"> Date: $Date: 2008-10-23 16:15:23 $</span>
<a name="l00007"></a>00007 <span class="comment"> Version: $Revision: 1.12 $</span>
<a name="l00008"></a>00008 <span class="comment"></span>
<a name="l00009"></a>00009 <span class="comment"> Copyright (c) Insight Software Consortium. All rights reserved.</span>
<a name="l00010"></a>00010 <span class="comment"> See ITKCopyright.txt or http://www.itk.org/HTML/Copyright.htm for details.</span>
<a name="l00011"></a>00011 <span class="comment"></span>
<a name="l00012"></a>00012 <span class="comment"> This software is distributed WITHOUT ANY WARRANTY; without even </span>
<a name="l00013"></a>00013 <span class="comment"> the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR </span>
<a name="l00014"></a>00014 <span class="comment"> PURPOSE. See the above copyright notices for more information.</span>
<a name="l00015"></a>00015 <span class="comment"></span>
<a name="l00016"></a>00016 <span class="comment">=========================================================================*/</span>
<a name="l00017"></a>00017 <span class="preprocessor">#ifndef __itkClassifierBase_h</span>
<a name="l00018"></a>00018 <span class="preprocessor"></span><span class="preprocessor">#define __itkClassifierBase_h</span>
<a name="l00019"></a>00019 <span class="preprocessor"></span>
<a name="l00020"></a>00020 <span class="preprocessor">#include "<a class="code" href="itkLightProcessObject_8h.html">itkLightProcessObject.h</a>"</span>
<a name="l00021"></a>00021 <span class="preprocessor">#include "<a class="code" href="itkMembershipFunctionBase_8h.html">itkMembershipFunctionBase.h</a>"</span>
<a name="l00022"></a>00022 <span class="preprocessor">#include "<a class="code" href="itkDecisionRuleBase_8h.html">itkDecisionRuleBase.h</a>"</span>
<a name="l00023"></a>00023
<a name="l00024"></a>00024 <span class="preprocessor">#include <vector></span>
<a name="l00025"></a>00025
<a name="l00026"></a>00026 <span class="keyword">namespace </span>itk
<a name="l00027"></a>00027 {
<a name="l00028"></a>00028
<a name="l00085"></a>00085 <span class="keyword">template</span> <<span class="keyword">class</span> TDataContainer>
<a name="l00086"></a><a class="code" href="classitk_1_1ClassifierBase.html">00086</a> <span class="keyword">class </span><a class="code" href="itkWin32Header_8h.html#7d4384322557205d75f0719c012dded6">ITK_EXPORT</a> <a class="code" href="classitk_1_1ClassifierBase.html" title="Base class for classifier object.">ClassifierBase</a> : <span class="keyword">public</span> <a class="code" href="classitk_1_1LightProcessObject.html" title="LightProcessObject is the base class for all process objects (source, filters, mappers)...">LightProcessObject</a>
<a name="l00087"></a>00087 {
<a name="l00088"></a>00088 <span class="keyword">public</span>:
<a name="l00090"></a><a class="code" href="classitk_1_1ClassifierBase.html#2af55444778529c25cfe14e2350138dd">00090</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1ClassifierBase.html" title="Base class for classifier object.">ClassifierBase</a> <a class="code" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes.">Self</a>;
<a name="l00091"></a><a class="code" href="classitk_1_1ClassifierBase.html#2f0fb6fce3d70ef2d7a5835d0d475b22">00091</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1LightProcessObject.html" title="LightProcessObject is the base class for all process objects (source, filters, mappers)...">LightProcessObject</a> <a class="code" href="classitk_1_1Object.html" title="Base class for most itk classes.">Superclass</a>;
<a name="l00092"></a>00092
<a name="l00094"></a>00094 <a class="code" href="itkMacro_8h.html#574c1f86661d409dd32c742307a0e96a">itkTypeMacro</a>(<a class="code" href="classitk_1_1ClassifierBase.html" title="Base class for classifier object.">ClassifierBase</a>,<a class="code" href="classitk_1_1LightProcessObject.html" title="LightProcessObject is the base class for all process objects (source, filters, mappers)...">LightProcessObject</a>);
