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<h1>itkKdTreeGenerator.h</h1><a href="itkKdTreeGenerator_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: itkKdTreeGenerator.h,v $</span>
<a name="l00005"></a>00005 <span class="comment"> Language: C++</span>
<a name="l00006"></a>00006 <span class="comment"> Date: $Date: 2008-04-25 22:36:09 $</span>
<a name="l00007"></a>00007 <span class="comment"> Version: $Revision: 1.15 $</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 __itkKdTreeGenerator_h</span>
<a name="l00018"></a>00018 <span class="preprocessor"></span><span class="preprocessor">#define __itkKdTreeGenerator_h</span>
<a name="l00019"></a>00019 <span class="preprocessor"></span>
<a name="l00020"></a>00020 <span class="preprocessor">#include <vector></span>
<a name="l00021"></a>00021 <span class="preprocessor">#include "<a class="code" href="itkMacro_8h.html">itkMacro.h</a>"</span>
<a name="l00022"></a>00022 <span class="preprocessor">#include "<a class="code" href="itkPoint_8h.html">itkPoint.h</a>"</span>
<a name="l00023"></a>00023 <span class="preprocessor">#include "<a class="code" href="itkSize_8h.html">itkSize.h</a>"</span>
<a name="l00024"></a>00024 <span class="preprocessor">#include "<a class="code" href="itkObject_8h.html">itkObject.h</a>"</span>
<a name="l00025"></a>00025
<a name="l00026"></a>00026 <span class="preprocessor">#include "<a class="code" href="itkSample_8h.html">itkSample.h</a>"</span>
<a name="l00027"></a>00027 <span class="preprocessor">#include "<a class="code" href="itkSubsample_8h.html">itkSubsample.h</a>"</span>
<a name="l00028"></a>00028 <span class="preprocessor">#include "<a class="code" href="itkKdTree_8h.html">itkKdTree.h</a>"</span>
<a name="l00029"></a>00029 <span class="preprocessor">#include "<a class="code" href="itkStatisticsAlgorithm_8h.html">itkStatisticsAlgorithm.h</a>"</span>
<a name="l00030"></a>00030
<a name="l00031"></a>00031 <span class="keyword">namespace </span>itk{
<a name="l00032"></a>00032 <span class="keyword">namespace </span>Statistics{
<a name="l00033"></a>00033
<a name="l00068"></a>00068 <span class="keyword">template</span> < <span class="keyword">class</span> TSample >
<a name="l00069"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html">00069</a> <span class="keyword">class </span><a class="code" href="itkWin32Header_8h.html#7d4384322557205d75f0719c012dded6">ITK_EXPORT</a> <a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html" title="This class generates a KdTree object without centroid information.">KdTreeGenerator</a> : <span class="keyword">public</span> <a class="code" href="classitk_1_1Object.html" title="Base class for most itk classes.">Object</a>
<a name="l00070"></a>00070 {
<a name="l00071"></a>00071 <span class="keyword">public</span>:
<a name="l00073"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#c0b1e2084924a8b12d1676706765a889">00073</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html" title="This class generates a KdTree object without centroid information.">KdTreeGenerator</a> <a class="code" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes.">Self</a>;
<a name="l00074"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#b3429528b1408a546f747bcd9a5a63da">00074</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Object.html" title="Base class for most itk classes.">Object</a> <a class="code" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes.">Superclass</a>;
<a name="l00075"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#885c6c0919de220c5f6a8147ea3438ec">00075</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1SmartPointer.html">SmartPointer<Self></a> <a class="code" href="classitk_1_1SmartPointer.html">Pointer</a>;
<a name="l00076"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#d729b43dd738cc5d7ae34eb333c6241f">00076</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1SmartPointer.html">SmartPointer<const Self></a> <a class="code" href="classitk_1_1SmartPointer.html">ConstPointer</a>;
<a name="l00077"></a>00077
<a name="l00079"></a>00079 <a class="code" href="itkMacro_8h.html#574c1f86661d409dd32c742307a0e96a">itkTypeMacro</a>(<a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html" title="This class generates a KdTree object without centroid information.">KdTreeGenerator</a>, <a class="code" href="classitk_1_1Object.html" title="Base class for most itk classes.">Object</a>);
<a name="l00080"></a>00080
