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<h1>itkRBFLayer.h</h1><a href="itkRBFLayer_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: itkRBFLayer.h,v $</span>
<a name="l00005"></a>00005 <span class="comment">Language: C++</span>
<a name="l00006"></a>00006 <span class="comment">Date: $Date: 2009-01-28 21:04:59 $</span>
<a name="l00007"></a>00007 <span class="comment">Version: $Revision: 1.11 $</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 __itkRBFLayer_h</span>
<a name="l00018"></a>00018 <span class="preprocessor"></span><span class="preprocessor">#define __itkRBFLayer_h</span>
<a name="l00019"></a>00019 <span class="preprocessor"></span>
<a name="l00020"></a>00020 <span class="preprocessor">#include "<a class="code" href="itkCompletelyConnectedWeightSet_8h.html">itkCompletelyConnectedWeightSet.h</a>"</span>
<a name="l00021"></a>00021 <span class="preprocessor">#include "<a class="code" href="itkLayerBase_8h.html">itkLayerBase.h</a>"</span>
<a name="l00022"></a>00022 <span class="preprocessor">#include "<a class="code" href="itkObject_8h.html">itkObject.h</a>"</span>
<a name="l00023"></a>00023 <span class="preprocessor">#include "<a class="code" href="itkMacro_8h.html">itkMacro.h</a>"</span>
<a name="l00024"></a>00024 <span class="preprocessor">#include "<a class="code" href="itkRadialBasisFunctionBase_8h.html">itkRadialBasisFunctionBase.h</a>"</span>
<a name="l00025"></a>00025 <span class="preprocessor">#include "<a class="code" href="itkEuclideanDistance_8h.html">itkEuclideanDistance.h</a>"</span>
<a name="l00026"></a>00026
<a name="l00027"></a>00027 <span class="keyword">namespace </span>itk
<a name="l00028"></a>00028 {
<a name="l00029"></a>00029 <span class="keyword">namespace </span>Statistics
<a name="l00030"></a>00030 {
<a name="l00031"></a>00031 <span class="keyword">template</span><<span class="keyword">class</span> TMeasurementVector, <span class="keyword">class</span> TTargetVector>
<a name="l00032"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html">00032</a> <span class="keyword">class </span><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html">RBFLayer</a> : <span class="keyword">public</span> <a class="code" href="classitk_1_1Statistics_1_1LayerBase.html">LayerBase</a><TMeasurementVector, TTargetVector>
<a name="l00033"></a>00033 {
<a name="l00034"></a>00034 <span class="keyword">public</span>:
<a name="l00035"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#bea8763aa9df3931ed024e653b231e5a">00035</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html">RBFLayer</a> <a class="code" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes.">Self</a>;
<a name="l00036"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#217625f679b416df402ceedc697ec78c">00036</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1LayerBase.html">LayerBase<TMeasurementVector, TTargetVector></a> <a class="code" href="classitk_1_1Object.html" title="Base class for most itk classes.">Superclass</a>;
<a name="l00037"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#479e0a331aaefc51456c8d3094a0866e">00037</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="l00038"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#defa83af605126ea353b881c3ede0f55">00038</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="l00039"></a>00039
<a name="l00041"></a>00041 <a class="code" href="itkMacro_8h.html#574c1f86661d409dd32c742307a0e96a">itkTypeMacro</a>(<a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html">RBFLayer</a>, <a class="code" href="classitk_1_1Statistics_1_1LayerBase.html">LayerBase</a>);
<a name="l00042"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">00042</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="l00044"></a>00044
<a name="l00045"></a>00045 <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1LayerBase.html#1ee862348f453c48543f3a9da12aadaa">Superclass::ValueType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a>;
<a name="l00046"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#2a300ed2bb61b531314057ca2b5548b0">00046</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1LayerBase.html#3f57a21ac9c42b0fb58eb31e17f92f5b">Superclass::ValuePointer</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#2a300ed2bb61b531314057ca2b5548b0">ValuePointer</a>;
<a name="l00047"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#a96ad61d11ccba2b25ebf4b5273331e6">00047</a> <span class="keyword">typedef</span> <a class="code" href="classvnl__vector.html">vnl_vector<ValueType></a> <a class="code" href="classvnl__vector.html">NodeVectorType</a>;
<a name="l00048"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#890ea754a5d97886764780b873d22e65">00048</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1LayerBase.html#40f7fe1ba12f24f83d354ecd531908f4">Superclass::InternalVectorType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#890ea754a5d97886764780b873d22e65">InternalVectorType</a>;
