ITK  5.0.0
Insight Segmentation and Registration Toolkit
WikiExamples/Statistics/Histogram.cxx
#include "itkHistogram.h"
int main(int, char *[])
{
using MeasurementType = float;
using HistogramType = itk::Statistics::Histogram< MeasurementType,
HistogramType::Pointer histogram = HistogramType::New();
unsigned int dimension = 3;
HistogramType::SizeType size(dimension);
unsigned int binsPerDimension = 30;
size.Fill(binsPerDimension);
HistogramType::MeasurementVectorType lowerBound;
lowerBound.SetSize(binsPerDimension);
lowerBound.Fill(1.1);
HistogramType::MeasurementVectorType upperBound;
upperBound.SetSize(binsPerDimension);
upperBound.Fill(6.2);
histogram->SetMeasurementVectorSize(dimension);
histogram->Initialize(size, lowerBound, upperBound );
histogram->SetFrequency(0UL, 0.0);
histogram->SetFrequency(1UL, 2.0);
histogram->SetFrequency(2UL, 3.0);
histogram->SetFrequency(3UL, 2.0);
histogram->SetFrequency(4UL, 0.5);
histogram->SetFrequency(5UL, 1.0);
histogram->SetFrequency(6UL, 5.0);
histogram->SetFrequency(7UL, 2.5);
histogram->SetFrequency(8UL, 0.0);
HistogramType::IndexType index(dimension);
index[0] = 0;
index[1] = 2;
index[2] = 4;
std::cout << "Frequency of the bin at index " << index
<< " is " << histogram->GetFrequency(index) << std::endl;
std::cout << "Measurement vector at bin " << index << " is "
<< histogram->GetMeasurementVector(index) << std::endl;
HistogramType::MeasurementVectorType mv(dimension);
mv[0] = 4.1;
mv[1] = 5.6;
mv[2] = 3.6;
HistogramType::IndexType resultingIndex;
histogram->GetIndex(mv, resultingIndex);
std::cout << "Index of the measurement vector " << mv
<< " is " << resultingIndex << std::endl;
index.Fill(100);
if ( histogram->IsIndexOutOfBounds(index) )
{
std::cout << "Index " << index << " is out of bounds." << std::endl;
}
std::cout << "Number of bins = " << histogram->Size()
<< " Total frequency = " << histogram->GetTotalFrequency()
<< " Dimension sizes = " << histogram->GetSize() << std::endl;
std::cout << "50th percentile along the first dimension = "
<< histogram->Quantile(0, 0.5) << std::endl;
return EXIT_SUCCESS;
}