ITK/Examples/ImageProcessing/UnaryFunctorImageFilter: Difference between revisions

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Apply a custom function to every pixel in an image. In this example, we rotate every vector in a 2D VectorImage by 90 degrees.
{{warning|1=The media wiki content on this page is no longer maintained.  The examples presented on the https://itk.org/Wiki/*  pages likely require ITK version 4.13 or earlier releasesIn many cases, the examples on this page no longer conform to the best practices for modern ITK versions.
 
}}
==UnaryFunctorImageFilter.cxx==
<source lang="cpp">
#include "itkVectorImage.h"
#include "itkVector.h"
#include "itkVariableLengthVector.h"
#include "itkRigid2DTransform.h"
#include "itkUnaryFunctorImageFilter.h"
#include "vnl/vnl_math.h"
 
template< class TInput, class TOutput>
class RotateVectors
{
public:
  RotateVectors() {};
  ~RotateVectors() {};
  bool operator!=( const RotateVectors & ) const
    {
    return false;
    }
  bool operator==( const RotateVectors & other ) const
    {
    return !(*this != other);
    }
  inline TOutput operator()( const TInput & A ) const
    {
      typedef itk::Vector<double, 2> VectorType;
      VectorType v;
      v[0] = A[0];
      v[1] = A[1];
           
      typedef itk::Rigid2DTransform< float > TransformType;
 
      TransformType::Pointer transform = TransformType::New();
      transform->SetAngle(vnl_math::pi/2.0);
 
      VectorType outputV = transform->TransformVector(v);
      TOutput transformedVector;
      transformedVector.SetSize(2);
      transformedVector[0] = outputV[0];
      transformedVector[1] = outputV[1];
 
      return transformedVector;
    }
};
 
int main(int, char *[])
{
  typedef itk::VectorImage<float, 2> ImageType;
 
  ImageType::RegionType region;
  ImageType::IndexType start;
  start[0] = 0;
  start[1] = 0;
 
  ImageType::SizeType size;
  size[0] = 2;
  size[1] = 3;
 
  region.SetSize(size);
  region.SetIndex(start);
 
   ImageType::Pointer image = ImageType::New();
  image->SetRegions(region);
  image->SetVectorLength(2);
  image->Allocate();
 
  ImageType::IndexType pixelIndex;
  pixelIndex[0] = 1;
  pixelIndex[1] = 1;
 
  typedef itk::VariableLengthVector<float> VectorType;
  VectorType v;
  v.SetSize(2);
  v[0] = 1;
  v[1] = 0;
 
  image->SetPixel(pixelIndex, v);
 
  typedef itk::UnaryFunctorImageFilter<ImageType,ImageType,
                                  RotateVectors<
    ImageType::PixelType,
    ImageType::PixelType> > FilterType;
 
  FilterType::Pointer filter = FilterType::New();
  filter->SetInput(image);
  filter->Update();
 
  ImageType::PixelType inputPixelValue = image->GetPixel(pixelIndex);
  ImageType::PixelType outputPixelValue = filter->GetOutput()->GetPixel(pixelIndex);
 
  std::cout << "pixel (1,1) was = " << inputPixelValue << std::endl;
  std::cout << "pixel (1,1) now = " << outputPixelValue << std::endl;
 
  return EXIT_SUCCESS;
}
</source>
 
{{ITKCMakeLists|UnaryFunctorImageFilter}}

Latest revision as of 19:52, 5 June 2019

Warning: The media wiki content on this page is no longer maintained. The examples presented on the https://itk.org/Wiki/* pages likely require ITK version 4.13 or earlier releases. In many cases, the examples on this page no longer conform to the best practices for modern ITK versions.