[Insight-users] Problems about 3D construction with tetrahedral mesh from DICOM series
smallping
smallping at fe.up.pt
Thu Aug 4 13:06:45 EDT 2011
I want to read the DICOM series, and then create tetrahedral mesh for volume
modeling.
I do like this:
1) Read the 3D image data from a series of DICOM files
2) Use CurvatureFlowImageFilter to smooth the image
3) Run an image segmentation method
4) Use the vtkContour filter to generate the surface mesh
5) Save the surface mesh data to a .vtk file
6) Using TetGen, to generate the tetrahedral mesh from the surface mesh, and
save into .vtk file
But I have problems at step 6, when I try to use TetGen to generate the
tetrahedral mesh from the surface mesh, it failed.
Then I use ParaView to visualize my surface mesh, I find maybe there are
some problems with the surface mesh.
Because in the surface mesh, there are many holes, and a surface circle
around the object, I do not know what is this.
The surface mesh is shown as the following picture.
http://itk-insight-users.2283740.n2.nabble.com/file/n6653520/Surface_mesh.jpg
Can somebody know how to fix this ?
Or give me an example to do this ?
I need help from you.
Thanks
The following is my codes for step 2 to step 6 to generate the surface mesh
/*=========================================================================
#include "itkCommand.h"
#include "itkImage.h"
#include "itkVTKImageExport.h"
#include "itkVTKImageImport.h"
#include "itkConfidenceConnectedImageFilter.h"
#include "itkCastImageFilter.h"
#include "itkRGBPixel.h"
#include "itkImageFileReader.h"
#include "itkImageFileWriter.h"
#include "vtkImageImport.h"
#include "vtkImageExport.h"
#include "vtkRenderer.h"
#include "vtkRenderWindow.h"
#include "vtkRenderWindowInteractor.h"
#include "vtkActor.h"
#include "vtkPolyData.h"
#include "vtkPolyDataMapper.h"
#include "vtkContourFilter.h"
#include "vtkImageData.h"
#include "vtkDataSet.h"
#include "vtkProperty.h"
#include "vtkImagePlaneWidget.h"
#include "vtkCellPicker.h"
#include "vtkPolyDataWriter.h"
#include "itkCurvatureFlowImageFilter.h"
#include "vtkSmartPointer.h"
#include "vtkSTLWriter.h"
template <typename ITK_Exporter, typename VTK_Importer>
void ConnectPipelines(ITK_Exporter exporter, VTK_Importer* importer)
{
importer->SetUpdateInformationCallback(exporter->GetUpdateInformationCallback());
importer->SetPipelineModifiedCallback(exporter->GetPipelineModifiedCallback());
importer->SetWholeExtentCallback(exporter->GetWholeExtentCallback());
importer->SetSpacingCallback(exporter->GetSpacingCallback());
importer->SetOriginCallback(exporter->GetOriginCallback());
importer->SetScalarTypeCallback(exporter->GetScalarTypeCallback());
importer->SetNumberOfComponentsCallback(exporter->GetNumberOfComponentsCallback());
importer->SetPropagateUpdateExtentCallback(exporter->GetPropagateUpdateExtentCallback());
importer->SetUpdateDataCallback(exporter->GetUpdateDataCallback());
importer->SetDataExtentCallback(exporter->GetDataExtentCallback());
importer->SetBufferPointerCallback(exporter->GetBufferPointerCallback());
importer->SetCallbackUserData(exporter->GetCallbackUserData());
}
template <typename VTK_Exporter, typename ITK_Importer>
void ConnectPipelines(VTK_Exporter* exporter, ITK_Importer importer)
{
importer->SetUpdateInformationCallback(exporter->GetUpdateInformationCallback());
importer->SetPipelineModifiedCallback(exporter->GetPipelineModifiedCallback());
importer->SetWholeExtentCallback(exporter->GetWholeExtentCallback());
importer->SetSpacingCallback(exporter->GetSpacingCallback());
importer->SetOriginCallback(exporter->GetOriginCallback());
importer->SetScalarTypeCallback(exporter->GetScalarTypeCallback());
importer->SetNumberOfComponentsCallback(exporter->GetNumberOfComponentsCallback());
