File: LabelOverlapMeasures.cxx

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#include "itkCSVArray2DDataObject.h"
#include "itkCSVArray2DFileReader.h"
#include "itkCSVNumericObjectFileWriter.h"
#include "itkImage.h"
#include "itkLabelOverlapMeasuresImageFilter.h"

#include <algorithm>
#include <iomanip>
#include <vector>

#include "antsUtilities.h"
#include "ReadWriteData.h"

namespace ants
{

template <unsigned int ImageDimension>
int
LabelOverlapMeasures(int argc, char * argv[])
{
  if (argc < 3)
  {
    std::cout << "missing 1st filename" << std::endl;
    throw;
  }
  if (argc < 4)
  {
    std::cout << "missing 2nd filename" << std::endl;
    throw;
  }

  bool outputCSVFormat = false;
  if (argc > 4)
  {
    outputCSVFormat = true;
  }

  using PixelType = unsigned int;
  using ImageType = itk::Image<PixelType, ImageDimension>;

  typename ImageType::Pointer sourceImage = ImageType::New();
  ReadImage<ImageType>(sourceImage, argv[2]);
  typename ImageType::Pointer targetImage = ImageType::New();
  ReadImage<ImageType>(targetImage, argv[3]);

  using FilterType = itk::LabelOverlapMeasuresImageFilter<ImageType>;
  typename FilterType::Pointer filter = FilterType::New();
  filter->SetSourceImage(sourceImage);
  filter->SetTargetImage(targetImage);
  filter->Update();

  typename FilterType::MapType labelMap = filter->GetLabelSetMeasures();

  std::vector<int> allLabels;
  allLabels.clear();
  for (typename FilterType::MapType::const_iterator it = labelMap.begin(); it != labelMap.end(); ++it)
  {
    if ((*it).first == 0)
    {
      continue;
    }

    const int label = (*it).first;
    allLabels.push_back(label);
  }
  std::sort(allLabels.begin(), allLabels.end());

  if (outputCSVFormat)
  {
    std::vector<std::string> columnHeaders;

    columnHeaders.emplace_back("Label");
    columnHeaders.emplace_back("Total/Target");
    columnHeaders.emplace_back("Jaccard");
    columnHeaders.emplace_back("Dice");
    columnHeaders.emplace_back("VolumeSimilarity");
    columnHeaders.emplace_back("FalseNegative");
    columnHeaders.emplace_back("FalsePositive");

    std::vector<std::string> rowHeaders;
    rowHeaders.emplace_back("All");

    std::vector<int>::const_iterator itL = allLabels.begin();
    while (itL != allLabels.end())
    {
      std::ostringstream convert; // stream used for the conversion
      convert << *itL;            // insert the textual representation of 'Number' in the characters in the stream
      rowHeaders.push_back(convert.str());
      ++itL;
    }

    vnl_matrix<double> measures(allLabels.size() + 1, 6);

    measures(0, 0) = filter->GetTotalOverlap();
    measures(0, 1) = filter->GetUnionOverlap();
    measures(0, 2) = filter->GetMeanOverlap();
    measures(0, 3) = filter->GetVolumeSimilarity();
    measures(0, 4) = filter->GetFalseNegativeError();
    measures(0, 5) = filter->GetFalsePositiveError();

    unsigned int rowIndex = 1;
    for (itL = allLabels.begin(); itL != allLabels.end(); ++itL)
    {
      measures(rowIndex, 0) = filter->GetTargetOverlap(*itL);
      measures(rowIndex, 1) = filter->GetUnionOverlap(*itL);
      measures(rowIndex, 2) = filter->GetMeanOverlap(*itL);
      measures(rowIndex, 3) = filter->GetVolumeSimilarity(*itL);
      measures(rowIndex, 4) = filter->GetFalseNegativeError(*itL);
      measures(rowIndex, 5) = filter->GetFalsePositiveError(*itL);
      rowIndex++;
    }

