HistogramBarChart
Repository source: HistogramBarChart
Other languages
See (PythonicAPI)
Question
If you have a question about this example, please use the VTK Discourse Forum
Code¶
HistogramBarChart.cxx
#include <vtkActor.h>
#include <vtkBarChartActor.h>
#include <vtkFieldData.h>
#include <vtkImageAccumulate.h>
#include <vtkImageData.h>
#include <vtkImageExtractComponents.h>
#include <vtkImageReader2.h>
#include <vtkImageReader2Factory.h>
#include <vtkIntArray.h>
#include <vtkLegendBoxActor.h>
#include <vtkNamedColors.h>
#include <vtkNew.h>
#include <vtkProperty2D.h>
#include <vtkRenderWindow.h>
#include <vtkRenderWindowInteractor.h>
#include <vtkRenderer.h>
#include <vtkSmartPointer.h>
#include <vtkStdString.h>
int main(int argc, char* argv[])
{
// Handle the arguments
if (argc < 2)
{
std::cout << "Required arguments: filename [optional ignore zero:] <y/n> "
"e.g. Pileated.jpg"
<< std::endl;
return EXIT_FAILURE;
}
int ignoreZero = 0;
if (argc == 3)
{
vtkStdString ignore = argv[2];
std::cout << ignore << std::endl;
if (ignore == "y" || ignore == "Y")
{
ignoreZero = 1;
}
}
// Read an image
vtkNew<vtkImageReader2Factory> readerFactory;
vtkSmartPointer<vtkImageReader2> reader;
reader.TakeReference(readerFactory->CreateImageReader2(argv[1]));
reader->SetFileName(argv[1]);
reader->Update();
int numComponents = reader->GetOutput()->GetNumberOfScalarComponents();
std::cout << "Number of components: " << numComponents << std::endl;
if (numComponents > 3)
{
std::cout << "Error: cannot process an image with " << numComponents
<< " components!" << std::endl;
return EXIT_FAILURE;
}
auto numTuples = 54;
double colors[3][3] = {{1, 0, 0}, {0, 1, 0}, {0, 0, 1}};
// const char* labels[3] = {
// "Red", "Green", "Blue" };
vtkNew<vtkIntArray> redFrequencies;
vtkNew<vtkIntArray> greenFrequencies;
vtkNew<vtkIntArray> blueFrequencies;
// Process the image, extracting and barChartting a histogram for each
// component.
for (int i = 0; i < numComponents; ++i)
{
vtkNew<vtkImageExtractComponents> extract;
extract->SetInputConnection(reader->GetOutputPort());
extract->SetComponents(i);
extract->Update();
vtkNew<vtkImageAccumulate> histogram;
histogram->SetInputConnection(extract->GetOutputPort());
histogram->SetComponentExtent(1, numTuples + 1, 0, 0, 0, 0);
histogram->SetComponentOrigin(0, 0, 0);
histogram->SetComponentSpacing(1, 0, 0);
histogram->SetIgnoreZero(ignoreZero);
histogram->Update();
vtkIntArray* currentArray = 0;
if (i == 0)
{
currentArray = redFrequencies;
}
else if (i == 1)
{
currentArray = greenFrequencies;
}
else
{
currentArray = blueFrequencies;
}
currentArray->SetNumberOfComponents(1);
currentArray->SetNumberOfTuples(numTuples);
vtkIdType* output =
static_cast<vtkIdType*>(histogram->GetOutput()->GetScalarPointer());
for (int j = 0; j < numTuples; ++j)
{
currentArray->SetTuple1(j, *output++);
}
}
vtkNew<vtkDataObject> dataObject;
if (numComponents == 1)
{
dataObject->GetFieldData()->AddArray(redFrequencies);
}
else
{
vtkIntArray* rgb[3] = {0, 0, 0};
vtkNew<vtkIntArray> allFrequencies;
allFrequencies->SetNumberOfComponents(1);
if (numComponents == 2)
{
rgb[0] = redFrequencies;
rgb[1] = greenFrequencies;
}
else
{
rgb[0] = redFrequencies;
rgb[1] = greenFrequencies;
rgb[2] = blueFrequencies;
}
for (int i = 0; i < numTuples; ++i)
{
for (int j = 0; j < numComponents; ++j)
{
allFrequencies->InsertNextTuple1(rgb[j]->GetTuple1(i));
}
}
dataObject->GetFieldData()->AddArray(allFrequencies);
}
// Create a vtkBarChartActor.
