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itkConnectedComponentImageFilter.h

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00001 /*=========================================================================
00002 
00003   Program:   Insight Segmentation & Registration Toolkit
00004   Module:    $RCSfile: itkConnectedComponentImageFilter.h,v $
00005   Language:  C++
00006   Date:      $Date: 2008-08-01 15:16:46 $
00007   Version:   $Revision: 1.21 $
00008 
00009   Copyright (c) Insight Software Consortium. All rights reserved.
00010   See ITKCopyright.txt or http://www.itk.org/HTML/Copyright.htm for details.
00011 
00012      This software is distributed WITHOUT ANY WARRANTY; without even 
00013      the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR 
00014      PURPOSE.  See the above copyright notices for more information.
00015 
00016 =========================================================================*/
00017 
00018 #ifndef __itkConnectedComponentImageFilter_h
00019 #define __itkConnectedComponentImageFilter_h
00020 
00021 #include "itkImageToImageFilter.h"
00022 #include "itkImage.h"
00023 #include "itkConceptChecking.h"
00024 #include <vector>
00025 #include <map>
00026 #include "itkProgressReporter.h"
00027 #include "itkBarrier.h"
00028 
00029 namespace itk
00030 {
00031 
00052 template <class TInputImage, class TOutputImage, class TMaskImage=TInputImage>
00053 class ITK_EXPORT ConnectedComponentImageFilter : 
00054     public ImageToImageFilter< TInputImage, TOutputImage > 
00055 {
00056 public:
00060   typedef ConnectedComponentImageFilter                   Self;
00061   typedef ImageToImageFilter< TInputImage, TOutputImage > Superclass;
00062 
00066   typedef typename Superclass::InputImagePointer InputImagePointer;
00067 
00072   typedef typename TOutputImage::PixelType         OutputPixelType;
00073   typedef typename TOutputImage::InternalPixelType OutputInternalPixelType;
00074   typedef typename TInputImage::PixelType          InputPixelType;
00075   typedef typename TInputImage::InternalPixelType  InputInternalPixelType;
00076   typedef typename TMaskImage::PixelType           MaskPixelType;
00077   itkStaticConstMacro(ImageDimension, unsigned int,
00078                       TOutputImage::ImageDimension);
00079   itkStaticConstMacro(OutputImageDimension, unsigned int,
00080                       TOutputImage::ImageDimension);
00081   itkStaticConstMacro(InputImageDimension, unsigned int,
00082                       TInputImage::ImageDimension);
00084 
00088   typedef TInputImage                       InputImageType;
00089   typedef TMaskImage                        MaskImageType;
00090   typedef typename TInputImage::IndexType   IndexType;
00091   typedef typename TInputImage::SizeType    SizeType;
00092   typedef typename TInputImage::OffsetType  OffsetType;
00093 
00094   typedef TOutputImage                      OutputImageType;
00095   typedef typename TOutputImage::RegionType RegionType;
00096   typedef typename TOutputImage::IndexType  OutputIndexType;
00097   typedef typename TOutputImage::SizeType   OutputSizeType;
00098   typedef typename TOutputImage::OffsetType OutputOffsetType;
00099   typedef typename TOutputImage::PixelType  OutputImagePixelType;
00100 
00101   typedef std::list<IndexType>              ListType;
00102   typedef typename MaskImageType::Pointer   MaskImagePointer;
00103 
00107   typedef SmartPointer<Self>        Pointer;
00108   typedef SmartPointer<const Self>  ConstPointer;
00109 
00113   itkTypeMacro(ConnectedComponentImageFilter, ImageToImageFilter);
00114 
00118   itkNewMacro(Self);
00119 
00126   itkSetMacro(FullyConnected, bool);
00127   itkGetConstReferenceMacro(FullyConnected, bool);
00128   itkBooleanMacro(FullyConnected);
00130 
00131   // only set after completion
00132   itkGetConstReferenceMacro(ObjectCount, unsigned long);
00133 
00134   // Concept checking -- input and output dimensions must be the same
00135   itkConceptMacro(SameDimension,
