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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 itkRelabelComponentImageFilter_h
#define itkRelabelComponentImageFilter_h
#include "itkInPlaceImageFilter.h"
#include "itkImage.h"
#include <vector>
namespace itk
{
/**
* \class RelabelComponentImageFilter
* \brief Relabel the components in an image such that consecutive labels are used.
*
* RelabelComponentImageFilter remaps the labels associated with the
* objects in an image (as from the output of
* ConnectedComponentImageFilter) such that the label numbers are
* consecutive with no gaps between the label numbers used. By
* default, the relabeling will also sort the labels based on the size
* of the object: the largest object will have label #1, the second
* largest will have label #2, etc. If two labels have the same size
* their initial order is kept. The sorting by size can be disabled using
* SetSortByObjectSize.
*
* Label #0 is assumed to be the background and is left unaltered by the
* relabeling.
*
* RelabelComponentImageFilter is typically used on the output of the
* ConnectedComponentImageFilter for those applications that want to
* extract the largest object or the "k" largest objects. Any
* particular object can be extracted from the relabeled output using
* a BinaryThresholdImageFilter. A group of objects can be extracted
* from the relabled output using a ThresholdImageFilter.
*
* Once all the objects are relabeled, the application can query the
* number of objects and the size of each object. Object sizes are
* returned in a vector. The size of the background is not
* calculated. So the size of object #1 is
* GetSizeOfObjectsInPixels()[0], the size of object #2 is
* GetSizeOfObjectsInPixels()[1], etc.
*
* If user sets a minimum object size, all objects with fewer pixels
* than the minimum will be discarded, so that the number of objects
* reported will be only those remaining. The
* GetOriginalNumberOfObjects method can be called to find out how
* many objects were present before the small ones were discarded.
*
* RelabelComponentImageFilter can be run as an "in place" filter,
* where it will overwrite its output. The default is run out of
* place (or generate a separate output). "In place" operation can be
* controlled via methods in the superclass,
* InPlaceImageFilter::InPlaceOn() and InPlaceImageFilter::InPlaceOff().
*
* \sa ConnectedComponentImageFilter, BinaryThresholdImageFilter, ThresholdImageFilter
*
* \ingroup SingleThreaded
* \ingroup ITKConnectedComponents
*
* \wiki
* \wikiexample{ImageProcessing/RelabelComponentImageFilter,Assign contiguous labels to connected regions of an image}
* \endwiki
*/
template< typename TInputImage, typename TOutputImage >
class ITK_TEMPLATE_EXPORT RelabelComponentImageFilter:
public InPlaceImageFilter< TInputImage, TOutputImage >
{
public:
/**
* Standard "Self" & Superclass typedef.
*/
typedef RelabelComponentImageFilter Self;
typedef InPlaceImageFilter< TInputImage, TOutputImage > Superclass;
/**
* 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 TOutputImage::InternalPixelType OutputInternalPixelType;
typedef typename TInputImage::PixelType InputPixelType;
typedef typename TInputImage::InternalPixelType InputInternalPixelType;
itkStaticConstMacro(ImageDimension, unsigned int,
TOutputImage::ImageDimension);
itkStaticConstMacro(InputImageDimension, unsigned int,
TInputImage::ImageDimension);
/**
* Image typedef support
*/
typedef TInputImage InputImageType;
typedef TOutputImage OutputImageType;
typedef typename TInputImage::IndexType IndexType;
typedef typename TInputImage::SizeType SizeType;
typedef typename TOutputImage::RegionType RegionType;
/**
* Smart pointer typedef support
*/
typedef SmartPointer< Self > Pointer;
typedef SmartPointer< const Self > ConstPointer;
/**
* Run-time type information (and related methods)
*/
itkTypeMacro(RelabelComponentImageFilter, ImageToImageFilter);
/**
* Method for creation through the object factory.
*/
itkNewMacro(Self);
/** Type used as identifier for the different component lables. */
typedef IdentifierType LabelType;
/** Type used to count number of pixels in objects. */
typedef SizeValueType ObjectSizeType;
/** Get the number of objects in the image. This information is only
* valid after the filter has executed. */
itkGetConstMacro(NumberOfObjects, LabelType);
typedef std::vector< ObjectSizeType > ObjectSizeInPixelsContainerType;
typedef std::vector< float > ObjectSizeInPhysicalUnitsContainerType;
/** Get the original number of objects in the image before small
* objects were discarded. This information is only valid after
* the filter has executed. If the caller has not specified a
* minimum object size, OriginalNumberOfObjects is the same as
* NumberOfObjects. */
itkGetConstMacro(OriginalNumberOfObjects, LabelType);
/** Get/Set the number of objects enumerated and described when the
* filter is printed. */
itkSetMacro(NumberOfObjectsToPrint, LabelType);
itkGetConstReferenceMacro(NumberOfObjectsToPrint, LabelType);
/** Set the minimum size in pixels for an object. All objects
* smaller than this size will be discarded and will not appear
* in the output label map. NumberOfObjects will count only the
* objects whose pixel counts are greater than or equal to the
* minimum size. Call GetOriginalNumberOfObjects to find out how
* many objects were present in the original label map. */
itkSetMacro(MinimumObjectSize, ObjectSizeType);
/** Get the caller-defined minimum size of an object in pixels.
