Examples/Filtering/GaussianBlurImageFunction.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
 *
 *  Unless required by applicable law or agreed to in writing, software
 *  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
 *  limitations under the License.
 *
 *=========================================================================*/
 
#include "itkImage.h"
#include "itkImageFileReader.h"
#include "itkImageFileWriter.h"
#include "itkGaussianBlurImageFunction.h"
#include "itkImageRegionIterator.h"
 
int
main(int argc, char * argv[])
{
  if (argc < 5)
  {
    std::cerr << "Usage: " << std::endl;
    std::cerr << argv[0]
              << "  inputImageFile  outputImageFile sigma maxKernelWidth"
              << std::endl;
    return EXIT_FAILURE;
  }
 
  using ImageType = itk::Image<float, 2>;
  using ReaderType = itk::ImageFileReader<ImageType>;
  using IteratorType = itk::ImageRegionIterator<ImageType>;
  using ConstIteratorType = itk::ImageRegionConstIterator<ImageType>;
 
  auto reader = ReaderType::New();
  reader->SetFileName(argv[1]);
  reader->Update();
 
  const ImageType * inputImage = reader->GetOutput();
 
  ImageType::RegionType region = inputImage->GetBufferedRegion();
 
  ConstIteratorType it(inputImage, region);
 
  auto output = ImageType::New();
 
  output->SetRegions(region);
  output->SetOrigin(inputImage->GetOrigin());
  output->SetSpacing(inputImage->GetSpacing());
  output->Allocate();
 
  IteratorType out(output, region);
 
  using GFunctionType = itk::GaussianBlurImageFunction<ImageType>;
  auto gaussianFunction = GFunctionType::New();
  gaussianFunction->SetInputImage(inputImage);
 
  GFunctionType::ErrorArrayType setError;
  setError.Fill(0.01);
  gaussianFunction->SetMaximumError(setError);
  gaussianFunction->SetSigma(std::stod(argv[3]));
  gaussianFunction->SetMaximumKernelWidth(std::stoi(argv[4]));
 
  it.GoToBegin();
  out.GoToBegin();
 
  while (!it.IsAtEnd())
  {
    out.Set(gaussianFunction->EvaluateAtIndex(it.GetIndex()));
    ++it;
    ++out;
  }
 
  using WriterType = itk::ImageFileWriter<ImageType>;
  auto writer = WriterType::New();
  writer->SetFileName(argv[2]);
  writer->SetInput(output);
  writer->Update();
 
  return EXIT_SUCCESS;
}