[ITK] [ITK-users] problem with 3d region growing
Matt McCormick
matt.mccormick at kitware.com
Wed Feb 4 14:36:32 EST 2015
Hi Samah,
Welcome to ITK!
For a 3D image, the third index of the seed does need to be defined.
To apply a filter on each slice independently, use the
SliceBySliceImageFilter [1].
HTH,
Matt
[1] http://www.itk.org/Doxygen/html/classitk_1_1SliceBySliceImageFilter.html
On Wed, Feb 4, 2015 at 1:59 PM, samah bouzidi <samah.bouzidi at gmail.com> wrote:
> hello itk users,
>
> I am a beginner ITK users. I am trying to segment a volume using region
> growing algorithm. I am able to do it in a 2D image (dicom) but not for a
> volume.
> 1) I saw that for 3D region growing the seed point have 3 coordinates (x, y,
> z). In my case, z is the slice number (i am using .img format). Can I use an
> (x,y) seed point?
> 2) I have another idea, reading an image series and applied the filter for
> each image and then writing them in volume. Are there any examples ( applied
> a filter in image series) that one could help me?
>
> regards
> Samah.
>
> My source code is as follows
> ================================
> #include "itkConnectedThresholdImageFilter.h"
> #include "itkImage.h"
> #include "itkImageFileReader.h"
> #include "itkImageFileWriter.h"
>
> int main( int argc, char *argv[])
> {
> typedef signed short InternalPixelType;
> typedef unsigned char OutputPixelType;
> const unsigned int Dimension = 3;
> typedef itk::Image< InternalPixelType, Dimension > InternalImageType;
>
> typedef itk::Image< OutputPixelType, Dimension > OutputImageType;
>
> typedef itk::ImageFileReader< InternalImageType > ReaderType;
> typedef itk::ImageFileWriter< OutputImageType > WriterType;
>
> ReaderType::Pointer reader = ReaderType::New();
> WriterType::Pointer writer = WriterType::New();
>
> reader->SetFileName( "/home/doctorant/Téléchargements/Images/in.img" );
> writer->SetFileName( "/home/doctorant/Téléchargements/Images/out.img");
>
>
> typedef itk::ConnectedThresholdImageFilter< InternalImageType,
> OutputImageType > ConnectedFilterType;
>
> ConnectedFilterType::Pointer connectedThreshold =
> ConnectedFilterType::New();
>
> connectedThreshold->SetInput( reader->GetOutput() );
> writer->SetInput( connectedThreshold->GetOutput() );
>
>
> const InternalPixelType lowerThreshold = -1050 ;
> const InternalPixelType upperThreshold = -600;
>
> connectedThreshold->SetLower( lowerThreshold );
> connectedThreshold->SetUpper( upperThreshold );
>
> connectedThreshold->SetReplaceValue( 255 );
>
>
>
>
> InternalImageType::IndexType index;
> index[0] = 250;
> index[1] = 239;
>
> connectedThreshold->SetSeed( index );
>
>
> try
> {
> writer->Update();
> }
> catch( itk::ExceptionObject & excep )
> {
> std::cerr << "Exception caught !" << std::endl;
> std::cerr << excep << std::endl;
> }
>
> return 0;
> }
>
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