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 __itkImageClassifierBase_h 00019 #define __itkImageClassifierBase_h 00020 00021 #include "itkClassifierBase.h" 00022 #include "itkMacro.h" 00023 #include "itkImageRegionIterator.h" 00024 00025 namespace itk 00026 { 00069 template< class TInputImage, 00070 class TClassifiedImage > 00071 class ITK_EXPORT ImageClassifierBase: 00072 public ClassifierBase< TInputImage > 00073 { 00074 public: 00076 typedef ImageClassifierBase Self; 00077 typedef ClassifierBase< TInputImage > Superclass; 00078 typedef SmartPointer< Self > Pointer; 00079 typedef SmartPointer< const Self > ConstPointer; 00080 00082 itkNewMacro(Self); 00083 00085 itkTypeMacro(ImageClassifierBase, ClassifierBase); 00086 00088 typedef TInputImage InputImageType; 00089 typedef typename TInputImage::Pointer InputImagePointer; 00090 typedef typename TInputImage::ConstPointer InputImageConstPointer; 00091 00093 typedef typename TClassifiedImage::Pointer ClassifiedImagePointer; 00094 00098 typedef typename Superclass::MeasurementVectorType MeasurementVectorType; 00099 00101 typedef typename Superclass::MembershipFunctionType MembershipFunctionType; 00102 00103 typedef typename Superclass::MembershipFunctionPointer 00104 MembershipFunctionPointer; 00105 00106 typedef typename Superclass::MembershipFunctionPointerVector 00107 MembershipFunctionPointerVector; 00108 00110 typedef typename Superclass::DecisionRuleType DecisionRuleType; 00111 00113 itkSetConstObjectMacro(InputImage, InputImageType); 00114 00116 itkGetConstObjectMacro(InputImage, InputImageType); 00117 00119 itkSetMacro(ClassifiedImage, ClassifiedImagePointer); 00120 00122 itkGetConstMacro(ClassifiedImage, ClassifiedImagePointer); 00123 00126 typedef typename TInputImage::PixelType InputImagePixelType; 00127 00130 typedef typename TClassifiedImage::PixelType ClassifiedImagePixelType; 00131 00133 typedef 00134 ImageRegionConstIterator< TInputImage > InputImageConstIterator; 00135 typedef 00136 ImageRegionIterator< TClassifiedImage > ClassifiedImageIterator; 00137 00139 std::vector< double > 00140 GetPixelMembershipValue(const InputImagePixelType inputImagePixel); 00141 00142 protected: 00143 ImageClassifierBase(); 00144 ~ImageClassifierBase(); 00145 void PrintSelf(std::ostream & os, Indent indent) const; 00146 00148 void Allocate(); 00149 00151 void GenerateData(); 00152 00153 private: 00154 ImageClassifierBase(const Self &); //purposely not implemented 00155 void operator=(const Self &); //purposely not implemented 00156 00157 typedef typename TInputImage::SizeType InputImageSizeType; 00158 00159 InputImageConstPointer m_InputImage; 00160 ClassifiedImagePointer m_ClassifiedImage; 00161 00163 virtual void Classify(); 00164 }; // class ImageClassifierBase 00165 } // namespace itk 00166 00167 #ifndef ITK_MANUAL_INSTANTIATION 00168 #include "itkImageClassifierBase.hxx" 00169 #endif 00170 00171 #endif 00172