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itkLearningFunctionBase.h

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00001 /*=========================================================================
00002 
00003   Program:   Insight Segmentation & Registration Toolkit
00004   Module:    $RCSfile: itkLearningFunctionBase.h,v $
00005   Language:  C++
00006   Date:      $Date: 2009-01-24 21:33:49 $
00007   Version:   $Revision: 1.3 $
00008 
00009   Copyright (c) Insight Software Consortium. All rights reserved.
00010   See ITKCopyright.txt or http://www.itk.org/HTML/Copyright.htm for details.
00011 
00012      This software is distributed WITHOUT ANY WARRANTY; without even
00013      the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
00014      PURPOSE.  See the above copyright notices for more information.
00015 
00016 =========================================================================*/
00023 #ifndef __itkLearningFunctionBase_h
00024 #define __itkLearningFunctionBase_h
00025 
00026 #include "itkLightProcessObject.h"
00027 
00028 namespace itk
00029 {
00030 namespace Statistics
00031 {
00032 
00033 template<class LayerType, class TTargetVector>
00034 class LearningFunctionBase : public LightProcessObject
00035 {
00036 public:
00037   
00038   typedef LearningFunctionBase     Self;
00039   typedef LightProcessObject       Superclass;
00040   typedef SmartPointer<Self>       Pointer;
00041   typedef SmartPointer<const Self> ConstPointer;
00042 
00044   itkTypeMacro(LearningFunctionBase, LightProcessObject);
00045 
00046   typedef typename LayerType::ValueType ValueType;
00047 
00048   virtual void Learn(LayerType* layer, ValueType) = 0;
00049   virtual void Learn(LayerType* layer, TTargetVector error,ValueType) = 0;
00050 
00051 protected:
00052   LearningFunctionBase() {};
00053   ~LearningFunctionBase() {};
00054 
00056   virtual void PrintSelf( std::ostream& os, Indent indent ) const
00057     {
00058     Superclass::PrintSelf( os, indent );
00059     os << indent << "LearningFunctionBase(" << this << ")" << std::endl;
00060     }
00061 };
00063 
00064 } // end namespace Statistics
00065 } // end namespace itk
00066 
00067 #endif
00068 

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