<a name="l00082"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#f7c960b5203c8e5ef2a7d5b64e58e2f1">00082</a> <a class="code" href="itkMacro_8h.html#0fdc15685afa271857c57e7cd482f30c">itkNewMacro</a>(<a class="code" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes.">Self</a>);
<a name="l00083"></a>00083
<a name="l00085"></a>00085 <span class="keyword">typedef</span> <span class="keyword">typename</span> TSample::MeasurementVectorType MeasurementVectorType;
<a name="l00086"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#2108e83cffe8f9ad92003be3c3089191">00086</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> TSample::MeasurementType MeasurementType;
<a name="l00087"></a>00087
<a name="l00089"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#6fa6b5a8fa70059a5bff500f71ea3b57">00089</a> <span class="keyword">typedef</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> MeasurementVectorSizeType;
<a name="l00090"></a>00090
<a name="l00092"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#027808ecea39baeb4c1a2adfe247bad2">00092</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1KdTree.html" title="This class provides methods for k-nearest neighbor search and related data structures...">KdTree< TSample ></a> <a class="code" href="classitk_1_1Statistics_1_1KdTree.html" title="This class provides methods for k-nearest neighbor search and related data structures...">KdTreeType</a>;
<a name="l00093"></a>00093
<a name="l00095"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#f3455984762d601bcd8fceda05ccf16e">00095</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1KdTree.html" title="This class provides methods for k-nearest neighbor search and related data structures...">KdTreeType</a> <a class="code" href="classitk_1_1Statistics_1_1KdTree.html" title="This class provides methods for k-nearest neighbor search and related data structures...">OutputType</a>;
<a name="l00096"></a>00096
<a name="l00098"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#90e9fe7eb9d0c1aa7c6e2882e5ca3dc8">00098</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1SmartPointer.html">KdTreeType::Pointer</a> <a class="code" href="classitk_1_1SmartPointer.html">OutputPointer</a>;
<a name="l00099"></a>00099
<a name="l00101"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#074c83a38108b712d829febd7d8afe27">00101</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="structitk_1_1Statistics_1_1KdTreeNode.html" title="This class defines the interface of its derived classes.">KdTreeType::KdTreeNodeType</a> <a class="code" href="structitk_1_1Statistics_1_1KdTreeNode.html" title="This class defines the interface of its derived classes.">KdTreeNodeType</a>;
<a name="l00102"></a>00102
<a name="l00104"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#7ed273c0a25950c8e01bc89c657f3d77">00104</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1Subsample.html" title="This class stores a subset of instance identifiers from another sample object. You...">Subsample< TSample ></a> <a class="code" href="classitk_1_1Statistics_1_1Subsample.html" title="This class stores a subset of instance identifiers from another sample object. You...">SubsampleType</a>;
<a name="l00105"></a>00105
<a name="l00107"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#8a7a94245fd411f81f8d524573f0250a">00107</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1SmartPointer.html">SubsampleType::Pointer</a> <a class="code" href="classitk_1_1SmartPointer.html">SubsamplePointer</a>;
<a name="l00108"></a>00108
<a name="l00110"></a>00110 <span class="keywordtype">void</span> SetSample(TSample* sample);
<a name="l00111"></a>00111
<a name="l00114"></a>00114 <span class="keywordtype">void</span> SetBucketSize(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> size);
<a name="l00115"></a>00115
<a name="l00117"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#16448c90f534b854b840da84e7244eaa">00117</a> <a class="code" href="classitk_1_1SmartPointer.html">OutputPointer</a> GetOutput()
<a name="l00118"></a>00118 { <span class="keywordflow">return</span> m_Tree; }
<a name="l00119"></a>00119
<a name="l00121"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#a5e1160484d48752eaa5c09c78d2ba28">00121</a> <span class="keywordtype">void</span> Update()
<a name="l00122"></a>00122 { this-><a class="code" href="namespaceHardConnectedComponentImageFilter.html#f75a5945cdd8315676941024a0b8c1e9">GenerateData</a>(); }
<a name="l00123"></a>00123
<a name="l00125"></a>00125 <span class="keywordtype">void</span> <a class="code" href="namespaceHardConnectedComponentImageFilter.html#f75a5945cdd8315676941024a0b8c1e9">GenerateData</a>();
<a name="l00126"></a>00126
