ITK/Examples/Morphology/BinaryMorphologicalOpeningImageFilter: Difference between revisions

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<div class="floatcenter">[[File:ITK_Examples_Baseline_Morphology_TestBinaryMorphologicalOpeningImageFilter.png]]</div>
<div class="floatcenter">[[File:ITK_Examples_Baseline_Morphology_TestBinaryMorphologicalOpeningImageFilter.png]]</div>
This doesn't seem to actually change the image?


==BinaryMorphologicalOpeningImageFilter.cxx==
==BinaryMorphologicalOpeningImageFilter.cxx==
Line 8: Line 7:
#include "itkImageFileReader.h"
#include "itkImageFileReader.h"
#include "itkBinaryBallStructuringElement.h"
#include "itkBinaryBallStructuringElement.h"
#include "itkImageFileWriter.h"
#include "itkSubtractImageFilter.h"


#include "QuickView.h"
#include "QuickView.h"
Line 22: Line 21:
   if(argc == 1)
   if(argc == 1)
     {
     {
//    std::cerr << "Usage: " << std::endl;
//    std::cerr << argv[0] << " InputImageFile OutputImageFile [radius]" << std::endl;
     image = ImageType::New();
     image = ImageType::New();
     CreateImage(image);
     CreateImage(image);
Line 42: Line 39:
     ss >> radius;
     ss >> radius;
     }
     }
 
  std::cout << "Radius: " << radius << std::endl;
   typedef itk::BinaryBallStructuringElement<ImageType::PixelType, ImageType::ImageDimension>
   typedef itk::BinaryBallStructuringElement<ImageType::PixelType, ImageType::ImageDimension>
               StructuringElementType;
               StructuringElementType;
Line 57: Line 54:
   openingFilter->Update();
   openingFilter->Update();


//   typedef itk::ImageFileWriter< ImageType > WriterType;
   typedef itk::SubtractImageFilter<ImageType> SubtractType;
//   WriterType::Pointer writer = WriterType::New();
   SubtractType::Pointer diff = SubtractType::New();
//   writer->SetInput( dilateFilter->GetOutput() );
   diff->SetInput1(image);
//   writer->SetFileName( argv[2] );
   diff->SetInput2(openingFilter->GetOutput());
//  writer->Update();


   QuickView viewer;
   QuickView viewer;
   viewer.AddImage(image.GetPointer());
  std::stringstream desc;
   viewer.AddImage(openingFilter->GetOutput());
  desc << "Original ";
   viewer.AddImage(image.GetPointer(),
                  true,
                  desc.str());
 
  std::stringstream desc2;
  desc2 << "BinaryOpening, radius = " << radius;
   viewer.AddImage(openingFilter->GetOutput(),
                  true,
                  desc2.str());
 
  std::stringstream desc3;
  desc3 << "Original - BinaryOpening";
  viewer.AddImage(diff->GetOutput(),
                  true,
                  desc3.str());
   viewer.Visualize();
   viewer.Visualize();


Line 103: Line 114:
</source>
</source>


{{ITKCMakeLists|BinaryMorphologicalOpeningImageFilter}}
{{ITKVTKCMakeLists|BinaryMorphologicalOpeningImageFilter}}

Revision as of 15:47, 29 November 2012

ITK Examples Baseline Morphology TestBinaryMorphologicalOpeningImageFilter.png

BinaryMorphologicalOpeningImageFilter.cxx

<source lang="cpp">

  1. include "itkImage.h"
  2. include "itkBinaryMorphologicalOpeningImageFilter.h"
  3. include "itkImageFileReader.h"
  4. include "itkBinaryBallStructuringElement.h"
  5. include "itkSubtractImageFilter.h"
  1. include "QuickView.h"

typedef itk::Image<unsigned char, 2> ImageType;

static void CreateImage(ImageType* const image);

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

 ImageType::Pointer image;
 if(argc == 1)
   {
   image = ImageType::New();
   CreateImage(image);
   }
 else
 {
   typedef itk::ImageFileReader<ImageType> ReaderType;
   ReaderType::Pointer reader = ReaderType::New();
   reader->SetFileName(argv[1]);
   reader->Update();
   image = reader->GetOutput();
 }
 unsigned int radius = 5;
 if (argc == 3)
   {
   std::stringstream ss(argv[2]);
   ss >> radius;
   }
 std::cout << "Radius: " << radius << std::endl;
 typedef itk::BinaryBallStructuringElement<ImageType::PixelType, ImageType::ImageDimension>
             StructuringElementType;
 StructuringElementType structuringElement;
 structuringElement.SetRadius(radius);
 structuringElement.CreateStructuringElement();
 typedef itk::BinaryMorphologicalOpeningImageFilter <ImageType, ImageType, StructuringElementType>
         BinaryMorphologicalOpeningImageFilterType;
 BinaryMorphologicalOpeningImageFilterType::Pointer openingFilter
         = BinaryMorphologicalOpeningImageFilterType::New();
 openingFilter->SetInput(image);
 openingFilter->SetKernel(structuringElement);
 openingFilter->Update();
 typedef itk::SubtractImageFilter<ImageType> SubtractType;
 SubtractType::Pointer diff = SubtractType::New();
 diff->SetInput1(image);
 diff->SetInput2(openingFilter->GetOutput());
 QuickView viewer;
 std::stringstream desc;
 desc << "Original ";
 viewer.AddImage(image.GetPointer(),
                 true,
                 desc.str());
 std::stringstream desc2;
 desc2 << "BinaryOpening, radius = " << radius;
 viewer.AddImage(openingFilter->GetOutput(),
                 true,
                 desc2.str());
 std::stringstream desc3;
 desc3 << "Original - BinaryOpening";
 viewer.AddImage(diff->GetOutput(),
                 true,
                 desc3.str());
 viewer.Visualize();
 return EXIT_SUCCESS;

}


void CreateImage(ImageType* const image) {

 // Create an image with 2 connected components
 itk::Index<2> corner = Template:0,0;
 itk::Size<2> size;
 unsigned int NumRows = 200;
 unsigned int NumCols = 300;
 size[0] = NumRows;
 size[1] = NumCols;
 itk::ImageRegion<2> region(corner, size);
 image->SetRegions(region);
 image->Allocate();
 // Make a square
 for(unsigned int r = 40; r < 100; r++)
   {
   for(unsigned int c = 40; c < 100; c++)
     {
     itk::Index<2> pixelIndex;
     pixelIndex[0] = r;
     pixelIndex[1] = c;
     image->SetPixel(pixelIndex, 50);
     }
   }

} </source>

CMakeLists.txt

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

project(BinaryMorphologicalOpeningImageFilter)

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

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

else()

 find_package(ItkVtkGlue REQUIRED)
 include(${ItkVtkGlue_USE_FILE})
 set(Glue ItkVtkGlue)

endif()

add_executable(BinaryMorphologicalOpeningImageFilter MACOSX_BUNDLE BinaryMorphologicalOpeningImageFilter.cxx) target_link_libraries(BinaryMorphologicalOpeningImageFilter

 ${Glue}  ${VTK_LIBRARIES} ${ITK_LIBRARIES})

</syntaxhighlight>

Download and Build BinaryMorphologicalOpeningImageFilter

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

cd BinaryMorphologicalOpeningImageFilter/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:

./BinaryMorphologicalOpeningImageFilter

WINDOWS USERS PLEASE NOTE: Be sure to add the VTK and ITK bin directories to your path. This will resolve the VTK and 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.