Examples/Filtering/VesselnessMeasureImageFilter.cxx

/*=========================================================================
 *
 *  Copyright NumFOCUS
 *
 *  Licensed under the Apache License, Version 2.0 (the "License");
 *  you may not use this file except in compliance with the License.
 *  You may obtain a copy of the License at
 *
 *         https://www.apache.org/licenses/LICENSE-2.0.txt
 *
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 *  distributed under the License is distributed on an "AS IS" BASIS,
 *  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 *  See the License for the specific language governing permissions and
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// The example takes an image (say MRA image), computes the vesselness measure
// of the image using the HessianRecursiveGaussianImageFilter and the
// Hessian3DToVesselnessMeasureImageFilter. The goal is to detect bright
// tubular structures in the image.
 
#include "itkHessian3DToVesselnessMeasureImageFilter.h"
#include "itkHessianRecursiveGaussianImageFilter.h"
#include "itkImageFileReader.h"
#include "itkImageFileWriter.h"
 
int
main(int argc, char * argv[])
{
  if (argc < 3)
  {
    std::cerr << "Usage: inputImage outputImage [sigma] [alpha_1] [alpha_2]"
              << std::endl;
  }
 
  constexpr unsigned int Dimension = 3;
  using InputPixelType = double;
  using OutputPixelType = float;
 
  using InputImageType = itk::Image<InputPixelType, Dimension>;
  using OutputImageType = itk::Image<OutputPixelType, Dimension>;
 
  using HessianFilterType =
    itk::HessianRecursiveGaussianImageFilter<InputImageType>;
  using VesselnessMeasureFilterType =
    itk::Hessian3DToVesselnessMeasureImageFilter<OutputPixelType>;
  using ReaderType = itk::ImageFileReader<InputImageType>;
  using WriterType = itk::ImageFileWriter<OutputImageType>;
 
  auto hessianFilter = HessianFilterType::New();
  auto vesselnessFilter = VesselnessMeasureFilterType::New();
 
  auto reader = ReaderType::New();
  auto writer = WriterType::New();
 
  reader->SetFileName(argv[1]);
  hessianFilter->SetInput(reader->GetOutput());
  if (argc >= 4)
  {
    hessianFilter->SetSigma(static_cast<double>(std::stod(argv[3])));
  }
  vesselnessFilter->SetInput(hessianFilter->GetOutput());
  writer->SetInput(vesselnessFilter->GetOutput());
  writer->SetFileName(argv[2]);
  if (argc >= 5)
  {
    vesselnessFilter->SetAlpha1(static_cast<double>(std::stod(argv[4])));
  }
  if (argc >= 6)
  {
    vesselnessFilter->SetAlpha2(static_cast<double>(std::stod(argv[5])));
  }
 
  writer->Update();
  return EXIT_SUCCESS;
}