<a name="l00095"></a>00095
<a name="l00097"></a>00097 <a class="code" href="itkMacro_8h.html#7ebdd33cc5e7d74720ced9099c034faa">itkSetMacro</a>(NumberOfClasses, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>);
<a name="l00098"></a>00098
<a name="l00100"></a><a class="code" href="classitk_1_1ClassifierBase.html#1960f6c80f725fec4fdb7834c4f1b7a8">00100</a> <a class="code" href="itkMacro_8h.html#7d989c13a1a213168db99ae0f84185d4">itkGetConstReferenceMacro</a>(NumberOfClasses, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>);
<a name="l00101"></a>00101
<a name="l00103"></a>00103 <span class="keyword">typedef</span> <span class="keyword">typename</span> TDataContainer::ValueType MeasurementVectorType;
<a name="l00104"></a>00104
<a name="l00106"></a>00106 <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1MembershipFunctionBase.html" title="MembershipFunctionBase class declares common interfaces for membership functions...">Statistics::MembershipFunctionBase< MeasurementVectorType ></a>
<a name="l00107"></a><a class="code" href="classitk_1_1ClassifierBase.html#d0b0a2e6a19efb70990ba38dce2ee7ce">00107</a> <a class="code" href="classitk_1_1Statistics_1_1MembershipFunctionBase.html" title="MembershipFunctionBase class declares common interfaces for membership functions...">MembershipFunctionType</a>;
<a name="l00108"></a><a class="code" href="classitk_1_1ClassifierBase.html#0b0c7936ffe3c2ef4788a2d57e876617">00108</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1SmartPointer.html">MembershipFunctionType::Pointer</a> <a class="code" href="classitk_1_1SmartPointer.html">MembershipFunctionPointer</a>;
<a name="l00109"></a>00109
<a name="l00110"></a>00110 <span class="keyword">typedef</span> std::vector< MembershipFunctionPointer >
<a name="l00111"></a><a class="code" href="classitk_1_1ClassifierBase.html#9822123428d0ff750e4c1cf427a44fcd">00111</a> MembershipFunctionPointerVector;
<a name="l00112"></a>00112
<a name="l00114"></a><a class="code" href="classitk_1_1ClassifierBase.html#5673744769ff4ad5d2717cae755abf6e">00114</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1DecisionRuleBase.html" title="Base class that allows the setting of usage of differnt decision rules used in classification...">DecisionRuleBase</a> <a class="code" href="classitk_1_1DecisionRuleBase.html" title="Base class that allows the setting of usage of differnt decision rules used in classification...">DecisionRuleType</a>;
<a name="l00115"></a>00115
<a name="l00119"></a><a class="code" href="classitk_1_1ClassifierBase.html#15858d33d2c67d482055247119b3fa78">00119</a> <span class="keywordtype">void</span> SetDecisionRule( <a class="code" href="classitk_1_1DecisionRuleBase.html" title="Base class that allows the setting of usage of differnt decision rules used in classification...">DecisionRuleType</a>* ptrToDecisionRule )
<a name="l00120"></a>00120 {
<a name="l00121"></a>00121 m_DecisionRule = ptrToDecisionRule;
<a name="l00122"></a>00122 }
<a name="l00123"></a>00123
<a name="l00125"></a><a class="code" href="classitk_1_1ClassifierBase.html#d728e74ef34a4469ff14e73dd917293e">00125</a> <a class="code" href="classitk_1_1DecisionRuleBase.html" title="Base class that allows the setting of usage of differnt decision rules used in classification...">DecisionRuleType</a>* GetDecisionRule(<span class="keywordtype">void</span>)
<a name="l00126"></a>00126 {
<a name="l00127"></a>00127 <span class="keywordflow">return</span> m_DecisionRule.GetPointer();
<a name="l00128"></a>00128 }
<a name="l00129"></a>00129
<a name="l00134"></a><a class="code" href="classitk_1_1ClassifierBase.html#22c5471fd01316ec1e84a6ba49cdf975">00134</a> <span class="keyword">const</span> <a class="code" href="classitk_1_1Statistics_1_1MembershipFunctionBase.html" title="MembershipFunctionBase class declares common interfaces for membership functions...">MembershipFunctionType</a>* GetMembershipFunction(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> index)<span class="keyword">const</span>