<a name="l00049"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#5c4b414ee07fa6bc5cd43198b1a6db2b">00049</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1LayerBase.html#88584d6bfcfe19ec2325c2d9943479b7">Superclass::OutputVectorType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#5c4b414ee07fa6bc5cd43198b1a6db2b">OutputVectorType</a>;
<a name="l00050"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#ea0339a89083be5deaf98f1f11660f88">00050</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1LayerBase.html#c7bb8fb4f1dee238ef889662cb4fb29f">Superclass::LayerInterfaceType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#ea0339a89083be5deaf98f1f11660f88">LayerInterfaceType</a>;
<a name="l00051"></a>00051 <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1CompletelyConnectedWeightSet.html">CompletelyConnectedWeightSet<TMeasurementVector,TTargetVector></a>
<a name="l00052"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#2efdecbb647f0ca67aae8a8d27fa176d">00052</a> <a class="code" href="classitk_1_1Statistics_1_1CompletelyConnectedWeightSet.html">WeightSetType</a>;
<a name="l00053"></a>00053
<a name="l00054"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#1647c13f9c1ae2519d5737089567a1f3">00054</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1LayerBase.html#4c58e17c6c4f5f2f55c03e2535388487">Superclass::WeightSetInterfaceType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#1647c13f9c1ae2519d5737089567a1f3">WeightSetInterfaceType</a>;
<a name="l00055"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#e55a4e02e2936c86bfc0d7db3157ffe4">00055</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1LayerBase.html#53b4f005a85dc4c3744945050d4f38e3">Superclass::InputFunctionInterfaceType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#e55a4e02e2936c86bfc0d7db3157ffe4">InputFunctionInterfaceType</a>;
<a name="l00056"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#1d194cc4460317ff18d4de778280309e">00056</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1LayerBase.html#2bfa936652d867415ec5692b4c59e629">Superclass::TransferFunctionInterfaceType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#1d194cc4460317ff18d4de778280309e">TransferFunctionInterfaceType</a>;
<a name="l00057"></a>00057
<a name="l00058"></a>00058 <span class="comment">//Distance Metric</span>
<a name="l00059"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#1b36bb03ed72dccc0cceef725e486e06">00059</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1EuclideanDistance.html" title="Euclidean distance function.">EuclideanDistance<InternalVectorType></a> <a class="code" href="classitk_1_1Statistics_1_1EuclideanDistance.html" title="Euclidean distance function.">DistanceMetricType</a>;
<a name="l00060"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#620d1b53b11f11901bd3d4c5a9db73d1">00060</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1SmartPointer.html">DistanceMetricType::Pointer</a> <a class="code" href="classitk_1_1SmartPointer.html">DistanceMetricPointer</a>;
<a name="l00061"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#9d7de668e011a3b54e72e77481e573d8">00061</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1RadialBasisFunctionBase.html">RadialBasisFunctionBase<ValueType></a> <a class="code" href="classitk_1_1Statistics_1_1RadialBasisFunctionBase.html">RBFType</a>;
<a name="l00062"></a>00062
<a name="l00063"></a>00063 <span class="comment">//Member Functions</span>
<a name="l00064"></a>00064 <a class="code" href="itkMacro_8h.html#7d989c13a1a213168db99ae0f84185d4">itkGetConstReferenceMacro</a>(RBF_Dim, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>);
<a name="l00065"></a>00065 <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#f682f74e763b7de9642eea74f9989ead">SetRBF_Dim</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> size);
<a name="l00066"></a>00066 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#0dce8124d0363a9faa269a8cd5607ab8">SetNumberOfNodes</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numNodes);
<a name="l00067"></a>00067 <span class="keyword">virtual</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#15cc07b137dfb3d8ed1f7246bc19638e">GetInputValue</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i) <span class="keyword">const</span>;
<a name="l00068"></a>00068 <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#952bc7dd0441d6e01bd2b67afead76eb">SetInputValue</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i, <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> value);
<a name="l00069"></a>00069
<a name="l00070"></a>00070 <span class="keyword">virtual</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#c854837cd88b29272d277d55ca630132">GetOutputValue</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>) <span class="keyword">const</span>;
<a name="l00071"></a>00071 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#e5c204d91cf317d01ef8f037a88bf033">SetOutputValue</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>, <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a>);