    using WriterType = itk::CSVNumericObjectFileWriter<double, 1, 1>;
    WriterType::Pointer writer = WriterType::New();
    writer->SetFileName(argv[4]);
    writer->SetColumnHeaders(columnHeaders);
    writer->SetRowHeaders(rowHeaders);
    writer->SetInput(&measures);
    try
    {
      writer->Write();
    }
    catch (const itk::ExceptionObject & exp)
    {
      std::cerr << "Exception caught!" << std::endl;
      std::cerr << exp << std::endl;
      return EXIT_FAILURE;
    }
  }
  else
  {
    std::cout << "                                          "
              << "************ All Labels *************" << std::endl;
    std::cout << std::setw(10) << "   " << std::setw(17) << "Total" << std::setw(17) << "Union (jaccard)"
              << std::setw(17) << "Mean (dice)" << std::setw(17) << "Volume sim." << std::setw(17) << "False negative"
              << std::setw(17) << "False positive" << std::endl;
    std::cout << std::setw(10) << "   ";
    std::cout << std::setw(17) << filter->GetTotalOverlap();
    std::cout << std::setw(17) << filter->GetUnionOverlap();
    std::cout << std::setw(17) << filter->GetMeanOverlap();
    std::cout << std::setw(17) << filter->GetVolumeSimilarity();
    std::cout << std::setw(17) << filter->GetFalseNegativeError();
    std::cout << std::setw(17) << filter->GetFalsePositiveError();
    std::cout << std::endl;

    std::cout << "                                       "
              << "************ Individual Labels *************" << std::endl;
    std::cout << std::setw(10) << "Label" << std::setw(17) << "Target" << std::setw(17) << "Union (jaccard)"
              << std::setw(17) << "Mean (dice)" << std::setw(17) << "Volume sim." << std::setw(17) << "False negative"
              << std::setw(17) << "False positive" << std::endl;
    for (int label : allLabels)
    {
      std::cout << std::setw(10) << label;
      std::cout << std::setw(17) << filter->GetTargetOverlap(label);
      std::cout << std::setw(17) << filter->GetUnionOverlap(label);
      std::cout << std::setw(17) << filter->GetMeanOverlap(label);
      std::cout << std::setw(17) << filter->GetVolumeSimilarity(label);
      std::cout << std::setw(17) << filter->GetFalseNegativeError(label);
      std::cout << std::setw(17) << filter->GetFalsePositiveError(label);
      std::cout << std::endl;
    }
  }

  return EXIT_SUCCESS;
}

// entry point for the library; parameter 'args' is equivalent to 'argv' in (argc,argv) of commandline parameters to
// 'main()'
int
LabelOverlapMeasures(std::vector<std::string> args, std::ostream * /*out_stream = nullptr */)
{
  // put the arguments coming in as 'args' into standard (argc,argv) format;
  // 'args' doesn't have the command name as first, argument, so add it manually;
  // 'args' may have adjacent arguments concatenated into one argument,
  // which the parser should handle
  args.insert(args.begin(), "LabelOverlapMeasures");

  int     argc = args.size();
  char ** argv = new char *[args.size() + 1];
  for (unsigned int i = 0; i < args.size(); ++i)
  {
    // allocate space for the string plus a null character
    argv[i] = new char[args[i].length() + 1];
    std::strncpy(argv[i], args[i].c_str(), args[i].length());
    // place the null character in the end
    argv[i][args[i].length()] = '\0';
  }
  argv[argc] = nullptr;
  // class to automatically cleanup argv upon destruction
  class Cleanup_argv
  {
  public:
    Cleanup_argv(char ** argv_, int argc_plus_one_)
      : argv(argv_)
      , argc_plus_one(argc_plus_one_)
    {}

    ~Cleanup_argv()
    {
      for (unsigned int i = 0; i < argc_plus_one; ++i)
      {
        delete[] argv[i];
      }
      delete[] argv;
    }

  private:
    char **      argv;
    unsigned int argc_plus_one;
  };
  Cleanup_argv cleanup_argv(argv, argc + 1);

  // antscout->set_stream( out_stream );

  if (argc < 4)
  {
    std::cout << "Usage: " << argv[0] << " imageDimension sourceImage "
              << "targetImage [outputCSVFile]" << std::endl;
    if (argc >= 2 && (std::string(argv[1]) == std::string("--help") || std::string(argv[1]) == std::string("-h")))
    {
      return EXIT_SUCCESS;
    }
    return EXIT_FAILURE;
  }

  switch (std::stoi(argv[1]))
  {
    case 2:
    {
      return LabelOverlapMeasures<2>(argc, argv);
    }
    break;
    case 3:
    {
      return LabelOverlapMeasures<3>(argc, argv);
    }
    break;
    case 4:
    {
      return LabelOverlapMeasures<4>(argc, argv);
    }
    break;
    default:
      std::cout << "Unsupported dimension" << std::endl;
      return EXIT_FAILURE;
  }
  return EXIT_SUCCESS;
}

} // namespace ants