ITK  5.2.0
Insight Toolkit
SphinxExamples/src/Segmentation/LevelSetsv4Visualization/VisualizeStaticDense2DLevelSetAsElevationMap/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
*
* http://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.
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*=========================================================================*/
#include "itkLevelSetIterationUpdateCommand.h"
#include "itkVTKVisualize2DLevelSetAsElevationMap.h"
#include "vtkRenderWindowInteractor.h"
int
main(int argc, char * argv[])
{
if (argc != 3)
{
std::cerr << "Missing Arguments" << std::endl;
std::cerr << argv[0] << std::endl;
std::cerr << "<Input Image> <Interactive (0 or 1)>" << std::endl;
return EXIT_FAILURE;
}
// Image Dimension
constexpr unsigned int Dimension = 2;
using InputPixelType = unsigned char;
using InputImageType = itk::Image<InputPixelType, Dimension>;
// Read input image (to be processed).
ReaderType::Pointer reader = ReaderType::New();
reader->SetFileName(argv[1]);
InputImageType::Pointer input = reader->GetOutput();
using LevelSetPixelType = float;
using LevelSetImageType = itk::Image<LevelSetPixelType, Dimension>;
// Generate a binary mask that will be used as initialization for the level
// set evolution.
OtsuFilterType::Pointer otsu = OtsuFilterType::New();
otsu->SetInput(input);
otsu->SetNumberOfHistogramBins(256);
otsu->SetNumberOfThresholds(1);
RescaleType::Pointer rescaler = RescaleType::New();
rescaler->SetInput(otsu->GetOutput());
rescaler->SetOutputMinimum(0);
rescaler->SetOutputMaximum(1);
// convert a binary mask to a level-set function
BinaryImageToLevelSetType::Pointer adaptor = BinaryImageToLevelSetType::New();
adaptor->SetInputImage(rescaler->GetOutput());
adaptor->Initialize();
LevelSetType::Pointer levelSet = adaptor->GetModifiableLevelSet();
// Create the visualizer
using VisualizationType = itk::VTKVisualize2DLevelSetAsElevationMap<InputImageType, LevelSetType>;
VisualizationType::Pointer visualizer = VisualizationType::New();
visualizer->SetInputImage(input);
visualizer->SetLevelSet(levelSet);
vtkSmartPointer<vtkRenderWindowInteractor> renderWindowInteractor = vtkSmartPointer<vtkRenderWindowInteractor>::New();
renderWindowInteractor->SetRenderWindow(visualizer->GetRenderWindow());
try
{
visualizer->Update();
}
catch (itk::ExceptionObject & error)
{
std::cerr << "Error: " << error << std::endl;
return EXIT_FAILURE;
}
bool interactive = (std::stoi(argv[2]) != 0);
if (interactive)
{
renderWindowInteractor->Start();
}
return EXIT_SUCCESS;
}
itk::BinaryImageToLevelSetImageAdaptor
Definition: itkBinaryImageToLevelSetImageAdaptor.h:51
itkBinaryImageToLevelSetImageAdaptor.h
itkLevelSetEquationChanAndVeseExternalTerm.h
itk::LevelSetDenseImage
Base class for the "dense" representation of a level-set function on one image.
Definition: itkLevelSetDenseImage.h:41
itkImageFileReader.h
itk::OtsuMultipleThresholdsImageFilter
Threshold an image using multiple Otsu Thresholds.
Definition: itkOtsuMultipleThresholdsImageFilter.h:61
itkLevelSetEquationContainer.h
itkLevelSetEquationTermContainer.h
itk::ImageFileReader
Data source that reads image data from a single file.
Definition: itkImageFileReader.h:75
itkSinRegularizedHeavisideStepFunction.h
itkOtsuMultipleThresholdsImageFilter.h
itkLevelSetEquationChanAndVeseInternalTerm.h
itkRescaleIntensityImageFilter.h
itkLevelSetEvolutionNumberOfIterationsStoppingCriterion.h
itkLevelSetDenseImage.h
itkLevelSetEvolution.h
itk::RescaleIntensityImageFilter
Applies a linear transformation to the intensity levels of the input Image.
Definition: itkRescaleIntensityImageFilter.h:154
itk::Image
Templated n-dimensional image class.
Definition: itkImage.h:86
itk::GTest::TypedefsAndConstructors::Dimension2::Dimension
constexpr unsigned int Dimension
Definition: itkGTestTypedefsAndConstructors.h:44
itkLevelSetContainer.h