Filtering/SecondDerivativeRecursiveGaussianImageFilter.cxx

/*=========================================================================
 *
 *  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.
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//  Software Guide : BeginLatex
//
//  This example illustrates how to compute second derivatives of
//  a 3D image using the \doxygen{RecursiveGaussianImageFilter}.
//
//  In this example, all the second derivatives are computed independently in
//  the same way as if they were intended to be used for building the Hessian
//  matrix of the image.
//
//  Software Guide : EndLatex


// Software Guide : BeginCodeSnippet
#include "itkRecursiveGaussianImageFilter.h"
#include "itkImageFileReader.h"
#include "itkImageFileWriter.h"
#include "itkImageDuplicator.h"
#include <string>


int main(int argc, char * argv [] )
{

  if( argc < 3 )
    {
    std::cerr << "Usage: " << std::endl;
    std::cerr << argv[0] << " inputImage outputPrefix  [sigma] " << std::endl;
    return EXIT_FAILURE;
    }

  typedef float            PixelType;
  typedef float            OutputPixelType;

  const unsigned int  Dimension = 3;

  typedef itk::Image< PixelType,       Dimension >  ImageType;
  typedef itk::Image< OutputPixelType, Dimension >  OutputImageType;

  typedef itk::ImageFileReader< ImageType       >   ReaderType;
  typedef itk::ImageFileWriter< OutputImageType >   WriterType;

  typedef itk::ImageDuplicator< OutputImageType >   DuplicatorType;

  typedef itk::RecursiveGaussianImageFilter<
                                      ImageType,
                                      ImageType >  FilterType;

  ReaderType::Pointer  reader  = ReaderType::New();
  WriterType::Pointer  writer  = WriterType::New();

  DuplicatorType::Pointer duplicator  = DuplicatorType::New();

  reader->SetFileName( argv[1] );

  std::string outputPrefix = argv[2];
  std::string outputFileName;

  try
    {
    reader->Update();
    }
  catch( itk::ExceptionObject & excp )
    {
    std::cerr << "Problem reading the input file" << std::endl;
    std::cerr << excp << std::endl;
    return EXIT_FAILURE;
    }

  FilterType::Pointer ga = FilterType::New();
  FilterType::Pointer gb = FilterType::New();
  FilterType::Pointer gc = FilterType::New();

  ga->SetDirection( 0 );
  gb->SetDirection( 1 );
  gc->SetDirection( 2 );

  if( argc > 3 )
    {
    const float sigma = atof( argv[3] );
    ga->SetSigma( sigma );
    gb->SetSigma( sigma );
    gc->SetSigma( sigma );
    }

  ga->SetZeroOrder();
  gb->SetZeroOrder();
  gc->SetSecondOrder();

  ImageType::Pointer inputImage = reader->GetOutput();

  ga->SetInput( inputImage );
  gb->SetInput( ga->GetOutput() );
  gc->SetInput( gb->GetOutput() );

  duplicator->SetInputImage( gc->GetOutput() );


  gc->Update();
  duplicator->Update();

  ImageType::Pointer Izz = duplicator->GetModifiableOutput();

  writer->SetInput( Izz );
  outputFileName = outputPrefix + "-Izz.mhd";
  writer->SetFileName( outputFileName.c_str() );
  writer->Update();

  gc->SetDirection( 1 );  // gc now works along Y
  gb->SetDirection( 2 );  // gb now works along Z

  gc->Update();
  duplicator->Update();

  ImageType::Pointer Iyy = duplicator->GetModifiableOutput();

  writer->SetInput( Iyy );
  outputFileName = outputPrefix + "-Iyy.mhd";
  writer->SetFileName( outputFileName.c_str() );
  writer->Update();


  gc->SetDirection( 0 );  // gc now works along X
  ga->SetDirection( 1 );  // ga now works along Y

  gc->Update();
  duplicator->Update();

  ImageType::Pointer Ixx = duplicator->GetModifiableOutput();

  writer->SetInput( Ixx );
  outputFileName = outputPrefix + "-Ixx.mhd";
  writer->SetFileName( outputFileName.c_str() );
  writer->Update();


  ga->SetDirection( 0 );
  gb->SetDirection( 1 );
  gc->SetDirection( 2 );

  ga->SetZeroOrder();
  gb->SetFirstOrder();
  gc->SetFirstOrder();

  gc->Update();
  duplicator->Update();

  ImageType::Pointer Iyz = duplicator->GetModifiableOutput();

  writer->SetInput( Iyz );
  outputFileName = outputPrefix + "-Iyz.mhd";
  writer->SetFileName( outputFileName.c_str() );
  writer->Update();


  ga->SetDirection( 1 );
  gb->SetDirection( 0 );
  gc->SetDirection( 2 );

  ga->SetZeroOrder();
  gb->SetFirstOrder();
  gc->SetFirstOrder();

  gc->Update();
  duplicator->Update();

  ImageType::Pointer Ixz = duplicator->GetModifiableOutput();

  writer->SetInput( Ixz );
  outputFileName = outputPrefix + "-Ixz.mhd";
  writer->SetFileName( outputFileName.c_str() );
  writer->Update();

  ga->SetDirection( 2 );
  gb->SetDirection( 0 );
  gc->SetDirection( 1 );

  ga->SetZeroOrder();
  gb->SetFirstOrder();
  gc->SetFirstOrder();

  gc->Update();
  duplicator->Update();

  ImageType::Pointer Ixy = duplicator->GetModifiableOutput();

  writer->SetInput( Ixy );
  outputFileName = outputPrefix + "-Ixy.mhd";
  writer->SetFileName( outputFileName.c_str() );
  writer->Update();

  // Software Guide : EndCodeSnippet

return EXIT_SUCCESS;
}