ITK  4.9.0
Insight Segmentation and Registration Toolkit
itkHistogramToTextureFeaturesFilter.h
Go to the documentation of this file.
1 /*=========================================================================
2  *
3  * Copyright Insight Software Consortium
4  *
5  * Licensed under the Apache License, Version 2.0 (the "License");
6  * you may not use this file except in compliance with the License.
7  * You may obtain a copy of the License at
8  *
9  * http://www.apache.org/licenses/LICENSE-2.0.txt
10  *
11  * Unless required by applicable law or agreed to in writing, software
12  * distributed under the License is distributed on an "AS IS" BASIS,
13  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14  * See the License for the specific language governing permissions and
15  * limitations under the License.
16  *
17  *=========================================================================*/
18 #ifndef itkHistogramToTextureFeaturesFilter_h
19 #define itkHistogramToTextureFeaturesFilter_h
20 
21 #include "itkHistogram.h"
22 #include "itkMacro.h"
23 #include "itkProcessObject.h"
25 
26 namespace itk
27 {
28 namespace Statistics
29 {
101 template< typename THistogram >
103 {
104 public:
110 
113 
115  itkNewMacro(Self);
116 
117  typedef THistogram HistogramType;
118  typedef typename HistogramType::Pointer HistogramPointer;
119  typedef typename HistogramType::ConstPointer HistogramConstPointer;
120  typedef typename HistogramType::MeasurementType MeasurementType;
121  typedef typename HistogramType::MeasurementVectorType MeasurementVectorType;
122  typedef typename HistogramType::IndexType IndexType;
123  typedef typename HistogramType::AbsoluteFrequencyType AbsoluteFrequencyType;
124  typedef typename HistogramType::RelativeFrequencyType RelativeFrequencyType;
125 
126  typedef typename HistogramType::TotalAbsoluteFrequencyType
128 
129  typedef typename HistogramType::TotalRelativeFrequencyType
131 
133  typedef std::vector< RelativeFrequencyType > RelativeFrequencyContainerType;
134 
136  using Superclass::SetInput;
137  void SetInput(const HistogramType *histogram);
138 
139  const HistogramType * GetInput() const;
140 
143 
146 
148  MeasurementType GetEnergy() const;
149 
150  const MeasurementObjectType * GetEnergyOutput() const;
151 
153  MeasurementType GetEntropy() const;
154 
155  const MeasurementObjectType * GetEntropyOutput() const;
156 
159 
161 
164 
166 
168  MeasurementType GetInertia() const;
169 
170  const MeasurementObjectType * GetInertiaOutput() const;
171 
174 
176 
179 
181 
184 
186 
188  typedef enum {
199 
202 
203 protected:
206  virtual void PrintSelf(std::ostream & os, Indent indent) const ITK_OVERRIDE;
207 
212 
213  virtual void GenerateData() ITK_OVERRIDE;
214 
215 private:
216  HistogramToTextureFeaturesFilter(const Self &) ITK_DELETE_FUNCTION;
217  void operator=(const Self &) ITK_DELETE_FUNCTION;
218 
219  void ComputeMeansAndVariances(double & pixelMean, double & marginalMean,
220  double & marginalDevSquared, double & pixelVariance);
221 
223 };
224 } // end of namespace Statistics
225 } // end of namespace itk
226 
227 #ifndef ITK_MANUAL_INSTANTIATION
228 #include "itkHistogramToTextureFeaturesFilter.hxx"
229 #endif
230 
231 #endif
const MeasurementObjectType * GetClusterProminenceOutput() const
ProcessObject::DataObjectPointerArraySizeType DataObjectPointerArraySizeType
const MeasurementObjectType * GetHaralickCorrelationOutput() const
Light weight base class for most itk classes.
const MeasurementObjectType * GetInverseDifferenceMomentOutput() const
MeasurementType GetFeature(TextureFeatureName name)
The base class for all process objects (source, filters, mappers) in the Insight data processing pipe...
const MeasurementObjectType * GetClusterShadeOutput() const
const MeasurementObjectType * GetEnergyOutput() const
This class computes texture feature coefficients from a grey level co-occurrence matrix.
Decorates any &quot;simple&quot; data type (data types without smart pointers) with a DataObject API...
DataObjectPointerArray::size_type DataObjectPointerArraySizeType
virtual DataObjectPointer MakeOutput(DataObjectPointerArraySizeType) override
Make a DataObject of the correct type to used as the specified output.
virtual void PrintSelf(std::ostream &os, Indent indent) const override
void ComputeMeansAndVariances(double &pixelMean, double &marginalMean, double &marginalDevSquared, double &pixelVariance)
virtual void SetInput(const DataObjectIdentifierType &key, DataObject *input)
Protected method for setting indexed and named inputs.
const MeasurementObjectType * GetCorrelationOutput() const
HistogramType::TotalAbsoluteFrequencyType TotalAbsoluteFrequencyType
virtual DataObjectPointer MakeOutput(DataObjectPointerArraySizeType idx)
Make a DataObject of the correct type to used as the specified output.
HistogramType::TotalRelativeFrequencyType TotalRelativeFrequencyType
SimpleDataObjectDecorator< MeasurementType > MeasurementObjectType
Control indentation during Print() invocation.
Definition: itkIndent.h:49
const MeasurementObjectType * GetEntropyOutput() const
const MeasurementObjectType * GetInertiaOutput() const
void SetInput(const HistogramType *histogram)