importer->SetPropagateUpdateExtentCallback(exporter->GetPropagateUpdateExtentCallback());
importer->SetUpdateDataCallback(exporter->GetUpdateDataCallback());
importer->SetDataExtentCallback(exporter->GetDataExtentCallback());
importer->SetBufferPointerCallback(exporter->GetBufferPointerCallback());
importer->SetCallbackUserData(exporter->GetCallbackUserData());
}
int main(int argc, char * argv [] )
{
//DICOM-IMG.vtk is read from DICOM series
argv[1]="/home/smallping/Codes/ITK/Test/MeshSurface/DICOM-IMG.vtk";
try
{
typedef float InputPixelType;
typedef unsigned char MaskPixelType;
const unsigned int Dimension = 3;
typedef itk::Image< InputPixelType, Dimension > InputImageType;
typedef itk::Image< MaskPixelType, Dimension > MaskImageType ;
typedef itk::ImageFileReader< InputImageType > ReaderType ;
ReaderType::Pointer reader = ReaderType::New();
reader->SetFileName( argv[1] );
reader->Update();
////////////////////////////////////////////////////////////// Smooth
typedef itk::CurvatureFlowImageFilter< InputImageType, InputImageType >
CurvatureFlowImageFilterType;
CurvatureFlowImageFilterType::Pointer smoothing =
CurvatureFlowImageFilterType::New();
smoothing->SetInput( reader->GetOutput() );
smoothing->SetNumberOfIterations( 10 );
smoothing->SetTimeStep( 0.0625 );
//////////////////////////////////////////////////////////////Segmentation
typedef itk::ConfidenceConnectedImageFilter<InputImageType,
MaskImageType> ConnectedFilterType;
ConnectedFilterType::Pointer filter = ConnectedFilterType::New();
filter->SetInput( smoothing->GetOutput() );
filter->SetNumberOfIterations(2);
filter->SetReplaceValue(255);
filter->SetMultiplier(2.5);
InputImageType::Pointer inputImage = reader->GetOutput();
InputImageType::SizeType size =
inputImage->GetBufferedRegion().GetSize();
InputImageType::IndexType start =
inputImage->GetBufferedRegion().GetIndex();
InputImageType::IndexType seed;
seed[0] = start[0] + size[0] / 2;
seed[1] = start[1] + size[1] / 2;
seed[2] = start[2] + size[2] / 2;
filter->SetSeed( seed );
//////////////////////////////////////////////////////////////
typedef itk::VTKImageExport< InputImageType > ExportFilter1Type;
typedef itk::VTKImageExport< MaskImageType > ExportFilter2Type;
ExportFilter1Type::Pointer itkExporter1 = ExportFilter1Type::New();
ExportFilter2Type::Pointer itkExporter2 = ExportFilter2Type::New();
itkExporter1->SetInput( reader->GetOutput() );
itkExporter2->SetInput( filter->GetOutput() );
vtkImageImport* vtkImporter1 = vtkImageImport::New();
ConnectPipelines(itkExporter1, vtkImporter1);
vtkImageImport* vtkImporter2 = vtkImageImport::New();
ConnectPipelines(itkExporter2, vtkImporter2);
vtkImporter1->Update();
//////////////////////////////////////////////////////////////Surface
vtkContourFilter * contour = vtkContourFilter::New();
contour->SetInput( vtkImporter2->GetOutput() );
contour->SetValue(0, 128);
//////////////////////////////////////////////////////////////
vtkPolyDataWriter * vtkWriter = vtkPolyDataWriter::New();
vtkWriter->SetFileName("/home/smallping/Codes/ITK/Test/MeshSurface/DICOM-SURF.vtk");
//save as vtk
vtkWriter->SetInput( contour->GetOutput() );
vtkWriter->Write();
vtkSmartPointer< vtkSTLWriter > stlWriter = vtkSmartPointer<
vtkSTLWriter >::New(); //save as stl
stlWriter->SetInput( contour->GetOutput() );
stlWriter->SetFileName(
"/home/smallping/Codes/ITK/Test/MeshSurface/DICOM-SURF.stl" );
stlWriter->Update();
//////////////////////////////////////////////////////////////
vtkImporter1->Delete();
vtkImporter2->Delete();
contour->Delete();
}
catch( itk::ExceptionObject & e )
{
std::cerr << "Exception catched !! " << e << std::endl;
}
return 0;
}
--
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