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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.
*
*=========================================================================*/
#include "itkImageFileReader.h"
#include "itkImageFileWriter.h"
#include "itkFastMarchingImageFilter.h"
#include "itkLevelSetContainer.h"
#include "itkLevelSetEquationAdvectionTerm.h"
#include "itkLevelSetEquationTermContainer.h"
#include "itkLevelSetEquationContainer.h"
#include "itkAtanRegularizedHeavisideStepFunction.h"
#include "itkLevelSetEvolution.h"
#include "itkLevelSetEvolutionNumberOfIterationsStoppingCriterion.h"
int itkSingleLevelSetDenseAdvectionImage2DTest( int argc, char* argv[] )
{
if( argc < 7 )
{
std::cerr << "Missing Arguments" << std::endl;
return EXIT_FAILURE;
}
const unsigned int Dimension = 2;
typedef unsigned short InputPixelType;
typedef itk::Image< InputPixelType, Dimension > InputImageType;
typedef itk::ImageFileReader< InputImageType > ReaderType;
typedef float PixelType;
typedef itk::Image< PixelType, Dimension > ImageType;
typedef itk::LevelSetDenseImage< ImageType > LevelSetType;
typedef LevelSetType::OutputRealType LevelSetOutputRealType;
typedef itk::ImageRegionIteratorWithIndex< ImageType > IteratorType;
typedef itk::IdentifierType IdentifierType;
typedef itk::LevelSetContainer< IdentifierType, LevelSetType > LevelSetContainerType;
typedef itk::LevelSetEquationAdvectionTerm< InputImageType, LevelSetContainerType >
AdvectionTermType;
typedef itk::LevelSetEquationTermContainer< InputImageType, LevelSetContainerType >
TermContainerType;
typedef itk::LevelSetEquationContainer< TermContainerType > EquationContainerType;
typedef itk::LevelSetEvolution< EquationContainerType, LevelSetType > LevelSetEvolutionType;
typedef itk::AtanRegularizedHeavisideStepFunction<
LevelSetOutputRealType, LevelSetOutputRealType > HeavisideFunctionBaseType;
typedef itk::FastMarchingImageFilter< ImageType, ImageType > FastMarchingFilterType;
typedef FastMarchingFilterType::NodeContainer NodeContainer;
typedef FastMarchingFilterType::NodeType NodeType;
// Read the image to be segmented
ReaderType::Pointer reader = ReaderType::New();
reader->SetFileName( argv[1] );
reader->Update();
InputImageType::Pointer input = reader->GetOutput();
FastMarchingFilterType::Pointer fastMarching = FastMarchingFilterType::New();
NodeContainer::Pointer seeds = NodeContainer::New();
ImageType::IndexType seedPosition;
seedPosition[0] = atoi( argv[2] );
seedPosition[1] = atoi( argv[3] );
const double initialDistance = atof( argv[4] );
const double seedValue = - initialDistance;
NodeType node;
node.SetValue( seedValue );
node.SetIndex( seedPosition );
// The list of nodes is initialized and then every node is inserted using
// the \code{InsertElement()}.
//
seeds->Initialize();
seeds->InsertElement( 0, node );
// The set of seed nodes is passed now to the
// FastMarchingImageFilter with the method
// \code{SetTrialPoints()}.
//
fastMarching->SetTrialPoints( seeds );
// Since the FastMarchingImageFilter is used here just as a
// Distance Map generator. It does not require a speed image as input.
// Instead the constant value $1.0$ is passed using the
// \code{SetSpeedConstant()} method.
//
fastMarching->SetSpeedConstant( 1.0 );
// The FastMarchingImageFilter requires the user to specify the
// size of the image to be produced as output. This is done using the
// \code{SetOutputSize()}. Note that the size is obtained here from the
// output image of the smoothing filter. The size of this image is valid
// only after the \code{Update()} methods of this filter has been called
// directly or indirectly.
//
fastMarching->SetOutputSize( input->GetBufferedRegion().GetSize() );
fastMarching->Update();
// Define the Heaviside function
HeavisideFunctionBaseType::Pointer heaviside = HeavisideFunctionBaseType::New();
heaviside->SetEpsilon( 1.0 );
// Map of levelset bases
LevelSetType::Pointer level_set = LevelSetType::New();
level_set->SetImage( fastMarching->GetOutput() );
// Insert the levelsets in a levelset container
LevelSetContainerType::Pointer lscontainer = LevelSetContainerType::New();
lscontainer->SetHeaviside( heaviside );
bool levelSetNotYetAdded = lscontainer->AddLevelSet( 0, level_set, false );
if ( !levelSetNotYetAdded )
{
return EXIT_FAILURE;
}
std::cout << "Level set container created" << std::endl;
// **************** CREATE ALL TERMS ****************
// -----------------------------
// *** 1st Level Set phi ***
// Create Advection term for phi_{1}
AdvectionTermType::Pointer advectionTerm = AdvectionTermType::New();
advectionTerm->SetInput( input );
advectionTerm->SetCoefficient( 1.0 );
advectionTerm->SetDerivativeSigma( atof( argv[6] ) );
std::cout << "LevelSet 1: Advection term created" << std::endl;
// **************** CREATE ALL EQUATIONS ****************
// Create Term Container
TermContainerType::Pointer termContainer0 = TermContainerType::New();
termContainer0->SetInput( input );
termContainer0->SetCurrentLevelSetId( 0 );
termContainer0->SetLevelSetContainer( lscontainer );
termContainer0->AddTerm( 0, advectionTerm );
std::cout << "Term container 0 created" << std::endl;
EquationContainerType::Pointer equationContainer = EquationContainerType::New();
equationContainer->SetLevelSetContainer( lscontainer );
equationContainer->AddEquation( 0, termContainer0 );
typedef itk::LevelSetEvolutionNumberOfIterationsStoppingCriterion< LevelSetContainerType >
StoppingCriterionType;
StoppingCriterionType::Pointer criterion = StoppingCriterionType::New();
criterion->SetNumberOfIterations( 5 );
LevelSetEvolutionType::Pointer evolution = LevelSetEvolutionType::New();
evolution->SetEquationContainer( equationContainer );
evolution->SetStoppingCriterion( criterion );
evolution->SetLevelSetContainer( lscontainer );
try
{
evolution->Update();
}
catch ( itk::ExceptionObject& err )
{
std::cerr << err << std::endl;
return EXIT_FAILURE;
}
AdvectionTermType::AdvectionImageType * advectionImage = advectionTerm->GetModifiableAdvectionImage();
advectionTerm->SetAdvectionImage( advectionImage );
ImageType::Pointer outputImage = ImageType::New();
outputImage->SetRegions( input->GetLargestPossibleRegion() );
outputImage->CopyInformation( input );
outputImage->Allocate();
outputImage->FillBuffer( 0 );
IteratorType oIt( outputImage, outputImage->GetLargestPossibleRegion() );
oIt.GoToBegin();
ImageType::IndexType idx;
while( !oIt.IsAtEnd() )
{
idx = oIt.GetIndex();
oIt.Set( level_set->Evaluate( idx ) );
++oIt;
}
typedef itk::ImageFileWriter< ImageType > OutputWriterType;
OutputWriterType::Pointer writer = OutputWriterType::New();
writer->SetFileName( argv[5] );
writer->SetInput( outputImage );
try
{
writer->Update();
}
catch ( itk::ExceptionObject& err )
{
std::cout << err << std::endl;
}
return EXIT_SUCCESS;
}
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