Examples/DataRepresentation/Image/ImageAdaptor2.cxx

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// Software Guide : BeginLatex
//
// This example illustrates how to use the \doxygen{ImageAdaptor}
// to access the individual components of an RGB image. In this case, we
// create an ImageAdaptor that will accept a RGB image as input and
// presents it as a scalar image. The pixel data
// will be taken directly from the red channel of the original image.
//
// \index{itk::ImageAdaptor!Instantiation}
// \index{itk::ImageAdaptor!Header}
//
// Software Guide : EndLatex
 
#include "itkImageAdaptor.h"
#include "itkImageRegionIteratorWithIndex.h"
#include "itkImageFileReader.h"
#include "itkImageFileWriter.h"
#include "itkRescaleIntensityImageFilter.h"
 
 
//  Software Guide : BeginLatex
//
//  As with the previous example, the bulk of the effort in creating the image
//  adaptor is associated with the definition of the pixel accessor class. In
//  this case, the accessor converts a RGB vector to a scalar containing the
//  red channel component. Note that in the following, we do not need to
//  define the \code{Set()} method since we only expect the adaptor to be used
//  for reading data from the image.
//
//  Software Guide : EndLatex
 
 
// Software Guide : BeginCodeSnippet
class RedChannelPixelAccessor
{
public:
  using InternalType = itk::RGBPixel<float>;
  using ExternalType = float;
 
  static ExternalType
  Get(const InternalType & input)
  {
    return static_cast<ExternalType>(input.GetRed());
  }
};
// Software Guide : EndCodeSnippet
 
 
//  Software Guide : BeginLatex
//
//  The \code{Get()} method simply calls the \code{GetRed()} method
//  defined in the \doxygen{RGBPixel} class.
//
//  Software Guide : EndLatex
 
 
//-------------------------
//
//   Main code
//
//-------------------------
 
int
main(int argc, char * argv[])
{
  if (argc < 3)
  {
    std::cerr << "Usage: " << std::endl;
    std::cerr << "ImageAdaptor2   inputRGBFileName outputRedChannelFileName"
              << std::endl;
    return EXIT_FAILURE;
  }
 
 
  //  Software Guide : BeginLatex
  //
  //  Now we use the internal pixel type of the pixel accessor to define the
  //  input image type, and then proceed to instantiate the ImageAdaptor type.
  //
  //  \index{PixelAccessor!RGB red channel}
  //  \index{itk::ImageAdaptor!RGB red channel}
  //  \index{ImageAdaptor!RGB red channel}
  //
  //  Software Guide : EndLatex
 
 
  // Software Guide : BeginCodeSnippet
  using InputPixelType = RedChannelPixelAccessor::InternalType;
  constexpr unsigned int Dimension = 2;
  using ImageType = itk::Image<InputPixelType, Dimension>;
 
  using ImageAdaptorType =
    itk::ImageAdaptor<ImageType, RedChannelPixelAccessor>;
 
  auto adaptor = ImageAdaptorType::New();
  // Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  We create an image reader and connect the output to the adaptor
  //  as before.
  //
  //  Software Guide : EndLatex
 
 
  // Software Guide : BeginCodeSnippet
  using ReaderType = itk::ImageFileReader<ImageType>;
  auto reader = ReaderType::New();
  // Software Guide : EndCodeSnippet
 
  reader->SetFileName(argv[1]);
  reader->Update();
 
  // Software Guide : BeginCodeSnippet
  adaptor->SetImage(reader->GetOutput());
  // Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  We create an \doxygen{RescaleIntensityImageFilter} and an
  //  \doxygen{ImageFileWriter} to rescale the dynamic range of the pixel
  //  values and send the extracted channel to an image file. Note that the
  //  image type used for the rescaling filter is the \code{ImageAdaptorType}
  //  itself. That is, the adaptor type is used in the same context as an
  //  image type.
  //
  //  Software Guide : EndLatex
 
