File: ScalingFilterExample.cxx

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/*=========================================================================

  Program:   ORFEO Toolbox
  Language:  C++
  Date:      $Date$
  Version:   $Revision$


  Copyright (c) Centre National d'Etudes Spatiales. All rights reserved.
  See OTBCopyright.txt for details.


     This software is distributed WITHOUT ANY WARRANTY; without even
     the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
     PURPOSE.  See the above copyright notices for more information.

=========================================================================*/


//  Software Guide : BeginCommandLineArgs
//    INPUTS: {QB_Toulouse_Ortho_PAN.tif}
//    OUTPUTS: {QB_Toulouse_Ortho_PAN_rescaled.png}, {QB_Toulouse_Ortho_PAN_casted.png}
//  Software Guide : EndCommandLineArgs

//  Software Guide : BeginLatex
//
// On one hand, satellite images are commonly coded on more than 8 bits to provide
// the dynamic range required from shadows to clouds. On the other hand, image formats
// in use for printing and display are usually limited to 8 bits. We need to convert the value
// to enable a proper display. This is usually done using linear scaling. Of course, you have
// to be aware that some information is lost in the process.
//
//  Software Guide : EndLatex

#include "otbImage.h"
#include "otbImageFileReader.h"
#include "otbImageFileWriter.h"
#include "itkUnaryFunctorImageFilter.h"
#include "itkRescaleIntensityImageFilter.h"
#include "itkCastImageFilter.h"

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

  if (argc != 4)
    {
    std::cerr << "Usage: " << argv[0] << " <inputImageFile> ";
    std::cerr << " <outputRescaledImageFile> <outputCastedImageFile>" <<
    std::endl;
    return EXIT_FAILURE;
    }

  typedef  unsigned short                InputPixelType;
  typedef  unsigned char                 OutputPixelType;
  typedef otb::Image<InputPixelType, 2>  InputImageType;
  typedef otb::Image<OutputPixelType, 2> OutputImageType;

  typedef otb::ImageFileReader<InputImageType> ReaderType;
  ReaderType::Pointer reader = ReaderType::New();
  reader->SetFileName(argv[1]);

  //  Software Guide : BeginLatex
  //
  //  The \doxygen{itk}{RescaleIntensityImageFilter} is used to rescale the value:
  //
  //  Software Guide : EndLatex

  // Software Guide : BeginCodeSnippet
  typedef itk::RescaleIntensityImageFilter<InputImageType,
      OutputImageType> RescalerType;
  RescalerType::Pointer rescaler = RescalerType::New();
  rescaler->SetInput(reader->GetOutput());
  // Software Guide : EndCodeSnippet

  typedef otb::ImageFileWriter<OutputImageType> WriterType;
  WriterType::Pointer writer = WriterType::New();
  writer->SetFileName(argv[2]);
  writer->SetInput(rescaler->GetOutput());
  writer->Update();

  typedef itk::CastImageFilter<InputImageType, OutputImageType> CasterType;
  CasterType::Pointer caster = CasterType::New();
  caster->SetInput(reader->GetOutput());

  writer->SetFileName(argv[3]);
  writer->SetInput(caster->GetOutput());
  writer->Update();

  //  Software Guide : BeginLatex
  // Figure~\ref{fig:SCALING_FILTER} illustrates the difference between a proper scaling and
  // a simple truncation of the value and demonstrates why it is
  // important to keep this in mind.
  // \begin{figure}
  // \center
  // \includegraphics[width=0.44\textwidth]{QB_Toulouse_Ortho_PAN_casted.eps}
  // \includegraphics[width=0.44\textwidth]{QB_Toulouse_Ortho_PAN_rescaled.eps}
  // \itkcaption[Scaling images]{On the left, the image obtained by truncated pixel values
  // at the dynamic acceptable for a png file (between 0 and 255). On the right,
  // the same image with
  // a proper rescaling}
  // \label{fig:SCALING_FILTER}
  // \end{figure}
  //
  //  Software Guide : EndLatex

  return EXIT_SUCCESS;
}