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| Replace every pixel in an image with the mean of its neighbors.
| | {{warning|1=The media wiki content on this page is no longer maintained.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 releases. In many cases, the examples on this page no longer conform to the best practices for modern ITK versions.}} |
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| ==MeanImageFilter.cxx==
| | [https://itk.org/ITKExamples/src/Filtering/Smoothing/ApplyMeanFilter/Documentation.html?highlight=meanimagefilter Mean filter an image] |
| <source lang="cpp">
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| #include "itkImage.h"
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| #include "itkImageFileReader.h"
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| #include "itkMeanImageFilter.h"
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| #include <itkImageToVTKImageFilter.h>
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| #include "vtkImageViewer.h"
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| #include "vtkRenderWindowInteractor.h"
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| #include "vtkSmartPointer.h"
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| #include "vtkImageActor.h"
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| #include "vtkInteractorStyleImage.h"
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| #include "vtkRenderer.h"
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| #include "vtkCamera.h"
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| | |
| int main(int argc, char * argv[])
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| {
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| // Verify command line arguments
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| if( argc < 2 )
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| {
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| std::cerr << "Usage: " << std::endl;
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| std::cerr << argv[0] << " inputImageFile" << std::endl;
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| return EXIT_FAILURE;
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| }
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| // Parse command line arguments
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| std::string inputFilename = argv[1];
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| | |
| // Setup types
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| typedef itk::Image< unsigned char, 2 > UnsignedCharImageType;
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| typedef itk::ImageFileReader< UnsignedCharImageType > readerType;
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| typedef itk::MeanImageFilter<
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| UnsignedCharImageType, UnsignedCharImageType > filterType;
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| | |
| // Create and setup a reader
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| readerType::Pointer reader = readerType::New();
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| reader->SetFileName( inputFilename.c_str() );
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| // Create and setup a mean filter
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| filterType::Pointer meanFilter = filterType::New();
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| meanFilter->SetInput( reader->GetOutput() );
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| // Visualize the original image
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| typedef itk::ImageToVTKImageFilter<UnsignedCharImageType> ConnectorType;
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| ConnectorType::Pointer originalConnector = ConnectorType::New();
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| originalConnector->SetInput(reader->GetOutput());
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| vtkSmartPointer<vtkImageActor> originalActor =
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| vtkSmartPointer<vtkImageActor>::New();
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| originalActor->SetInput(originalConnector->GetOutput());
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| // Visualize the filtered image
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| typedef itk::ImageToVTKImageFilter<UnsignedCharImageType> ConnectorType;
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| ConnectorType::Pointer filteredConnector = ConnectorType::New();
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| filteredConnector->SetInput(meanFilter->GetOutput());
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| vtkSmartPointer<vtkImageActor> filteredActor =
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| vtkSmartPointer<vtkImageActor>::New();
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| filteredActor->SetInput(filteredConnector->GetOutput());
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| | |
| // Define viewport ranges
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| // (xmin, ymin, xmax, ymax)
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| double leftViewport[4] = {0.0, 0.0, 0.5, 1.0};
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| double rightViewport[4] = {0.5, 0.0, 1.0, 1.0};
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| // Setup both renderers
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| vtkSmartPointer<vtkRenderWindow> renderWindow =
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| vtkSmartPointer<vtkRenderWindow>::New();
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| renderWindow->SetSize(600,300);
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| vtkSmartPointer<vtkRenderer> leftRenderer =
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| vtkSmartPointer<vtkRenderer>::New();
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| renderWindow->AddRenderer(leftRenderer);
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| leftRenderer->SetViewport(leftViewport);
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| vtkSmartPointer<vtkRenderer> rightRenderer =
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| vtkSmartPointer<vtkRenderer>::New();
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| renderWindow->AddRenderer(rightRenderer);
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| rightRenderer->SetViewport(rightViewport);
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| leftRenderer->AddActor(originalActor);
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| rightRenderer->AddActor(filteredActor);
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| leftRenderer->ResetCamera();
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| rightRenderer->SetActiveCamera(leftRenderer->GetActiveCamera());
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| vtkSmartPointer<vtkRenderWindowInteractor> renderWindowInteractor =
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| vtkSmartPointer<vtkRenderWindowInteractor>::New();
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| vtkSmartPointer<vtkInteractorStyleImage> style =
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| vtkSmartPointer<vtkInteractorStyleImage>::New();
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| renderWindowInteractor->SetInteractorStyle(style);
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| renderWindowInteractor->SetRenderWindow(renderWindow);
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| renderWindowInteractor->Initialize();
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| renderWindowInteractor->Start();
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| return EXIT_SUCCESS;
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| }
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| </source>
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| | |
| ==CMakeLists.txt==
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| <source lang="cmake">
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| cmake_minimum_required(VERSION 2.6)
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| PROJECT(MeanImageFilter)
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| include_directories(/home/doriad/src/ITK/Wrapping/WrapITK/ExternalProjects/ItkVtkGlue/src/)
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| FIND_PACKAGE(VTK REQUIRED)
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| INCLUDE(${VTK_USE_FILE})
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| FIND_PACKAGE(ITK REQUIRED)
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| INCLUDE(${ITK_USE_FILE})
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| ADD_EXECUTABLE(MeanImageFilter MeanImageFilter.cxx)
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| TARGET_LINK_LIBRARIES(MeanImageFilter
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| vtkHybrid
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| ITKBasicFilters ITKIO ITKCommon)
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| | |
| </source>
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