SimpleITK/Advisory Review Board: Difference between revisions

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Line 63: Line 63:
writer.SetInput( filter->GetOutput() );
writer.SetInput( filter->GetOutput() );


// Update the pipieline
// Execute the pipieline
writer.Update();
writer.Update();
</pre>
</pre>

Revision as of 20:10, 2 September 2010

  • Harvey Cline, Kitware Inc.
  • Raghu Machiraju, The State University of Ohio
  • John Galeotti, CMU
  • Hans Johnson, University of Iowa
  • Fabrice de Chaumont, Pasteur Institute
  • New students in the UNC CISMM project (taylorr@cs.unc.edu)
  • Jesus Caban, NLM-NIH

ARB Prototype Code

Gaussian Blur

  • Open an image
  • Filter the image with a Gaussian blur using sigma = 2
  • Write the image back out

Procedural

// Read the image
itk::simple::ImageFileReader reader;
itk::simple::Image::Pointer im = reader.execute( "sample/path/to/image.jpg" );

// Apply Gaussian with sigma = 2
itk::simple::Gaussian filter;
im = filter.execute( im, 2 );

// Write out the image
itk::simple::ImageFileWriter writer;
writer.execute( im, "sample/path/to/output.png" );

Procedural with parameter setting

// Read the image
itk::simple::ImageFileReader reader;
reader.SetFilename( "sample/path/to/image.jpg" );
itk::simple::Image::Pointer im = reader.execute();

// Apply Gaussian with sigma = 2
itk::simple::Gaussian filter;
filter.SetSigma( 2 );
im = filter.execute( im );

// Write out the image
itk::simple::ImageFileWriter writer;
writer.SetFilename( "sample/path/to/output.png" );
writer.execute( im );

Pipelined

// Read the image
itk::simple::ImageFileReader reader;
reader.SetFilename( "sample/path/to/image.jpg" );

// Apply Gaussian with sigma = 2
itk::simple::Gaussian filter;
filter.SetSigma( 2 );
filter.SetInput( reader.getOutput() );

// Write out the image
itk::simple::ImageFileWriter writer;
writer.SetFilename( "sample/path/to/output.png" );
writer.SetInput( filter->GetOutput() );

// Execute the pipieline
writer.Update();

Image Registration

  • Open two images (one fixed, one moving)
  • Register the moving image to the fixed image using affine registration
  • Resample the moving image using the computed transform
  • Write the resampled image out

Procedural

// Open the fixed and moving images
itk::simple::ImageFileReader reader;
itk::simple::Image::Pointer fixedImage = reader.execute( "path/to/fixed.jpg" );
itk::simple::Image::Pointer movingImage = reader.execute( "path/to/moving.jpg" );

// Register the moving image to the fixed image
itk::simple::AffineRegistrator registrator;
itk::simple::AffineTransform transform;
transform = registrator.execute( fixedImage, movingImage );

// Resample the moving image
itk::simple::Resampler resampler;
movingImage = resampler.execute( movingImage, transform );

// Write out the resampled image
itk::simple::ImageFileWriter writer;
writer.ececute( movingImage, "path/to/output.png" );

Procedural with parameter setting

// Open the fixed and moving images
itk::simple::ImageFileReader reader;
reader.SetFilename( "path/to/fixed.jpg" );
itk::simple::Image::Pointer fixedImage = reader.execute();
reader.SetFilename( "path/to/moving.jpg" );
itk::simple::Image::Pointer movingImage = reader.execute();

// Register the moving image to the fixed image
itk::simple::AffineRegistrator registrator;
registrator.SetFixedImage( fixedImage );
registrator.SetMovingImage( movingImage );
itk::simple::AffineTransform transform;
transform = registrator.execute();

// Resample the moving image
itk::simple::Resampler resampler;
resampler.SetTransform( transform );
movingImage = resampler.execute( movingImage );

// Write out the resampled image
itk::simple::ImageFileWriter writer;
writer.SetFilename( "path/to/output.png" );
writer.ececute( movingImage );

Level Set

Region Growing

Watershed

QuadEdgeMesh