Examples/IO/CovariantVectorImageExtractComponent.cxx

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//  Software Guide : BeginLatex
//
//  This example illustrates how to read an image whose pixel type is
//  \code{CovariantVector}, extract one of its components to form a scalar
//  image and finally save this image into a file.
//
//  The \doxygen{VectorIndexSelectionCastImageFilter} is used to extract
//  a scalar from the vector image. It is also possible to cast the component
//  type when using this filter. It is the user's responsibility to make sure
//  that the cast will not result in any information loss.
//
//  Let's start by including the relevant header files.
//
//  \index{itk::ImageFileRead!Vector images}
//  \index{itk::Vector\-Index\-Selection\-Cast\-Image\-Filter!header}
//
//  Software Guide : EndLatex
 
// Software Guide : BeginCodeSnippet
#include "itkImageFileReader.h"
#include "itkImageFileWriter.h"
#include "itkVectorIndexSelectionCastImageFilter.h"
#include "itkRescaleIntensityImageFilter.h"
// Software Guide : EndCodeSnippet
 
 
#include "itkImage.h"
 
 
int
main(int argc, char ** argv)
{
  // Verify the number of parameters in the command line
  if (argc < 4)
  {
    std::cerr << "Usage: " << std::endl;
    std::cerr << argv[0] << " inputVectorImageFile  outputScalarImageFile";
    std::cerr << " outupNormalizedScalarImageFile";
    std::cerr << " componentToExtract" << std::endl;
    return EXIT_FAILURE;
  }
 
 
  //  Software Guide : BeginLatex
  //
  //  We read an image of \doxygen{CovariantVector} pixels and extract one of
  //  its components to generate a scalar image of a consistent pixel type.
  //  Then, we rescale the intensities of this scalar image and write it as an
  //  image of \code{unsigned short} pixels.
  //
  //  Software Guide : EndLatex
 
  // Software Guide : BeginCodeSnippet
  using ComponentType = float;
  constexpr unsigned int Dimension = 2;
 
  using InputPixelType = itk::CovariantVector<ComponentType, Dimension>;
 
  using OutputPixelType = unsigned short;
 
  using InputImageType = itk::Image<InputPixelType, Dimension>;
  using ComponentImageType = itk::Image<ComponentType, Dimension>;
  using OutputImageType = itk::Image<OutputPixelType, Dimension>;
  // Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  The \doxygen{ImageFileReader} and \doxygen{ImageFileWriter}
  //  are instantiated using the image types.
  //
  //  Software Guide : EndLatex
 
  // Software Guide : BeginCodeSnippet
  using ReaderType = itk::ImageFileReader<InputImageType>;
  using WriterType = itk::ImageFileWriter<OutputImageType>;
  // Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  The VectorIndexSelectionCastImageFilter is instantiated
  //  using the input and output image types. A filter object is created with
  //  the \code{New()} method and assigned to a \doxygen{SmartPointer}.
  //
  //  \index{itk::Vector\-Index\-Selection\-Cast\-Image\-Filter!Instantiation}
  //  \index{itk::Vector\-Index\-Selection\-Cast\-Image\-Filter!New()}
  //  \index{itk::Vector\-Index\-Selection\-Cast\-Image\-Filter!Pointer}
  //
  //  Software Guide : EndLatex
 
  // Software Guide : BeginCodeSnippet
  using FilterType =
    itk::VectorIndexSelectionCastImageFilter<InputImageType,
                                             ComponentImageType>;
 
  FilterType::Pointer componentExtractor = FilterType::New();
  // Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  The VectorIndexSelectionCastImageFilter class requires us to specify
  //  which of the vector components is to be extracted from the vector image.
  //  This is done with the \code{SetIndex()} method. In this example we
  //  obtain this value from the command line arguments.
  //
  //  \index{itk::Vector\-Index\-Selection\-Cast\-Image\-Filter!SetIndex()}
  //
  //  Software Guide : EndLatex
 
  const unsigned int indexOfComponentToExtract = std::stoi(argv[4]);
 
  if (indexOfComponentToExtract >= Dimension)
  {
    std::cerr << "You are requesting an index out of the range for the "
                 "Vector dimension"
              << std::endl;
    std::cerr << "Vector dimension is = " << Dimension << std::endl;
    std::cerr << "but your requested index = " << indexOfComponentToExtract
              << std::endl;
    return EXIT_FAILURE;
  }
 