* If the caller has not set the minimum, 0 will be returned,
* which is to be interpreted as meaning that no minimum exists,
* and all objects in the original label map will be passed
* through to the output. */
itkGetConstMacro(MinimumObjectSize, ObjectSizeType);
/** Controls whether the object labels are sorted by size.
* If false, initial order of labels is kept. */
itkSetMacro(SortByObjectSize, bool);
itkGetConstMacro(SortByObjectSize, bool);
itkBooleanMacro(SortByObjectSize);
/** Get the size of each object in pixels. This information is only
* valid after the filter has executed. Size of the background is
* not calculated. Size of object #1 is
* GetSizeOfObjectsInPixels()[0]. Size of object #2 is
* GetSizeOfObjectsInPixels()[1]. Etc. */
const ObjectSizeInPixelsContainerType & GetSizeOfObjectsInPixels() const
{
// The GetConstReferenceMacro can't be used here becase this container
// doesn't have an ostream<< operator overloaded.
return this->m_SizeOfObjectsInPixels;
}
/** Get the size of each object in physical space (in units of pixel
* size). This information is only valid after the filter has
* executed. Size of the background is not calculated. Size of
* object #1 is GetSizeOfObjectsInPhysicalUnits()[0]. Size of object
* #2 is GetSizeOfObjectsInPhysicalUnits()[1]. Etc. */
const ObjectSizeInPhysicalUnitsContainerType & GetSizeOfObjectsInPhysicalUnits() const
{
// The GetConstReferenceMacro can't be used here becase this container
// doesn't have an ostream<< operator overloaded.
return this->m_SizeOfObjectsInPhysicalUnits;
}
/** Get the size of a particular object in pixels. This information is only
* valid after the filter has executed. Size of the background
* (object #0) is not calculated. */
ObjectSizeType GetSizeOfObjectInPixels(LabelType obj) const
{
if ( obj > 0 && obj <= m_NumberOfObjects )
{
return m_SizeOfObjectsInPixels[obj - 1];
}
else
{
return 0;
}
}
/** Get the size of a particular object in physical space (in units of pixel
* size). This information is only valid after the filter has
* executed. Size of the background (object #0) is not calculated. */
float GetSizeOfObjectInPhysicalUnits(LabelType obj) const
{
if ( obj > 0 && obj <= m_NumberOfObjects )
{
return m_SizeOfObjectsInPhysicalUnits[obj - 1];
}
else
{
return 0;
}
}
#ifdef ITK_USE_CONCEPT_CHECKING
// Begin concept checking
itkConceptMacro( InputEqualityComparableCheck,
( Concept::EqualityComparable< InputPixelType > ) );
itkConceptMacro( UnsignedLongConvertibleToInputCheck,
( Concept::Convertible< LabelType, InputPixelType > ) );
itkConceptMacro( OutputLongConvertibleToUnsignedLongCheck,
( Concept::Convertible< OutputPixelType, LabelType > ) );
itkConceptMacro( InputConvertibleToOutputCheck,
( Concept::Convertible< InputPixelType, OutputPixelType > ) );
itkConceptMacro( SameDimensionCheck,
( Concept::SameDimension< InputImageDimension, ImageDimension > ) );
// End concept checking
#endif
protected:
RelabelComponentImageFilter():
m_NumberOfObjects(0), m_NumberOfObjectsToPrint(10),
m_OriginalNumberOfObjects(0), m_MinimumObjectSize(0),
m_SortByObjectSize(true)
{ this->InPlaceOff(); }
virtual ~RelabelComponentImageFilter() ITK_OVERRIDE {}
/**
* Standard pipeline method.
*/
void GenerateData() ITK_OVERRIDE;
/** RelabelComponentImageFilter needs the entire input. Therefore
* it must provide an implementation GenerateInputRequestedRegion().
* \sa ProcessObject::GenerateInputRequestedRegion(). */
void GenerateInputRequestedRegion() ITK_OVERRIDE;
/** Standard printself method */
void PrintSelf(std::ostream & os, Indent indent) const ITK_OVERRIDE;
struct RelabelComponentObjectType {
LabelType m_ObjectNumber;
ObjectSizeType m_SizeInPixels;
float m_SizeInPhysicalUnits;
};
// put the function objects here for sorting in descending order
class RelabelComponentSizeInPixelsComparator
{
public:
bool operator()(const RelabelComponentObjectType & a,
const RelabelComponentObjectType & b)
{
if ( a.m_SizeInPixels > b.m_SizeInPixels )
{
return true;
}
else if ( a.m_SizeInPixels < b.m_SizeInPixels )
{
return false;
}
// size in pixels and physical units are the same, sort based on
// original object number
else if ( a.m_ObjectNumber < b.m_ObjectNumber )
{
return true;
}
else
{
return false;
}
}
};
private:
ITK_DISALLOW_COPY_AND_ASSIGN(RelabelComponentImageFilter);
LabelType m_NumberOfObjects;
LabelType m_NumberOfObjectsToPrint;
LabelType m_OriginalNumberOfObjects;
ObjectSizeType m_MinimumObjectSize;
bool m_SortByObjectSize;
ObjectSizeInPixelsContainerType m_SizeOfObjectsInPixels;
ObjectSizeInPhysicalUnitsContainerType m_SizeOfObjectsInPhysicalUnits;
};
} // end namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
#include "itkRelabelComponentImageFilter.hxx"
#endif
#endif
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