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/*=========================================================================
*
* 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 itkConnectedComponentImageFilter_h
#define itkConnectedComponentImageFilter_h
#include "itkScanlineFilterCommon.h"
namespace itk
{
/**
* \class ConnectedComponentImageFilter
* \brief Label the objects in a binary image
*
* ConnectedComponentImageFilter labels the objects in a binary image
* (non-zero pixels are considered to be objects, zero-valued pixels
* are considered to be background).
* Each distinct object is assigned a unique label. The filter experiments
* with some improvements to the existing implementation, and is based on
* run length encoding along raster lines.
* If the output background value is set to zero (the default), the final
* object labels start with 1 and are consecutive. If the output background
* is set to a non-zero value (by calling the SetBackgroundValue() routine of the filter),
* the final labels start at 0, and remain consecutive except for skipping the background
* value as needed. Objects that are reached earlier by a raster order scan have a lower
* label. This is different to the behaviour of the original connected
* component image filter which did not produce consecutive labels or
* impose any particular ordering.
*
* After the filter is executed, ObjectCount holds the number of connected components.
*
* \sa ImageToImageFilter
*
* \ingroup SingleThreaded
* \ingroup ITKConnectedComponents
*
* \sphinx
* \sphinxexample{Segmentation/ConnectedComponents/LabelConnectComponentsInBinaryImage,Label Connect Components In
* Binary Image} \sphinxexample{Segmentation/ConnectedComponents/ExtraLargestConnectComponentFromBinaryImage,Extra
* Largest Connect Component From Binary Image} \endsphinx
*/
template <typename TInputImage, typename TOutputImage, typename TMaskImage = TInputImage>
class ITK_TEMPLATE_EXPORT ConnectedComponentImageFilter
: public ImageToImageFilter<TInputImage, TOutputImage>
, protected ScanlineFilterCommon<TInputImage, TOutputImage>
{
public:
ITK_DISALLOW_COPY_AND_MOVE(ConnectedComponentImageFilter);
/**
* Standard "Self" & Superclass typedef.
*/
using Self = ConnectedComponentImageFilter;
using Superclass = ImageToImageFilter<TInputImage, TOutputImage>;
using Superclass::Register;
using Superclass::UnRegister;
/**
* Types from the Superclass
*/
using typename Superclass::InputImagePointer;
/**
* Extract some information from the image types. Dimensionality
* of the two images is assumed to be the same.
*/
using OutputPixelType = typename TOutputImage::PixelType;
using OutputInternalPixelType = typename TOutputImage::InternalPixelType;
using InputPixelType = typename TInputImage::PixelType;
using InputInternalPixelType = typename TInputImage::InternalPixelType;
using MaskPixelType = typename TMaskImage::PixelType;
static constexpr unsigned int ImageDimension = TOutputImage::ImageDimension;
static constexpr unsigned int OutputImageDimension = TOutputImage::ImageDimension;
static constexpr unsigned int InputImageDimension = TInputImage::ImageDimension;
/**
* Image type alias support
*/
using InputImageType = TInputImage;
using MaskImageType = TMaskImage;
using IndexType = typename TInputImage::IndexType;
using SizeType = typename TInputImage::SizeType;
using OffsetType = typename TInputImage::OffsetType;
using OutputImageType = TOutputImage;
using RegionType = typename TOutputImage::RegionType;
using OutputIndexType = typename TOutputImage::IndexType;
using OutputSizeType = typename TOutputImage::SizeType;
using OutputOffsetType = typename TOutputImage::OffsetType;
using OutputImagePixelType = typename TOutputImage::PixelType;
using ListType = std::list<IndexType>;
using MaskImagePointer = typename MaskImageType::Pointer;
/**
* Smart pointer type alias support
*/
using Pointer = SmartPointer<Self>;
using ConstPointer = SmartPointer<const Self>;
/**
* Run-time type information (and related methods)
*/
itkOverrideGetNameOfClassMacro(ConnectedComponentImageFilter);
/**
* Method for creation through the object factory.
*/
itkNewMacro(Self);
/**
* 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);
/** Type used as identifier of the different component labels. */
using LabelType = IdentifierType;
// only set after completion
itkGetConstReferenceMacro(ObjectCount, LabelType);
itkConceptMacro(OutputImagePixelTypeIsInteger, (Concept::IsInteger<OutputImagePixelType>));
itkSetInputMacro(MaskImage, MaskImageType);
itkGetInputMacro(MaskImage, MaskImageType);
/**
* Set the pixel intensity to be used for background (non-object)
* regions of the image in the output. Note that this does NOT set
* the background value to be used in the input image.
*/
itkSetMacro(BackgroundValue, OutputImagePixelType);
itkGetConstMacro(BackgroundValue, OutputImagePixelType);
protected:
ConnectedComponentImageFilter();
~ConnectedComponentImageFilter() override = default;
void
PrintSelf(std::ostream & os, Indent indent) const override;
void
GenerateData() override;
void
DynamicThreadedGenerateData(const RegionType &) override;
void
ThreadedWriteOutput(const RegionType &);
/** ConnectedComponentImageFilter needs the entire input. Therefore
* it must provide an implementation GenerateInputRequestedRegion().
* \sa ProcessObject::GenerateInputRequestedRegion(). */
void
GenerateInputRequestedRegion() override;
/** ConnectedComponentImageFilter will produce all of the output.
* Therefore it must provide an implementation of
* EnlargeOutputRequestedRegion().
* \sa ProcessObject::EnlargeOutputRequestedRegion() */
void
EnlargeOutputRequestedRegion(DataObject * itkNotUsed(output)) override;
using ScanlineFunctions = ScanlineFilterCommon<TInputImage, TOutputImage>;
using InternalLabelType = typename ScanlineFunctions::InternalLabelType;
using OutSizeType = typename ScanlineFunctions::OutSizeType;
using RunLength = typename ScanlineFunctions::RunLength;
using LineEncodingType = typename ScanlineFunctions::LineEncodingType;
using LineEncodingIterator = typename ScanlineFunctions::LineEncodingIterator;
using LineEncodingConstIterator = typename ScanlineFunctions::LineEncodingConstIterator;
using OffsetVectorType = typename ScanlineFunctions::OffsetVectorType;
using OffsetVectorConstIterator = typename ScanlineFunctions::OffsetVectorConstIterator;
using LineMapType = typename ScanlineFunctions::LineMapType;
using UnionFindType = typename ScanlineFunctions::UnionFindType;
using ConsecutiveVectorType = typename ScanlineFunctions::ConsecutiveVectorType;
using WorkUnitData = typename ScanlineFunctions::WorkUnitData;
private:
OutputPixelType m_BackgroundValue{};
LabelType m_ObjectCount = 0;
typename TInputImage::ConstPointer m_Input{};
};
} // end namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
# if !defined(ITK_WRAPPING_PARSER)
# include "itkConnectedComponentImageFilter.hxx"
# endif
#endif
#endif
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