vtkNew<vtkBarChartActor> barChart;
barChart->SetInput(dataObject);
barChart->SetTitle("Histogram");
barChart->GetPositionCoordinate()->SetValue(0.15, 0.05, 0.0);
barChart->GetPosition2Coordinate()->SetValue(0.95, 0.85, 0.0);
barChart->GetProperty()->SetColor(1, 1, 1);
// If the number of entries is not set to the number of data array
// tuples, the bar chart actor will crash. The crash occurs whether
// the legend and or labels are visible or not.
barChart->GetLegendActor()->SetNumberOfEntries(
dataObject->GetFieldData()->GetArray(0)->GetNumberOfTuples());
barChart->LegendVisibilityOff();
barChart->LabelVisibilityOff();
int count = 0;
for (int i = 0; i < numTuples; ++i)
{
for (int j = 0; j < numComponents; ++j)
{
barChart->SetBarColor(count++, colors[j]);
}
}
// Visualize the histogram(s)
vtkNew<vtkNamedColors> namedColors;
vtkNew<vtkRenderer> renderer;
renderer->AddActor(barChart);
renderer->SetBackground(namedColors->GetColor3d("SlateGray").GetData());
vtkNew<vtkRenderWindow> renderWindow;
renderWindow->AddRenderer(renderer);
renderWindow->SetSize(640, 480);
renderWindow->SetWindowName("HistogramBarChart");
vtkNew<vtkRenderWindowInteractor> interactor;
interactor->SetRenderWindow(renderWindow);
renderWindow->Render();
// Initialize the event loop and then start it.
interactor->Initialize();
interactor->Start();
return EXIT_SUCCESS;
}
CMakeLists.txt¶
cmake_minimum_required(VERSION 3.12 FATAL_ERROR)
project(HistogramBarChart)
find_package(VTK COMPONENTS
CommonColor
CommonCore
CommonDataModel
IOImage
ImagingCore
ImagingStatistics
InteractionStyle
RenderingAnnotation
RenderingContextOpenGL2
RenderingCore
RenderingFreeType
RenderingGL2PSOpenGL2
RenderingOpenGL2
)
if (NOT VTK_FOUND)
message(FATAL_ERROR "HistogramBarChart: Unable to find the VTK build folder.")
endif()
# Prevent a "command line is too long" failure in Windows.
set(CMAKE_NINJA_FORCE_RESPONSE_FILE "ON" CACHE BOOL "Force Ninja to use response files.")
add_executable(HistogramBarChart MACOSX_BUNDLE HistogramBarChart.cxx )
target_link_libraries(HistogramBarChart PRIVATE ${VTK_LIBRARIES}
)
# vtk_module_autoinit is needed
vtk_module_autoinit(
TARGETS HistogramBarChart
MODULES ${VTK_LIBRARIES}
)
Download and Build HistogramBarChart¶
Click here to download HistogramBarChart and its CMakeLists.txt file. Once the tarball HistogramBarChart.tar has been downloaded and extracted,
cd HistogramBarChart/build
If VTK is installed:
cmake ..
If VTK is not installed but compiled on your system, you will need to specify the path to your VTK build:
cmake -DVTK_DIR:PATH=/home/me/vtk_build ..
Build the project:
make
and run it:
./HistogramBarChart
WINDOWS USERS
Be sure to add the VTK bin directory to your path. This will resolve the VTK dll's at run time.