<a name="l00072"></a>00072
<a name="l00073"></a>00073 <span class="keyword">virtual</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> * <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#68b2ff3010fac8b4beaa669a0a85bf35">GetOutputVector</a>();
<a name="l00074"></a>00074 <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#6496ac2e2164e71a6e47cffbcc2a2797">SetOutputVector</a>(TMeasurementVector value);
<a name="l00075"></a>00075
<a name="l00076"></a>00076 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#6839442c64512012c177f54b12148f2a">ForwardPropagate</a>();
<a name="l00077"></a>00077 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#6839442c64512012c177f54b12148f2a">ForwardPropagate</a>(TMeasurementVector input);
<a name="l00078"></a>00078
<a name="l00079"></a>00079 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#154dc669b0db643c6703ee00a4145859">BackwardPropagate</a>();
<a name="l00080"></a><a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#7b720a6d6bbcd5b5c4deec5be8a84c10">00080</a> <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#7b720a6d6bbcd5b5c4deec5be8a84c10">BackwardPropagate</a>(TTargetVector <a class="code" href="itkMacro_8h.html#6be3b439282da7a34278c0594589b972">itkNotUsed</a>(errors)){};
<a name="l00081"></a>00081
<a name="l00082"></a>00082 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#93a60ff83df707c9aac8d5a00cf76fcc">SetOutputErrorValues</a>(TTargetVector);
<a name="l00083"></a>00083 <span class="keyword">virtual</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#8318855a1ab67c54f94f56c9eeac0fde">GetOutputErrorValue</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> node_id) <span class="keyword">const</span>;
<a name="l00084"></a>00084
<a name="l00085"></a>00085 <span class="keyword">virtual</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#ec38055fe7c8318256039896e37e4b4e">GetInputErrorValue</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> node_id) <span class="keyword">const</span>;
<a name="l00086"></a>00086 <span class="keyword">virtual</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> * <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#f40a80da5b5e1ff923b5208f9bb3ca26">GetInputErrorVector</a>();
<a name="l00087"></a>00087 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#f4fb32939101e0bc038da9e7cf836723">SetInputErrorValue</a>(<a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a>, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> node_id);
<a name="l00088"></a>00088
<a name="l00089"></a>00089 <span class="comment">//TMeasurementVector GetCenter(int i);</span>
<a name="l00090"></a>00090 <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#890ea754a5d97886764780b873d22e65">InternalVectorType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#fb09ae2832624e829434488920362fe1">GetCenter</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i) <span class="keyword">const</span>;
<a name="l00091"></a>00091 <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#a721267eafde9f82dfc6a0b998634bb3">SetCenter</a>(TMeasurementVector c,<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i);
<a name="l00092"></a>00092
<a name="l00093"></a>00093 <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#6390d7065a115b20583106cfc568639f">GetRadii</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i) <span class="keyword">const</span>;
<a name="l00094"></a>00094 <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#76916bd6b3356d8d02bff5123b8a96ca">SetRadii</a>(<a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> c,<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i);
<a name="l00095"></a>00095
<a name="l00096"></a>00096 <span class="keyword">virtual</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#a90037ff84a9f8f25763b2bedf2c871d">Activation</a>(<a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a>);
<a name="l00097"></a>00097 <span class="keyword">virtual</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#fc5a4e9c36ea7ba604c521ed9eb9db8d">DActivation</a>(<a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a>);
<a name="l00098"></a>00098
<a name="l00100"></a>00100 <a class="code" href="itkMacro_8h.html#7ebdd33cc5e7d74720ced9099c034faa">itkSetMacro</a>( Bias, <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> );
<a name="l00101"></a>00101 <a class="code" href="itkMacro_8h.html#7d989c13a1a213168db99ae0f84185d4">itkGetConstReferenceMacro</a>( Bias, <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> );
<a name="l00103"></a>00103
<a name="l00104"></a>00104 <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#095709b2d76cff8bf5a721f946c40bf1">SetDistanceMetric</a>(<a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#1b36bb03ed72dccc0cceef725e486e06">DistanceMetricType</a>* f);
