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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 itkBinaryImageToLabelMapFilter_h
#define itkBinaryImageToLabelMapFilter_h
#include "itkImageToImageFilter.h"
#include <list>
#include <map>
#include <vector>
#include "itkProgressReporter.h"
#include "itkBarrier.h"
#include "itkLabelMap.h"
#include "itkLabelObject.h"
#include "itkImageRegionSplitterDirection.h"
namespace itk
{
/**
* \class BinaryImageToLabelMapFilter
* \brief Label the connected components in a binary image and produce a
* collection of label objects.
*
* BinaryImageToLabelMapFilter labels the objects in a binary image.
* Each distinct object is assigned a unique label.
* The final object labels start with 1 and are consecutive. Objects
* that are reached earlier by a raster order scan have a lower
* label.
*
* The GetOutput() function of this class returns an itk::LabelMap.
*
* This implementation was taken from the Insight Journal paper:
* https://hdl.handle.net/1926/584 or
* http://www.insight-journal.org/browse/publication/176
*
* \author Gaetan Lehmann. Biologie du Developpement et de la Reproduction, INRA de Jouy-en-Josas, France.
*
* \sa ConnectedComponentImageFilter, LabelImageToLabelMapFilter, LabelMap, LabelObject
* \ingroup ITKLabelMap
*
* \wiki
* \wikiexample{ImageProcessing/BinaryImageToLabelMapFilter,Label binary regions in an image}
* \endwiki
*/
template< typename TInputImage,
typename TOutputImage =
LabelMap< LabelObject< SizeValueType, TInputImage::ImageDimension > > >
class ITK_TEMPLATE_EXPORT BinaryImageToLabelMapFilter:
public ImageToImageFilter< TInputImage, TOutputImage >
{
public:
/**
* Standard "Self" & Superclass typedef.
*/
typedef BinaryImageToLabelMapFilter Self;
typedef ImageToImageFilter< TInputImage, TOutputImage > Superclass;
typedef SmartPointer< Self > Pointer;
typedef SmartPointer< const Self > ConstPointer;
/**
* Method for creation through the object factory.
*/
itkNewMacro(Self);
/**
* Run-time type information (and related methods)
*/
itkTypeMacro(BinaryImageToLabelMapFilter, ImageToImageFilter);
/**
* Types from the Superclass
*/
typedef typename Superclass::InputImagePointer InputImagePointer;
/**
* Extract some information from the image types. Dimensionality
* of the two images is assumed to be the same.
*/
typedef typename TOutputImage::PixelType OutputPixelType;
typedef typename TInputImage::PixelType InputPixelType;
typedef typename TInputImage::SizeValueType SizeValueType;
typedef typename TInputImage::OffsetValueType OffsetValueType;
itkStaticConstMacro(ImageDimension, unsigned int, TOutputImage::ImageDimension);
itkStaticConstMacro(OutputImageDimension, unsigned int, TOutputImage::ImageDimension);
itkStaticConstMacro(InputImageDimension, unsigned int, TInputImage::ImageDimension);
/**
* Image typedef support
*/
typedef TInputImage InputImageType;
typedef typename TInputImage::IndexType IndexType;
typedef typename TInputImage::SizeType SizeType;
typedef typename TInputImage::OffsetType OffsetType;
typedef TOutputImage OutputImageType;
typedef typename TOutputImage::RegionType RegionType;
typedef typename TOutputImage::IndexType OutputIndexType;
typedef typename TOutputImage::SizeType OutputSizeType;
typedef typename TOutputImage::OffsetType OutputOffsetType;
typedef typename TOutputImage::PixelType OutputImagePixelType;
typedef std::list< IndexType > ListType;
/**
* Set/Get whether the connected components are defined strictly by
* face connectivity or by face+edge+vertex connectivity. Default is
* FullyConnectedOff. For objects that are 1 pixel wide, use
* FullyConnectedOn.
*/
itkSetMacro(FullyConnected, bool);
itkGetConstReferenceMacro(FullyConnected, bool);
itkBooleanMacro(FullyConnected);
// only set after completion
itkGetConstReferenceMacro(NumberOfObjects, SizeValueType);
/**
* Set/Get the value used as "background" in the output image.
* Defaults to NumericTraits<OutputPixelType>::NonpositiveMin().