00136     (Concept::SameDimension<itkGetStaticConstMacro(InputImageDimension),
00137        itkGetStaticConstMacro(OutputImageDimension)>));
00138 
00139 
00140   void SetMaskImage(TMaskImage* mask)
00141     {
00142     this->SetNthInput(1, const_cast<TMaskImage *>( mask ));
00143     }
00144 
00145   const TMaskImage* GetMaskImage() const
00146     {
00147     return (static_cast<const TMaskImage*>(this->ProcessObject::GetInput(1)));
00148     }
00149   
00152   itkSetMacro(BackgroundValue, OutputImagePixelType);
00153   itkGetMacro(BackgroundValue, OutputImagePixelType);
00155 
00156 protected:
00157   ConnectedComponentImageFilter() 
00158     {
00159     m_FullyConnected = false;
00160     m_ObjectCount = 0;
00161     m_BackgroundValue = NumericTraits< OutputImagePixelType >::Zero;
00162     }
00163   virtual ~ConnectedComponentImageFilter() {}
00164   ConnectedComponentImageFilter(const Self&) {}
00165   void PrintSelf(std::ostream& os, Indent indent) const;
00166 
00170   void BeforeThreadedGenerateData ();
00171   void AfterThreadedGenerateData ();
00172   void ThreadedGenerateData (const RegionType& outputRegionForThread, int threadId);
00174 
00178   void GenerateInputRequestedRegion();
00179 
00184   void EnlargeOutputRequestedRegion(DataObject *itkNotUsed(output));
00185 
00186   bool m_FullyConnected;
00187   
00188 private:
00189   unsigned long        m_ObjectCount;
00190   OutputImagePixelType m_BackgroundValue;
00191 
00192   // some additional types
00193   typedef typename TOutputImage::RegionType::SizeType OutSizeType;
00194 
00195   // types to support the run length encoding of lines
00196   class runLength
00197     {
00198     public:
00199     // run length information - may be a more type safe way of doing this
00200     long int length;
00201     typename InputImageType::IndexType where; // Index of the start of the run
00202     unsigned long int label; // the initial label of the run
00203     };
00204 
00205   typedef std::vector<runLength> lineEncoding;
00206 
00207   // the map storing lines
00208   typedef std::vector<lineEncoding> LineMapType;
00209   
00210   typedef std::vector<long> OffsetVec;
00211 
00212   // the types to support union-find operations
00213   typedef std::vector<unsigned long int> UnionFindType;
00214   UnionFindType m_UnionFind;
00215   UnionFindType m_Consecutive;
00216   // functions to support union-find operations
00217   void InitUnion(const unsigned long int size) 
00218     {
00219     m_UnionFind = UnionFindType(size + 1);
00220     }
00221   void InsertSet(const unsigned long int label);
00222   unsigned long int LookupSet(const unsigned long int label);
00223   void LinkLabels(const unsigned long int lab1, const unsigned long int lab2);
00224   unsigned long int CreateConsecutive();
00226   bool CheckNeighbors(const OutputIndexType &A, 
00227                       const OutputIndexType &B);
00228 
00229   void CompareLines(lineEncoding &current, const lineEncoding &Neighbour);
00230 
00231   void FillOutput(const LineMapType &LineMap,
00232                   ProgressReporter &progress);
00233 
00234   void SetupLineOffsets(OffsetVec &LineOffsets);
00235 
00236   void Wait()
00237     {
00238     // use m_NumberOfLabels.size() to get the number of thread used
00239     if( m_NumberOfLabels.size() > 1 )
00240       {
00241       m_Barrier->Wait();
00242       }
00243     }
00244 
00245   typename std::vector< long >       m_NumberOfLabels;
00246   typename std::vector< long >       m_FirstLineIdToJoin;
00247   typename Barrier::Pointer          m_Barrier;
00248   typename TInputImage::ConstPointer m_Input;
00249 #if !defined(CABLE_CONFIGURATION)
00250   LineMapType                        m_LineMap;
00251 #endif
00252 };
00253   
00254 } // end namespace itk
00255 
00256 #ifndef ITK_MANUAL_INSTANTIATION
00257 #if !defined(CABLE_CONFIGURATION)
00258 #include "itkConnectedComponentImageFilter.txx"
00259 #endif
00260 #endif
00261 
00262 #endif
00263 

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