<a name="l00105"></a>00105 <a class="code" href="itkMacro_8h.html#f6bef9ee7e4c077b96a08848ed4e7660">itkGetObjectMacro</a>( <a class="code" href="classitk_1_1Statistics_1_1DistanceMetric.html" title="this class declares common interfaces for distance functions.">DistanceMetric</a>, <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#1b36bb03ed72dccc0cceef725e486e06">DistanceMetricType</a> );
<a name="l00106"></a>00106 <a class="code" href="itkMacro_8h.html#d11f8adb47609be2b4b58948904f8a7c">itkGetConstObjectMacro</a>( <a class="code" href="classitk_1_1Statistics_1_1DistanceMetric.html" title="this class declares common interfaces for distance functions.">DistanceMetric</a>, <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#1b36bb03ed72dccc0cceef725e486e06">DistanceMetricType</a> );
<a name="l00107"></a>00107
<a name="l00108"></a>00108 <a class="code" href="itkMacro_8h.html#7ebdd33cc5e7d74720ced9099c034faa">itkSetMacro</a>(NumClasses,<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>);
<a name="l00109"></a>00109 <a class="code" href="itkMacro_8h.html#7d989c13a1a213168db99ae0f84185d4">itkGetConstReferenceMacro</a>(NumClasses,<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>);
<a name="l00110"></a>00110
<a name="l00111"></a>00111 <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#e6ea128e175f1e76dfbaf5b1047bd363">SetRBF</a>(<a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#9d7de668e011a3b54e72e77481e573d8">RBFType</a>* f);
<a name="l00112"></a>00112 <a class="code" href="itkMacro_8h.html#f6bef9ee7e4c077b96a08848ed4e7660">itkGetObjectMacro</a>(RBF, <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#9d7de668e011a3b54e72e77481e573d8">RBFType</a>);
<a name="l00113"></a>00113 <a class="code" href="itkMacro_8h.html#d11f8adb47609be2b4b58948904f8a7c">itkGetConstObjectMacro</a>(RBF, <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#9d7de668e011a3b54e72e77481e573d8">RBFType</a>);
<a name="l00114"></a>00114
<a name="l00115"></a>00115 <span class="keyword">protected</span>:
<a name="l00116"></a>00116
<a name="l00117"></a>00117 <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#5d3d7525bda08daf445d3a476dfbc38d">RBFLayer</a>();
<a name="l00118"></a>00118 <span class="keyword">virtual</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#b696c2574633ecc80093f9ac9a9711ef">~RBFLayer</a>();
<a name="l00119"></a>00119
<a name="l00121"></a>00121 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#f9616a1eb1fa1ed1441753d69cc4c1a0">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="l00122"></a>00122
<a name="l00123"></a>00123 <span class="keyword">private</span>:
<a name="l00124"></a>00124
<a name="l00125"></a>00125 <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#a96ad61d11ccba2b25ebf4b5273331e6">NodeVectorType</a> m_NodeInputValues;
<a name="l00126"></a>00126 <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#a96ad61d11ccba2b25ebf4b5273331e6">NodeVectorType</a> m_NodeOutputValues;
<a name="l00127"></a>00127 <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#a96ad61d11ccba2b25ebf4b5273331e6">NodeVectorType</a> m_InputErrorValues;
<a name="l00128"></a>00128 <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#a96ad61d11ccba2b25ebf4b5273331e6">NodeVectorType</a> m_OutputErrorValues;
<a name="l00129"></a>00129
<a name="l00130"></a>00130 <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1EuclideanDistance.html#64bf4e3b7b1e8290ab8023464a8dd2e7">DistanceMetricType::Pointer</a> m_DistanceMetric;
<a name="l00131"></a>00131
<a name="l00132"></a>00132 std::vector<InternalVectorType> m_Centers; <span class="comment">// ui....uc</span>
<a name="l00133"></a>00133 <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#890ea754a5d97886764780b873d22e65">InternalVectorType</a> m_Radii;
<a name="l00134"></a>00134 <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_NumClasses;
<a name="l00135"></a>00135 <a class="code" href="classitk_1_1Statistics_1_1RBFLayer.html#3b3801c30614f17d894af40edba0df01">ValueType</a> m_Bias;
<a name="l00136"></a>00136 <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_RBF_Dim;
<a name="l00137"></a>00137 <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1RadialBasisFunctionBase.html#333d30451b0609eb0f90b51b3e4fb4a4">RBFType::Pointer</a> m_RBF;
<a name="l00138"></a>00138 };
<a name="l00139"></a>00139
<a name="l00140"></a>00140 } <span class="comment">// end namespace Statistics</span>
<a name="l00141"></a>00141 } <span class="comment">// end namespace itk</span>
<a name="l00142"></a>00142
<a name="l00143"></a>00143 <span class="preprocessor">#ifndef ITK_MANUAL_INSTANTIATION</span>
<a name="l00144"></a>00144 <span class="preprocessor"></span><span class="preprocessor">#include "itkRBFLayer.txx"</span>
<a name="l00145"></a>00145 <span class="preprocessor">#endif</span>
<a name="l00146"></a>00146 <span class="preprocessor"></span>
<a name="l00147"></a>00147 <span class="preprocessor">#endif</span>
<a name="l00148"></a>00148 <span class="preprocessor"></span>
</pre></div></div>
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