<a name="l00135"></a>00135 <span class="keyword"> </span>{
<a name="l00136"></a>00136 <span class="keywordflow">return</span> m_MembershipFunctions[index].GetPointer();
<a name="l00137"></a>00137 }
<a name="l00138"></a>00138
<a name="l00140"></a><a class="code" href="classitk_1_1ClassifierBase.html#42d5af9aa8de63090ef0f4b457583095">00140</a> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> GetNumberOfMembershipFunctions()
<a name="l00141"></a>00141 {
<a name="l00142"></a>00142 <span class="keywordflow">return</span> <span class="keyword">static_cast<</span><span class="keywordtype">unsigned</span> <span class="keywordtype">int</span><span class="keyword">></span>( m_MembershipFunctions.size() );
<a name="l00143"></a>00143 }
<a name="l00144"></a>00144
<a name="l00146"></a>00146 <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> AddMembershipFunction(MembershipFunctionType* function);
<a name="l00147"></a>00147
<a name="l00149"></a>00149 <span class="keywordtype">void</span> Update();
<a name="l00150"></a>00150
<a name="l00151"></a>00151 <span class="keyword">protected</span>:
<a name="l00152"></a>00152 <a class="code" href="classitk_1_1ClassifierBase.html" title="Base class for classifier object.">ClassifierBase</a>();
<a name="l00153"></a>00153 ~<a class="code" href="classitk_1_1ClassifierBase.html" title="Base class for classifier object.">ClassifierBase</a>();
<a name="l00154"></a>00154 <span class="keywordtype">void</span> <a class="code" href="namespaceHardConnectedComponentImageFilter.html#920ae03048a5ad715d803ca2e92b52de">PrintSelf</a>(std::ostream& os, <a class="code" href="classitk_1_1Indent.html" title="Control indentation during Print() invocation.">Indent</a> indent) <span class="keyword">const</span>;
<a name="l00155"></a>00155
<a name="l00158"></a>00158 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="namespaceHardConnectedComponentImageFilter.html#f75a5945cdd8315676941024a0b8c1e9">GenerateData</a>() = 0;
<a name="l00159"></a>00159
<a name="l00160"></a>00160 <span class="keyword">private</span>:
<a name="l00161"></a>00161 <a class="code" href="classitk_1_1ClassifierBase.html" title="Base class for classifier object.">ClassifierBase</a>(<span class="keyword">const</span> <a class="code" href="namespaceHardConnectedComponentImageFilter.html#ac7d0120fe5292cdcdddb6163b8cb150">Self</a>&); <span class="comment">//purposely not implemented</span>
<a name="l00162"></a>00162 <span class="keywordtype">void</span> operator=(<span class="keyword">const</span> <a class="code" href="namespaceHardConnectedComponentImageFilter.html#ac7d0120fe5292cdcdddb6163b8cb150">Self</a>&); <span class="comment">//purposely not implemented</span>
<a name="l00163"></a>00163
<a name="l00165"></a>00165 <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_NumberOfClasses;
<a name="l00166"></a>00166
<a name="l00168"></a>00168 <span class="keyword">typename</span> <a class="code" href="itkFEMMacro_8h.html#539cce1a3282ba59952dedcbf9cdb23f">DecisionRuleType::Pointer</a> m_DecisionRule;
<a name="l00169"></a>00169
<a name="l00171"></a>00171 MembershipFunctionPointerVector m_MembershipFunctions;
<a name="l00172"></a>00172
<a name="l00173"></a>00173 }; <span class="comment">// class Classifier</span>
<a name="l00174"></a>00174
<a name="l00175"></a>00175
<a name="l00176"></a>00176 } <span class="comment">// namespace itk</span>
<a name="l00177"></a>00177
<a name="l00178"></a>00178 <span class="preprocessor">#ifndef ITK_MANUAL_INSTANTIATION</span>
<a name="l00179"></a>00179 <span class="preprocessor"></span><span class="preprocessor">#include "itkClassifierBase.txx"</span>
<a name="l00180"></a>00180 <span class="preprocessor">#endif</span>
<a name="l00181"></a>00181 <span class="preprocessor"></span>
<a name="l00182"></a>00182 <span class="preprocessor">#endif</span>
<a name="l00183"></a>00183 <span class="preprocessor"></span>
</pre></div></div>
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