ITK  5.4.0
Insight Toolkit
SphinxExamples/src/Filtering/ImageFeature/SegmentBloodVessels/Code.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.
*
*=========================================================================*/
int
main(int argc, char * argv[])
{
if (argc < 3)
{
std::cerr << "Usage: <InputImage> <OutputImage> [Sigma] [Alpha1] [Alpha2]" << std::endl;
return EXIT_FAILURE;
}
const char * inputImage = argv[1];
const char * outputImage = argv[2];
double sigma = 1.0;
if (argc > 3)
{
sigma = std::atof(argv[3]);
}
double alpha1 = 0.5;
if (argc > 4)
{
alpha1 = std::atof(argv[4]);
}
double alpha2 = 2.0;
if (argc > 5)
{
alpha2 = std::atof(argv[5]);
}
constexpr unsigned int Dimension = 3;
using PixelType = float;
const auto input = itk::ReadImage<ImageType>(inputImage);
auto hessianFilter = HessianFilterType::New();
hessianFilter->SetInput(input);
hessianFilter->SetSigma(sigma);
using VesselnessMeasureFilterType = itk::Hessian3DToVesselnessMeasureImageFilter<PixelType>;
auto vesselnessFilter = VesselnessMeasureFilterType::New();
vesselnessFilter->SetInput(hessianFilter->GetOutput());
vesselnessFilter->SetAlpha1(alpha1);
vesselnessFilter->SetAlpha2(alpha2);
try
{
itk::WriteImage(vesselnessFilter->GetOutput(), outputImage);
}
catch (const itk::ExceptionObject & error)
{
std::cerr << "Error: " << error << std::endl;
return EXIT_FAILURE;
}
return EXIT_SUCCESS;
}
itkHessian3DToVesselnessMeasureImageFilter.h
itkImageFileReader.h
itkHessianRecursiveGaussianImageFilter.h
itkImageFileWriter.h
itk::HessianRecursiveGaussianImageFilter
Computes the Hessian matrix of an image by convolution with the Second and Cross derivatives of a Gau...
Definition: itkHessianRecursiveGaussianImageFilter.h:47
itk::Image
Templated n-dimensional image class.
Definition: itkImage.h:88
New
static Pointer New()
itk::Hessian3DToVesselnessMeasureImageFilter
Line filter to provide a vesselness measure for tubular objects from the hessian matrix.
Definition: itkHessian3DToVesselnessMeasureImageFilter.h:77
itk::GTest::TypedefsAndConstructors::Dimension2::Dimension
constexpr unsigned int Dimension
Definition: itkGTestTypedefsAndConstructors.h:44
itk::WriteImage
ITK_TEMPLATE_EXPORT void WriteImage(TImagePointer &&image, const std::string &filename, bool compress=false)
Definition: itkImageFileWriter.h:254