ITK
4.1.0
Insight Segmentation and Registration Toolkit
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00001 /*========================================================================= 00002 * 00003 * Copyright Insight Software Consortium 00004 * 00005 * Licensed under the Apache License, Version 2.0 (the "License"); 00006 * you may not use this file except in compliance with the License. 00007 * You may obtain a copy of the License at 00008 * 00009 * http://www.apache.org/licenses/LICENSE-2.0.txt 00010 * 00011 * Unless required by applicable law or agreed to in writing, software 00012 * distributed under the License is distributed on an "AS IS" BASIS, 00013 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 00014 * See the License for the specific language governing permissions and 00015 * limitations under the License. 00016 * 00017 *=========================================================================*/ 00018 #ifndef __itkLearningFunctionBase_h 00019 #define __itkLearningFunctionBase_h 00020 00021 #include "itkLightProcessObject.h" 00022 00023 namespace itk 00024 { 00025 namespace Statistics 00026 { 00038 template<class LayerType, class TTargetVector> 00039 class LearningFunctionBase : public LightProcessObject 00040 { 00041 public: 00042 00043 typedef LearningFunctionBase Self; 00044 typedef LightProcessObject Superclass; 00045 typedef SmartPointer<Self> Pointer; 00046 typedef SmartPointer<const Self> ConstPointer; 00047 00049 itkTypeMacro(LearningFunctionBase, LightProcessObject); 00050 00051 typedef typename LayerType::ValueType ValueType; 00052 00053 virtual void Learn(LayerType* layer, ValueType) = 0; 00054 virtual void Learn(LayerType* layer, TTargetVector error,ValueType) = 0; 00055 00056 protected: 00057 LearningFunctionBase() {}; 00058 ~LearningFunctionBase() {}; 00059 00061 virtual void PrintSelf( std::ostream& os, Indent indent ) const 00062 { 00063 Superclass::PrintSelf( os, indent ); 00064 os << indent << "LearningFunctionBase(" << this << ")" << std::endl; 00065 } 00066 }; 00068 00069 } // end namespace Statistics 00070 } // end namespace itk 00071 00072 #endif 00073