  //  Software Guide : BeginCodeSnippet
  componentExtractor->SetIndex(indexOfComponentToExtract);
  //  Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  The \doxygen{RescaleIntensityImageFilter} filter is instantiated here.
  //
  //  \index{RescaleIntensityImageFilter!Instantiation}
  //  \index{RescaleIntensityImageFilter!New()}
  //  \index{RescaleIntensityImageFilter!Pointer}
  //
  //  Software Guide : EndLatex
 
  //  Software Guide : BeginCodeSnippet
  using RescaleFilterType =
    itk::RescaleIntensityImageFilter<ComponentImageType, OutputImageType>;
 
  RescaleFilterType::Pointer rescaler = RescaleFilterType::New();
  //  Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  The minimum and maximum values for the output image are specified in
  //  the following. Note the use of the \doxygen{NumericTraits} class which
  //  allows us to define a number of type-related constants in a generic
  //  way. The use of traits is a fundamental characteristic of generic
  //  programming~\cite{Austern1999,Alexandrescu2001}.
  //
  //  \index{RescaleIntensityImageFilter!SetOutputMinimum()}
  //  \index{RescaleIntensityImageFilter!SetOutputMaximum()}
  //
  //  Software Guide : EndLatex
 
  //  Software Guide : BeginCodeSnippet
  rescaler->SetOutputMinimum(itk::NumericTraits<OutputPixelType>::min());
  rescaler->SetOutputMaximum(itk::NumericTraits<OutputPixelType>::max());
  //  Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  Below, we create the reader and writer using the \code{New()} method and
  //  assign the result to a \doxygen{SmartPointer}.
  //
  //  \index{itk::ImageFileReader!New()}
  //  \index{itk::ImageFileWriter!New()}
  //  \index{itk::ImageFileReader!SmartPointer}
  //  \index{itk::ImageFileWriter!SmartPointer}
  //
  //  Software Guide : EndLatex
 
  // Software Guide : BeginCodeSnippet
  ReaderType::Pointer reader = ReaderType::New();
  WriterType::Pointer writer = WriterType::New();
  // Software Guide : EndCodeSnippet
 
 
  // Here we recover the file names from the command line arguments
  //
  const char * inputFilename = argv[1];
  const char * outputFilename = argv[3];
 
 
  //  Software Guide : BeginLatex
  //
  //  The name of the file to be read or written is passed to the
  //  \code{SetFileName()} method.
  //
  //  \index{itk::ImageFileReader!SetFileName()}
  //  \index{itk::ImageFileWriter!SetFileName()}
  //  \index{SetFileName()!itk::ImageFileReader}
  //  \index{SetFileName()!itk::ImageFileWriter}
  //
  //  Software Guide : EndLatex
 
  // Software Guide : BeginCodeSnippet
  reader->SetFileName(inputFilename);
  writer->SetFileName(outputFilename);
  // Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  Below we connect the reader, filter and writer to form the data
  //  processing pipeline.
  //
  //  Software Guide : EndLatex
 
  // Software Guide : BeginCodeSnippet
  componentExtractor->SetInput(reader->GetOutput());
  rescaler->SetInput(componentExtractor->GetOutput());
  writer->SetInput(rescaler->GetOutput());
  // Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  Finally we execute the pipeline by invoking \code{Update()} on the
  //  writer. The call is placed in a \code{try/catch} block in case
  //  exceptions are thrown.
  //
  //  Software Guide : EndLatex
 
  // Software Guide : BeginCodeSnippet
  try
  {
    writer->Update();
  }
  catch (const itk::ExceptionObject & err)
  {
    std::cerr << "ExceptionObject caught !" << std::endl;
    std::cerr << err << std::endl;
    return EXIT_FAILURE;
  }
  // Software Guide : EndCodeSnippet
 
 
  // Here We add another writer that will produce the non-normalized output
  // file
  //
  using ComponentWriterType = itk::ImageFileWriter<ComponentImageType>;
  ComponentWriterType::Pointer componentWriter = ComponentWriterType::New();
  componentWriter->SetInput(componentExtractor->GetOutput());
  componentWriter->SetFileName(argv[2]);
  componentWriter->Update();
 
  return EXIT_SUCCESS;
}