VTK/Examples/Cxx/Medical/GenerateCubesFromLabels

From KitwarePublic

Jump to: navigation, search
VTK Examples Baseline Medical TestGenerateCubesFromLabels.png

Create cubes from labeled volume data

Sometimes it is helpful to view the results of a segmentation without any post processing. This example converts the point data from a labeled volume into cell data. The surfaces are displayed as polydata. If you want to created smoothed polydata models from your segmented volumes, see the example Create models from labeled volume data (Discrete MarchingCubes). The input volume must be in META format.

GenerateCubesFromLabels.cxx

//
// GenerateCubesFromLabels
//   Usage: GenerateCubesFromLabels InputVolume Startlabel Endlabel
//          where
//          InputVolume is a meta file containing a 3 volume of
//            discrete labels.
//          StartLabel is the first label to be processed
//          EndLabel is the last label to be processed
//          NOTE: There can be gaps in the labeling. If a label does
//          not exist in the volume, it will be skipped.
//
//
#include <vtkMetaImageReader.h>
#include <vtkImageAccumulate.h>
#include <vtkImageWrapPad.h>
#include <vtkMaskFields.h>
#include <vtkThreshold.h>
#include <vtkTransformFilter.h>
#include <vtkGeometryFilter.h>
#include <vtkSmartPointer.h>
#include <vtkTransform.h>
#include <vtkImageData.h>
#include <vtkPointData.h>
#include <vtkCellData.h>
#include <vtkUnstructuredGrid.h>
#include <vtkRenderer.h>
#include <vtkRenderWindow.h>
#include <vtkRenderWindowInteractor.h>
#include <vtkPolyDataMapper.h>
 
int main (int argc, char *argv[])
{
  if(argc < 4)
    {
    std::cout << "Usage: " << argv[0] << " InputVolume StartLabel EndLabel" << std::endl;
    return EXIT_FAILURE;
    }
 
  // Define all of the variables
  unsigned int startLabel = atoi(argv[2]);
  unsigned int endLabel = atoi(argv[3]);
 
  // Generate cubes from labels
  // 1) Read the meta file
  // 2) Convert point data to cell data
  // 3) Convert to geometry and display
 
  vtkSmartPointer<vtkMetaImageReader> reader =
    vtkSmartPointer<vtkMetaImageReader>::New();
  reader->SetFileName(argv[1]);
  reader->Update();
 
  // Pad the volume so that we can change the point data into cell
  // data.
  int *extent = reader->GetOutput()->GetExtent();
  vtkSmartPointer<vtkImageWrapPad> pad =
    vtkSmartPointer<vtkImageWrapPad>::New();
  pad->SetInputConnection(reader->GetOutputPort());
  pad->SetOutputWholeExtent(extent[0], extent[1] + 1,
                            extent[2], extent[3] + 1,
                            extent[4], extent[5] + 1);
  pad->Update();
 
  // Copy the scalar point data of the volume into the scalar cell data
  pad->GetOutput()->GetCellData()->SetScalars(
    reader->GetOutput()->GetPointData()->GetScalars());
 
  vtkSmartPointer<vtkThreshold> selector =
    vtkSmartPointer<vtkThreshold>::New();
  selector->SetInputArrayToProcess(0, 0, 0,
                                   vtkDataObject::FIELD_ASSOCIATION_CELLS,
                                   vtkDataSetAttributes::SCALARS);
  selector->SetInputConnection(pad->GetOutputPort());
  selector->ThresholdBetween(startLabel, endLabel);
  selector->Update();
 
  // Shift the geometry by 1/2
  vtkSmartPointer<vtkTransform> transform =
    vtkSmartPointer<vtkTransform>::New();
  transform->Translate (-.5, -.5, -.5);
 
  vtkSmartPointer<vtkTransformFilter> transformModel =
    vtkSmartPointer<vtkTransformFilter>::New();
  transformModel->SetTransform(transform);
  transformModel->SetInputConnection(selector->GetOutputPort());
 
  vtkSmartPointer<vtkGeometryFilter> geometry =
    vtkSmartPointer<vtkGeometryFilter>::New();
  geometry->SetInputConnection(transformModel->GetOutputPort());
 
  vtkSmartPointer<vtkPolyDataMapper> mapper =
    vtkSmartPointer<vtkPolyDataMapper>::New();
  mapper->SetInputConnection(geometry->GetOutputPort());
  mapper->SetScalarRange(startLabel, endLabel); 
  mapper->SetScalarModeToUseCellData(); 
  mapper->SetColorModeToMapScalars();
 
  vtkSmartPointer<vtkActor> actor =
    vtkSmartPointer<vtkActor>::New();
  actor->SetMapper(mapper);
 
  vtkSmartPointer<vtkRenderer> renderer =
    vtkSmartPointer<vtkRenderer>::New();
  vtkSmartPointer<vtkRenderWindow> renderWindow =
    vtkSmartPointer<vtkRenderWindow>::New();
  renderWindow->AddRenderer(renderer);
  vtkSmartPointer<vtkRenderWindowInteractor> renderWindowInteractor =
    vtkSmartPointer<vtkRenderWindowInteractor>::New();
  renderWindowInteractor->SetRenderWindow(renderWindow);
 
  renderer->AddActor(actor);
  renderer->SetBackground(.1, .2, .3);
 
  renderWindow->Render();
  renderWindowInteractor->Start();
  return EXIT_SUCCESS;
}

CMakeLists.txt

PROJECT(GenerateModelsFromLabels)
CMAKE_MINIMUM_REQUIRED(VERSION 2.6)
 
FIND_PACKAGE(VTK REQUIRED)
INCLUDE(${VTK_USE_FILE})
 
ADD_EXECUTABLE(GenerateCubesFromLabels GenerateCubesFromLabels.cxx)
TARGET_LINK_LIBRARIES(GenerateCubesFromLabels vtkHybrid)
Personal tools