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| <div class="floatcenter">[[File:ITK_Examples_Baseline_Smoothing_TestRGBMedianImageFilter.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| | {{warning|1=The media wiki content on this page is no longer maintained.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. |
| This examples creates a subclass of RGBPixel that overrides the operator <= method. The operator compares luminances of pixels.
| | }} |
| ==RGBMedianImageFilter.cxx==
| |
| <source lang="cpp">
| |
| #include "itkMedianImageFilter.h"
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|
| |
|
| #include "itkImage.h"
| | [https://itk.org/ITKExamples[ITK Sphinx Examples]] |
| #include "itkImageFileReader.h"
| |
| #include "itkSubtractImageFilter.h"
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| #include "itkRGBPixel.h"
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| #include "itkCastImageFilter.h"
| |
| | |
| #include "itksys/SystemTools.hxx"
| |
| | |
| #include <sstream>
| |
| | |
| #include "QuickView.h"
| |
| | |
| namespace itk
| |
| {
| |
| /** \class myRGBPixel
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| * \brief Extends RGBPixel with operator <=
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| *
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| * This class overrides the <= operator to use Luminance as a sorting value.
| |
| */
| |
| template< typename TComponent = unsigned short >
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| class myRGBPixel : public RGBPixel<TComponent>
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| {
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| public:
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| typedef myRGBPixel Self;
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| typedef RGBPixel<TComponent> Superclass;
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| using RGBPixel<TComponent>::operator=;
| |
| | |
| bool operator<=(const Self & r) const
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| {
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| if (this->GetLuminance() <= r.GetLuminance())
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| {
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| return true;
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| }
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| else
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| {
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| return false;
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| }
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| }
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| };
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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 [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
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| typedef itk::myRGBPixel<unsigned char> PixelType;
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| typedef itk::Image<PixelType, 2 > ImageType;
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| typedef itk::RGBPixel<unsigned char> RGBPixelType;
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| typedef itk::Image<RGBPixelType, 2 > RGBImageType;
| |
| | |
| typedef itk::ImageFileReader<ImageType> ReaderType;
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| typedef itk::MedianImageFilter<ImageType, ImageType > FilterType;
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| typedef itk::SubtractImageFilter<RGBImageType> SubtractType;
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| typedef itk::CastImageFilter<ImageType, RGBImageType> CastType;
| |
| | |
| // 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());
| |
| | |
| // Cast the custom myRBGPixel's to RGBPixel's
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| CastType::Pointer castReader = CastType::New();
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| castReader->SetInput(reader->GetOutput());
| |
| | |
| CastType::Pointer castMedian = CastType::New();
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| castMedian->SetInput(medianFilter->GetOutput());
| |
| | |
| SubtractType::Pointer diff = SubtractType::New();
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| diff->SetInput1(castMedian->GetOutput());
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| diff->SetInput2(castReader->GetOutput());
| |
| | |
| QuickView viewer;
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| viewer.AddRGBImage(
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| castReader->GetOutput(),
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| 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.AddRGBImage(
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| castMedian->GetOutput(),
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| true,
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| desc.str());
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| | |
| std::stringstream desc2;
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| desc2 << "Original - Median";
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| viewer.AddRGBImage(
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| diff->GetOutput(),
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| true,
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| desc2.str());
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| | |
| viewer.Visualize();
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| | |
| return EXIT_SUCCESS;
| |
| }
| |
| </source>
| |
| {{ITKVTKCMakeLists|RGBMedianImageFilter|}}
| |
