/*========================================================================= * * Copyright NumFOCUS * * 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 * * https://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 itkSparseImage_h #define itkSparseImage_h #include "itkImage.h" #include "itkSparseFieldLayer.h" #include "itkObjectStore.h" namespace itk { /** * \class SparseImage * * \brief A storage type for sparse image data. * * \par * This class is derived from the Image class. It uses the base class image * data for storing pointers to variables of type TNode. The node type must * have a member variable m_Index. The node data is * stored using the SparseFieldLayer and ObjectStore classes to allow * sequential list access to the nodes. This functionality is used in filter * classes that process the SparseImage class such as * FiniteDifferenceSparseImageFilter. The node type must also have members * NodeType* Next and NodeType* Previous. A minimal node class which could * be used to create the sparse equivalent of an itk::Image * is shown below: * \code struct NodeType { NodeType* Next; NodeType* Previous; ImageType::IndexType m_Index; unsigned char m_Data; }; using SparseImageType = itk::SparseImage; \endcode * * \par * This class provides the method AddNode which allocates a node variable, * associates it with the image pixel index (sets m_Index in the node variable) * and returns the pointer to the node variable. It is suggested that the user * call the FillBuffer method to initialize the image to null pointers before * any calls to AddNode. This would allow the user later to distinguish between * valid and non-valid pixels. * * \ingroup ITKCommon */ template class ITK_TEMPLATE_EXPORT SparseImage : public Image { public: ITK_DISALLOW_COPY_AND_MOVE(SparseImage); /** Standard type alias. */ using Self = SparseImage; using Superclass = Image; using Pointer = SmartPointer; using ConstPointer = SmartPointer; using ConstWeakPointer = WeakPointer; /** Method for creation through the object factory. */ itkNewMacro(Self); /** \see LightObject::GetNameOfClass() */ itkOverrideGetNameOfClassMacro(SparseImage); /** Dimension of the image. */ static constexpr unsigned int ImageDimension = Superclass::ImageDimension; /** The actual sparse pixel type. */ using NodeType = TNode; /** Types derived from the Superclass */ using typename Superclass::IndexType; /** Typedef for the functor used to access a neighborhood of pixel * pointers. */ using NeighborhoodAccessorFunctorType = NeighborhoodAccessorFunctor; using typename Superclass::IOPixelType; /** The list types for storing the active pixels. */ using NodeListType = SparseFieldLayer; using NodeStoreType = ObjectStore; /** Return the NeighborhoodAccessor functor. This method is called by the * neighborhood iterators. */ NeighborhoodAccessorFunctorType GetNeighborhoodAccessor() { return NeighborhoodAccessorFunctorType(); } /** Return the NeighborhoodAccessor functor. This method is called by the * neighborhood iterators. */ const NeighborhoodAccessorFunctorType GetNeighborhoodAccessor() const { return NeighborhoodAccessorFunctorType(); } /** This function should be used to allocate memory for a variable at the desired pixel location. */ NodeType * AddNode(const IndexType & index) { m_NodeList->PushFront(m_NodeStore->Borrow()); NodeType * node = m_NodeList->Front(); node->m_Index = index; this->SetPixel(index, node); return node; } /** This function returns the allocated node list which can be used to iterate through the valid nodes. */ NodeListType * GetNodeList() { return m_NodeList; } /** This function initializes the m_NodeList and m_NodeStore variables, and calls the superclass Initialize method. */ void Initialize() override; protected: SparseImage() = default; ~SparseImage() override = default; void PrintSelf(std::ostream & os, Indent indent) const override; private: /** The variables for storing the node variables. */ typename NodeListType::Pointer m_NodeList{ NodeListType::New() }; typename NodeStoreType::Pointer m_NodeStore{ NodeStoreType::New() }; }; } // end namespace itk #ifndef ITK_MANUAL_INSTANTIATION # include "itkSparseImage.hxx" #endif #endif