ITK/Examples/Images/NeighborhoodOperatorImageFilter

NeighborhoodOperatorImageFilter.cxx

<source lang="cpp">

1. include "itkImage.h"
2. include "itkNeighborhoodOperatorImageFilter.h"
3. include "itkSobelOperator.h"
4. include "itkImageFileWriter.h"
5. include "itkRescaleIntensityImageFilter.h"

typedef itk::Image<float, 2> FloatImageType;

void CreateImage(FloatImageType::Pointer image); void CastRescaleAndWrite(FloatImageType::Pointer image, const std::string& filename);

int main(int, char*[]) {

 FloatImageType::Pointer image = FloatImageType::New();
 CreateImage(image);
 CastRescaleAndWrite(image, "input.png");
 
 typedef itk::SobelOperator<float, 2> SobelOperatorType;
 SobelOperatorType sobelOperator;
 itk::Size<2> radius;
 radius.Fill(1); // a radius of 1x1 creates a 3x3 operator
 sobelOperator.SetDirection(0); // Create the operator for the X axis derivative
 sobelOperator.CreateToRadius(radius);
 
 typedef itk::NeighborhoodOperatorImageFilter<FloatImageType, FloatImageType> NeighborhoodOperatorImageFilterType;
 NeighborhoodOperatorImageFilterType::Pointer filter = NeighborhoodOperatorImageFilterType::New();
 filter->SetOperator(sobelOperator);
 filter->SetInput(image);
 filter->Update();

 CastRescaleAndWrite(filter->GetOutput(), "output.png");
 
 return EXIT_SUCCESS;

}

void CreateImage(FloatImageType::Pointer image) {

 FloatImageType::IndexType start;
 start.Fill(0);

 FloatImageType::SizeType size;
 size.Fill(100);

 FloatImageType::RegionType region(start,size);

 image->SetRegions(region);
 image->Allocate();
 image->FillBuffer(0);

 // Make a square
 for(unsigned int r = 20; r < 80; r++)
   {
   for(unsigned int c = 20; c < 80; c++)
     {
     FloatImageType::IndexType pixelIndex;
     pixelIndex[0] = r;
     pixelIndex[1] = c;

     image->SetPixel(pixelIndex, 15);
     }
   }

}

void CastRescaleAndWrite(FloatImageType::Pointer image, const std::string& filename) {

 typedef itk::Image<unsigned char, 2> UnsignedCharImageType;
 typedef itk::RescaleIntensityImageFilter<FloatImageType, UnsignedCharImageType> RescaleFilterType;
 RescaleFilterType::Pointer rescaleFilter = RescaleFilterType::New();
 rescaleFilter->SetInput(image);
 rescaleFilter->SetOutputMinimum(0);
 rescaleFilter->SetOutputMaximum(255);
 rescaleFilter->Update();
 
 typedef  itk::ImageFileWriter<UnsignedCharImageType> WriterType;
 WriterType::Pointer writer = WriterType::New();
 writer->SetFileName(filename);
 writer->SetInput(rescaleFilter->GetOutput());
 writer->Update();

} </source>

CMakeLists.txt

<syntaxhighlight lang="cmake"> cmake_minimum_required(VERSION 3.9.5)

project(NeighborhoodOperatorImageFilter)

find_package(ITK REQUIRED) include(${ITK_USE_FILE}) if (ITKVtkGlue_LOADED)

 find_package(VTK REQUIRED)
 include(${VTK_USE_FILE})

endif()

add_executable(NeighborhoodOperatorImageFilter MACOSX_BUNDLE NeighborhoodOperatorImageFilter.cxx)

if( "${ITK_VERSION_MAJOR}" LESS 4 )

 target_link_libraries(NeighborhoodOperatorImageFilter ITKReview ${ITK_LIBRARIES})

else( "${ITK_VERSION_MAJOR}" LESS 4 )

 target_link_libraries(NeighborhoodOperatorImageFilter ${ITK_LIBRARIES})

endif( "${ITK_VERSION_MAJOR}" LESS 4 )

</syntaxhighlight>

Download and Build NeighborhoodOperatorImageFilter

Click here to download NeighborhoodOperatorImageFilter and its CMakeLists.txt file. Once the tarball NeighborhoodOperatorImageFilter.tar has been downloaded and extracted,

cd NeighborhoodOperatorImageFilter/build

• If ITK is installed:

cmake ..

• If ITK is not installed but compiled on your system, you will need to specify the path to your ITK build:

cmake -DITK_DIR:PATH=/home/me/itk_build ..

Build the project:

make

and run it:

./NeighborhoodOperatorImageFilter

WINDOWS USERS PLEASE NOTE: Be sure to add the ITK bin directory to your path. This will resolve the ITK dll's at run time.

Building All of the Examples

Many of the examples in the ITK Wiki Examples Collection require VTK. You can build all of the the examples by following these instructions. If you are a new VTK user, you may want to try the Superbuild which will build a proper ITK and VTK.

ItkVtkGlue

ITK >= 4

For examples that use QuickView (which depends on VTK), you must have built ITK with Module_ITKVtkGlue=ON.

ITK < 4

Some of the ITK Examples require VTK to display the images. If you download the entire ITK Wiki Examples Collection, the ItkVtkGlue directory will be included and configured. If you wish to just build a few examples, then you will need to download ItkVtkGlue and build it. When you run cmake it will ask you to specify the location of the ItkVtkGlue binary directory.