<a name="l00128"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#1756b294e67038d1b940953bfa9d88ed">00128</a> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> TotalInstance;
<a name="l00129"></a>00129
<a name="l00132"></a>00132 <a class="code" href="itkMacro_8h.html#89294335d94b115d40e2603f2fff7950">itkGetConstMacro</a>( MeasurementVectorSize, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> );
<a name="l00133"></a>00133
<a name="l00134"></a>00134 <span class="keyword">protected</span>:
<a name="l00136"></a>00136 <a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html" title="This class generates a KdTree object without centroid information.">KdTreeGenerator</a>();
<a name="l00137"></a>00137
<a name="l00139"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#81998bcf9ccd6d5397a47d3286bb8879">00139</a> <span class="keyword">virtual</span> <a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#81998bcf9ccd6d5397a47d3286bb8879">~KdTreeGenerator</a>() {}
<a name="l00140"></a>00140
<a name="l00141"></a>00141 <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="l00142"></a>00142
<a name="l00144"></a><a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html#621afa8a1554c41c8f70448341b89492">00144</a> <a class="code" href="classitk_1_1SmartPointer.html">SubsamplePointer</a> GetSubsample()
<a name="l00145"></a>00145 { <span class="keywordflow">return</span> m_Subsample; }
<a name="l00146"></a>00146
<a name="l00148"></a>00148 <span class="keyword">virtual</span> KdTreeNodeType* GenerateNonterminalNode(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> beginIndex,
<a name="l00149"></a>00149 <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> endIndex,
<a name="l00150"></a>00150 MeasurementVectorType
<a name="l00151"></a>00151 &lowerBound,
<a name="l00152"></a>00152 MeasurementVectorType
<a name="l00153"></a>00153 &upperBound,
<a name="l00154"></a>00154 <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> level);
<a name="l00155"></a>00155
<a name="l00157"></a>00157 KdTreeNodeType* GenerateTreeLoop(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> beginIndex, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> endIndex,
<a name="l00158"></a>00158 MeasurementVectorType &lowerBound,
<a name="l00159"></a>00159 MeasurementVectorType &upperBound,
<a name="l00160"></a>00160 <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> level);
<a name="l00161"></a>00161
<a name="l00162"></a>00162 <span class="keyword">private</span>:
<a name="l00163"></a>00163 <a class="code" href="classitk_1_1Statistics_1_1KdTreeGenerator.html" title="This class generates a KdTree object without centroid information.">KdTreeGenerator</a>(<span class="keyword">const</span> <a class="code" href="namespaceHardConnectedComponentImageFilter.html#ac7d0120fe5292cdcdddb6163b8cb150">Self</a>&); <span class="comment">//purposely not implemented</span>
<a name="l00164"></a>00164 <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="l00165"></a>00165
<a name="l00167"></a>00167 TSample* m_SourceSample;
<a name="l00168"></a>00168
<a name="l00172"></a>00172 SubsamplePointer m_Subsample;
<a name="l00173"></a>00173
<a name="l00176"></a>00176 <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_BucketSize;
<a name="l00177"></a>00177
<a name="l00179"></a>00179 OutputPointer m_Tree;
<a name="l00180"></a>00180
<a name="l00182"></a>00182 MeasurementVectorType m_TempLowerBound;
<a name="l00183"></a>00183
<a name="l00185"></a>00185 MeasurementVectorType m_TempUpperBound;
<a name="l00186"></a>00186
<a name="l00188"></a>00188 MeasurementVectorType m_TempMean;
<a name="l00189"></a>00189
<a name="l00191"></a>00191 MeasurementVectorSizeType m_MeasurementVectorSize;
<a name="l00192"></a>00192 }; <span class="comment">// end of class</span>
<a name="l00193"></a>00193
<a name="l00194"></a>00194 } <span class="comment">// end of namespace Statistics</span>
<a name="l00195"></a>00195 } <span class="comment">// end of namespace itk</span>
<a name="l00196"></a>00196
<a name="l00197"></a>00197 <span class="preprocessor">#ifndef ITK_MANUAL_INSTANTIATION</span>
<a name="l00198"></a>00198 <span class="preprocessor"></span><span class="preprocessor">#include "itkKdTreeGenerator.txx"</span>
<a name="l00199"></a>00199 <span class="preprocessor">#endif</span>
<a name="l00200"></a>00200 <span class="preprocessor"></span>
<a name="l00201"></a>00201 <span class="preprocessor">#endif</span>
<a name="l00202"></a>00202 <span class="preprocessor"></span>
</pre></div></div>
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