*/
itkSetMacro(OutputBackgroundValue, OutputPixelType);
itkGetConstMacro(OutputBackgroundValue, OutputPixelType);
/**
* Set/Get the value to be consider "foreground" in the input image.
* Defaults to NumericTraits<InputPixelType>::max().
*/
itkSetMacro(InputForegroundValue, InputPixelType);
itkGetConstMacro(InputForegroundValue, InputPixelType);
#ifdef ITK_USE_CONCEPT_CHECKING
// Concept checking -- input and output dimensions must be the same
itkConceptMacro( SameDimension,
( Concept::SameDimension< itkGetStaticConstMacro(InputImageDimension),
itkGetStaticConstMacro(OutputImageDimension) > ) );
#endif
protected:
BinaryImageToLabelMapFilter();
virtual ~BinaryImageToLabelMapFilter() ITK_OVERRIDE {}
void PrintSelf(std::ostream & os, Indent indent) const ITK_OVERRIDE;
typedef SizeValueType InternalLabelType;
/**
* Standard pipeline method.
*/
void BeforeThreadedGenerateData() ITK_OVERRIDE;
void AfterThreadedGenerateData() ITK_OVERRIDE;
void ThreadedGenerateData(const RegionType & outputRegionForThread, ThreadIdType threadId) ITK_OVERRIDE;
/** BinaryImageToLabelMapFilter needs the entire input. Therefore
* it must provide an implementation GenerateInputRequestedRegion().
* \sa ProcessObject::GenerateInputRequestedRegion(). */
void GenerateInputRequestedRegion() ITK_OVERRIDE;
/** BinaryImageToLabelMapFilter will produce all of the output.
* Therefore it must provide an implementation of
* EnlargeOutputRequestedRegion().
* \sa ProcessObject::EnlargeOutputRequestedRegion() */
void EnlargeOutputRequestedRegion( DataObject *itkNotUsed(output) ) ITK_OVERRIDE;
/** Provide an ImageRegionSplitter that does not split along the first
* dimension -- we assume the data is complete along this dimension when
* threading. */
virtual const ImageRegionSplitterBase* GetImageRegionSplitter() const ITK_OVERRIDE;
private:
ITK_DISALLOW_COPY_AND_ASSIGN(BinaryImageToLabelMapFilter);
// some additional types
typedef typename TOutputImage::RegionType::SizeType OutSizeType;
// types to support the run length encoding of lines
class runLength
{
public:
// run length information - may be a more type safe way of doing this
SizeValueType length;
typename InputImageType::IndexType where; // Index of the start of the run
InternalLabelType label; // the initial label of the run
};
typedef std::vector< runLength > lineEncoding;
// the map storing lines
typedef std::vector< lineEncoding > LineMapType;
typedef std::vector< OffsetValueType > OffsetVectorType;
// the types to support union-find operations
typedef std::vector< InternalLabelType > UnionFindType;
UnionFindType m_UnionFind;
typedef std::vector< OutputPixelType > ConsecutiveVectorType;
ConsecutiveVectorType m_Consecutive;
// functions to support union-find operations
void InitUnion(const InternalLabelType size);
void InsertSet(const InternalLabelType label);
InternalLabelType LookupSet(const InternalLabelType label);
void LinkLabels(const InternalLabelType lab1, const InternalLabelType lab2);
SizeValueType CreateConsecutive();
//////////////////
bool CheckNeighbors(const OutputIndexType & A,
const OutputIndexType & B);
void CompareLines(lineEncoding & current, const lineEncoding & Neighbour);
void FillOutput(const LineMapType & LineMap,
ProgressReporter & progress);
void SetupLineOffsets(OffsetVectorType & LineOffsets);
void Wait();
OutputPixelType m_OutputBackgroundValue;
InputPixelType m_InputForegroundValue;
SizeValueType m_NumberOfObjects;
bool m_FullyConnected;
std::vector< SizeValueType > m_NumberOfLabels;
std::vector< SizeValueType > m_FirstLineIdToJoin;
typename Barrier::Pointer m_Barrier;
ImageRegionSplitterDirection::Pointer m_ImageRegionSplitter;
#if !defined( ITK_WRAPPING_PARSER )
LineMapType m_LineMap;
#endif
};
} // end namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
#if !defined( ITK_WRAPPING_PARSER )
#include "itkBinaryImageToLabelMapFilter.hxx"
#endif
#endif
#endif
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