 
  // Software Guide : BeginCodeSnippet
  using OutputImageType = itk::Image<unsigned char, Dimension>;
  using RescalerType =
    itk::RescaleIntensityImageFilter<ImageAdaptorType, OutputImageType>;
 
  auto rescaler = RescalerType::New();
  using WriterType = itk::ImageFileWriter<OutputImageType>;
  auto writer = WriterType::New();
  // Software Guide : EndCodeSnippet
 
 
  writer->SetFileName(argv[2]);
 
 
  //  Software Guide : BeginLatex
  //
  //  Now we connect the adaptor as the input to the rescaler and set the
  //  parameters for the intensity rescaling.
  //
  //  Software Guide : EndLatex
 
  // Software Guide : BeginCodeSnippet
  rescaler->SetOutputMinimum(0);
  rescaler->SetOutputMaximum(255);
 
  rescaler->SetInput(adaptor);
  writer->SetInput(rescaler->GetOutput());
  // Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  Finally, we invoke the \code{Update()} method on the writer and take
  //  precautions to catch any exception that may be thrown during
  //  the execution of the pipeline.
  //
  //  Software Guide : EndLatex
 
  // Software Guide : BeginCodeSnippet
  try
  {
    writer->Update();
  }
  catch (const itk::ExceptionObject & excp)
  {
    std::cerr << "Exception caught " << excp << std::endl;
    return EXIT_FAILURE;
  }
  // Software Guide : EndCodeSnippet
 
 
  //  Software Guide : BeginLatex
  //
  //  ImageAdaptors for the green and blue channels can easily be implemented
  //  by modifying the pixel accessor of the red channel and then using the
  //  new pixel accessor for instantiating the type of an image adaptor.
  //  The following define a green channel pixel accessor.
  //
  //  \index{PixelAccessor!RGB green channel}
  //  \index{itk::ImageAdaptor!RGB green channel}
  //  \index{ImageAdaptor!RGB green channel}
  //
  //  Software Guide : EndLatex
 
 
  // Software Guide : BeginCodeSnippet
  class GreenChannelPixelAccessor
  {
  public:
    using InternalType = itk::RGBPixel<float>;
    using ExternalType = float;
 
    static ExternalType
    Get(const InternalType & input)
    {
      return static_cast<ExternalType>(input.GetGreen());
    }
  };
  // Software Guide : EndCodeSnippet
 
  //  Software Guide : BeginLatex
  //
  // A blue channel pixel accessor is similarly defined.
  //
  //  \index{PixelAccessor!RGB blue channel}
  //  \index{itk::ImageAdaptor!RGB blue channel}
  //  \index{ImageAdaptor!RGB blue channel}
  //
  //  Software Guide : EndLatex
 
  // Software Guide : BeginCodeSnippet
  class BlueChannelPixelAccessor
  {
  public:
    using InternalType = itk::RGBPixel<float>;
    using ExternalType = float;
 
    static ExternalType
    Get(const InternalType & input)
    {
      return static_cast<ExternalType>(input.GetBlue());
    }
  };
  // Software Guide : EndCodeSnippet
 
  //  Software Guide : BeginLatex
  //
  // \begin{figure} \center
  // \includegraphics[width=0.24\textwidth]{VisibleWomanEyeSlice}
  // \includegraphics[width=0.24\textwidth]{VisibleWomanEyeSliceRedComponent}
  // \includegraphics[width=0.24\textwidth]{VisibleWomanEyeSliceGreenComponent}
  // \includegraphics[width=0.24\textwidth]{VisibleWomanEyeSliceBlueComponent}
  // \itkcaption[Image Adaptor to RGB Image]{Using
  // ImageAdaptor to extract the components of an RGB image. The
  // image on the left is a subregion of the Visible Woman cryogenic data set.
  // The red, green and blue components are shown from left to right as scalar
  // images extracted with an ImageAdaptor.}
  // \label{fig:ImageAdaptorToRGBImage}
  // \end{figure}
  //
  //
  //  Figure~\ref{fig:ImageAdaptorToRGBImage} shows the result
  //  of extracting the red, green and blue components from a region of the
  //  Visible Woman cryogenic data set.
  //
  //  Software Guide : EndLatex
 
  return EXIT_SUCCESS;
}