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