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| <div class="floatcenter">[[File:ITK_Examples_Baseline_Smoothing_TestMedianImageFilter.png]]</div>
| | {{warning|1=The media wiki content on this page is no longer maintained.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. |
| Replace every pixel in an image with the median of its neighbors.
| | }} |
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|
| ==MedianImageFilter.cxx==
| | [https://itk.org/ITKExamples[ITK Sphinx Examples]] |
| <source lang="cpp">
| |
| #include "itkImage.h"
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| #include "itkImageFileReader.h"
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| #include "itkMedianImageFilter.h"
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| #include "itkSubtractImageFilter.h"
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| | |
| #include "itksys/SystemTools.hxx"
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| #include <sstream>
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| | |
| #include "QuickView.h"
| |
| | |
| int main(int argc, char * argv[])
| |
| {
| |
| // 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 [radius]" << std::endl;
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| return EXIT_FAILURE;
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| }
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| std::string inputFilename = argv[1];
| |
| | |
| // Setup types
| |
| typedef itk::Image<float, 2 > ImageType;
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| typedef itk::ImageFileReader<ImageType> ReaderType;
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| typedef itk::MedianImageFilter<ImageType, ImageType > FilterType;
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| typedef itk::SubtractImageFilter<ImageType> SubtractType;
| |
| | |
| // Create and setup a reader
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| ReaderType::Pointer reader = ReaderType::New();
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| reader->SetFileName( inputFilename );
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| | |
| // Create and setup a median filter
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| FilterType::Pointer medianFilter = FilterType::New();
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| FilterType::InputSizeType radius;
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| radius.Fill(2);
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| if (argc > 2)
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| {
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| radius.Fill(atoi(argv[2]));
| |
| }
| |
| | |
| medianFilter->SetRadius(radius);
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| medianFilter->SetInput( reader->GetOutput() );
| |
| | |
| SubtractType::Pointer diff = SubtractType::New();
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| diff->SetInput1(reader->GetOutput());
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| diff->SetInput2(medianFilter->GetOutput());
| |
| | |
| QuickView viewer;
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| viewer.AddImage(
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| reader->GetOutput(),true,
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| itksys::SystemTools::GetFilenameName(inputFilename));
| |
| | |
| std::stringstream desc;
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| desc << "MedianImageFilter, radius = " << radius;
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| viewer.AddImage(
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| medianFilter->GetOutput(),
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| true,
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| desc.str());
| |
| | |
| std::stringstream desc2;
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| desc2 << "Original - Median";
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| viewer.AddImage(
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| diff->GetOutput(),
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| true,
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| desc2.str());
| |
| | |
| viewer.Visualize();
| |
| | |
| return EXIT_SUCCESS;
| |
| }
| |
| </source>
| |
| | |
| {{ITKVTKCMakeLists|MedianImageFilter|}}
| |
