ITK/Examples/Utilities/AddNoiseToBinaryImage

AddNoiseToBinaryImage.cxx

<source lang="cpp">

1. include "itkImage.h"
2. include "itkImageFileReader.h"
3. include "itkImageRandomNonRepeatingIteratorWithIndex.h"
4. include "itkImageFileWriter.h"
5. include "itkMersenneTwisterRandomVariateGenerator.h"

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

 if (argc < 3)
   {
   std::cerr << "Usage: " << argv[0]
             << " inputFile outputFile [percent]" << std::endl;
   return EXIT_FAILURE;
   }
 double percent = .1;
 if (argc > 3)
   {
   percent = atof(argv[3]);
   if (percent >= 1.0)
     {
     percent /= 100.0;
     }
   }
 typedef itk::Image<unsigned char, 2>  ImageType;
 typedef itk::ImageFileReader<ImageType> ReaderType;
 typedef itk::ImageRandomNonRepeatingIteratorWithIndex<ImageType> IteratorType;
 typedef itk::ImageFileWriter<ImageType> WriterType;

 // Read the binary file
 ReaderType::Pointer reader = ReaderType::New();
 reader->SetFileName( argv[1] );
 reader->Update();

 // At x% of the pixels, add a uniform random value between 0 and 255
 IteratorType it(reader->GetOutput(),
                 reader->GetOutput()->GetLargestPossibleRegion());
 it.SetNumberOfSamples(reader->GetOutput()->GetLargestPossibleRegion().GetNumberOfPixels() * percent);
 std::cout << "Number of random samples: "
           << it.GetNumberOfSamples() << std::endl;
 typedef itk::Statistics::MersenneTwisterRandomVariateGenerator GeneratorType;
 GeneratorType::Pointer random = GeneratorType::New();

 it.GoToBegin();
 while(!it.IsAtEnd())
   {
   it.Set(random->GetUniformVariate(0, 255));
   ++it;
   }   

 // Write the file
 WriterType::Pointer writer = WriterType::New();
 writer->SetFileName( argv[2] );
 writer->SetInput(reader->GetOutput());
 writer->Update();

 return EXIT_SUCCESS;

} </source>

CMakeLists.txt

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

project(AddNoiseToBinaryImage)

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

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

endif()

add_executable(AddNoiseToBinaryImage MACOSX_BUNDLE AddNoiseToBinaryImage.cxx)

if( "${ITK_VERSION_MAJOR}" LESS 4 )

 target_link_libraries(AddNoiseToBinaryImage ITKReview ${ITK_LIBRARIES})

else( "${ITK_VERSION_MAJOR}" LESS 4 )

 target_link_libraries(AddNoiseToBinaryImage ${ITK_LIBRARIES})

endif( "${ITK_VERSION_MAJOR}" LESS 4 )

</syntaxhighlight>

Download and Build AddNoiseToBinaryImage

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

cd AddNoiseToBinaryImage/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:

./AddNoiseToBinaryImage

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.