itkScalarImageToTextureFeaturesFilter.h

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/*=========================================================================
 *
 *  Copyright Insight Software Consortium
 *
 *  Licensed under the Apache License, Version 2.0 (the "License");
 *  you may not use this file except in compliance with the License.
 *  You may obtain a copy of the License at
 *
 *         http://www.apache.org/licenses/LICENSE-2.0.txt
 *
 *  Unless required by applicable law or agreed to in writing, software
 *  distributed under the License is distributed on an "AS IS" BASIS,
 *  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 *  See the License for the specific language governing permissions and
 *  limitations under the License.
 *
 *=========================================================================*/
#ifndef itkScalarImageToTextureFeaturesFilter_h
#define itkScalarImageToTextureFeaturesFilter_h

#include "itkDataObjectDecorator.h"

#include "itkHistogramToTextureFeaturesFilter.h"
#include "itkScalarImageToCooccurrenceMatrixFilter.h"

namespace itk
{
namespace Statistics
{
template< typename TImageType,
          typename THistogramFrequencyContainer = DenseFrequencyContainer2 >
class ITK_TEMPLATE_EXPORT ScalarImageToTextureFeaturesFilter:public ProcessObject
{
public:
  using Self = ScalarImageToTextureFeaturesFilter;
  using Superclass = ProcessObject;
  using Pointer = SmartPointer< Self >;
  using ConstPointer = SmartPointer< const Self >;

  itkTypeMacro(ScalarImageToTextureFeaturesFilter, ProcessObject);

  itkNewMacro(Self);

  using FrequencyContainerType = THistogramFrequencyContainer;
  using ImageType = TImageType;
  using ImagePointer = typename ImageType::Pointer;

  using PixelType = typename ImageType::PixelType;
  using OffsetType = typename ImageType::OffsetType;
  using OffsetVector = VectorContainer< unsigned char, OffsetType >;
  using OffsetVectorPointer = typename OffsetVector::Pointer;
  using OffsetVectorConstPointer = typename OffsetVector::ConstPointer;

  using CooccurrenceMatrixFilterType = ScalarImageToCooccurrenceMatrixFilter<
    ImageType, FrequencyContainerType >;

  using HistogramType = typename CooccurrenceMatrixFilterType::HistogramType;
  using TextureFeaturesFilterType = HistogramToTextureFeaturesFilter< HistogramType >;

  using TextureFeatureName = short;
  using FeatureNameVector = VectorContainer< unsigned char, TextureFeatureName >;

  using FeatureNameVectorPointer = typename FeatureNameVector::Pointer;
  using FeatureNameVectorConstPointer = typename FeatureNameVector::ConstPointer;
  using FeatureValueVector = VectorContainer< unsigned char, double >;
  using FeatureValueVectorPointer = typename FeatureValueVector::Pointer;

  using DataObjectPointer = DataObject::Pointer;

  using FeatureValueVectorDataObjectType = DataObjectDecorator<FeatureValueVector>;

  const FeatureValueVectorDataObjectType * GetFeatureMeansOutput() const;

  const FeatureValueVectorDataObjectType * GetFeatureStandardDeviationsOutput() const;

  using Superclass::SetInput;
  void SetInput(const ImageType *);

  const ImageType * GetInput() const;

  itkGetConstReferenceObjectMacro(FeatureMeans, FeatureValueVector);
  itkGetConstReferenceObjectMacro(FeatureStandardDeviations, FeatureValueVector);

  itkSetConstObjectMacro(RequestedFeatures, FeatureNameVector);
  itkGetConstObjectMacro(RequestedFeatures, FeatureNameVector);

  itkSetConstObjectMacro(Offsets, OffsetVector);
  itkGetConstObjectMacro(Offsets, OffsetVector);

  void SetNumberOfBinsPerAxis(unsigned int);

  void SetPixelValueMinMax(PixelType min, PixelType max);

  void SetMaskImage(const ImageType *);

  const ImageType * GetMaskImage() const;

  void SetInsidePixelValue(PixelType InsidePixelValue);

  itkGetConstMacro(FastCalculations, bool);
  itkSetMacro(FastCalculations, bool);
  itkBooleanMacro(FastCalculations);

protected:
  ScalarImageToTextureFeaturesFilter();
  ~ScalarImageToTextureFeaturesFilter() override = default;
  void PrintSelf(std::ostream & os, Indent indent) const override;

  void FastCompute();

  void FullCompute();

  void GenerateData() override;

  using DataObjectPointerArraySizeType = ProcessObject::DataObjectPointerArraySizeType;
  using Superclass::MakeOutput;
  DataObjectPointer MakeOutput(DataObjectPointerArraySizeType) override;

private:
  typename CooccurrenceMatrixFilterType::Pointer m_GLCMGenerator;

  typename TextureFeaturesFilterType::Pointer    m_GLCMCalculator;

  FeatureValueVectorPointer     m_FeatureMeans;
  FeatureValueVectorPointer     m_FeatureStandardDeviations;
  FeatureNameVectorConstPointer m_RequestedFeatures;
  OffsetVectorConstPointer      m_Offsets;
  bool                          m_FastCalculations;
};
} // end of namespace Statistics
} // end of namespace itk

#ifndef ITK_MANUAL_INSTANTIATION
#include "itkScalarImageToTextureFeaturesFilter.hxx"
#endif

#endif