otbHooverMatrixFilter.hxx

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/*
 * Copyright (C) 2005-2022 Centre National d'Etudes Spatiales (CNES)
 *
 * This file is part of Orfeo Toolbox
 *
 *     https://www.orfeo-toolbox.org/
 *
 * 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
 *
 * 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.
 */
 
#ifndef otbHooverMatrixFilter_hxx
#define otbHooverMatrixFilter_hxx
 
#include "otbHooverMatrixFilter.h"
 
namespace otb
{
 
template <class TLabelMap>
HooverMatrixFilter<TLabelMap>::HooverMatrixFilter() : m_NumberOfRegionsGT(0), m_NumberOfRegionsMS(0)
{
  this->SetNumberOfRequiredInputs(2);
  m_Matrix.SetSize(0, 0);
}
 
template <class TLabelMap>
void HooverMatrixFilter<TLabelMap>::SetGroundTruthLabelMap(const LabelMapType* gt)
{
  this->SetInput(0, gt);
}
 
template <class TLabelMap>
void HooverMatrixFilter<TLabelMap>::SetMachineSegmentationLabelMap(const LabelMapType* ms)
{
  this->SetInput(1, ms);
}
 
template <class TLabelMap>
const TLabelMap* HooverMatrixFilter<TLabelMap>::GetGroundTruthLabelMap()
{
  return this->GetInput(0);
}
 
template <class TLabelMap>
const TLabelMap* HooverMatrixFilter<TLabelMap>::GetMachineSegmentationLabelMap()
{
  return this->GetInput(1);
}
 
template <class TLabelMap>
void HooverMatrixFilter<TLabelMap>::BeforeThreadedGenerateData()
{
  // first : call superclass method
  Superclass::BeforeThreadedGenerateData();
 
  // Set the matrix size
  m_NumberOfRegionsGT = this->GetGroundTruthLabelMap()->GetNumberOfLabelObjects();
  m_NumberOfRegionsMS = this->GetMachineSegmentationLabelMap()->GetNumberOfLabelObjects();
  m_LabelsGT          = this->GetGroundTruthLabelMap()->GetLabels();
  m_Matrix.SetSize(m_NumberOfRegionsGT, m_NumberOfRegionsMS);
  m_Matrix.Fill(0);
}
 
template <class TLabelMap>
void HooverMatrixFilter<TLabelMap>::ThreadedProcessLabelObject(LabelObjectType* labelObject)
{
 
 
  unsigned long currentRegionMS = 0;
  unsigned long currentRegionGT = 0;
  // find the index of the current GT region
  LabelType currentLabelGT = labelObject->GetLabel();
  for (unsigned long k = 0; k < m_NumberOfRegionsGT; k++)
  {
    if (currentLabelGT == m_LabelsGT[k])
    {
      currentRegionGT = k;
      break;
    }
  }
 
  // loop over the given region
  typedef typename LabelObjectType::ConstLineIterator IteratorType;
  IteratorType                                        lit = IteratorType(labelObject);
  while (!lit.IsAtEnd())
  {
    IndexType     idx    = lit.GetLine().GetIndex();
    unsigned long length = lit.GetLine().GetLength();
    for (unsigned long i = 0; i < length; i++)
    {
      // find the corresponding label in the ms label map
      // if found : ++ in the cell [n, p]
      for (unsigned long j = currentRegionMS; j < (currentRegionMS + m_NumberOfRegionsMS); j++)
      {
        // TODO : optimize here : call GetLabelObject(label) would be faster
        const LabelObjectType* regionMS = this->GetMachineSegmentationLabelMap()->GetNthLabelObject(j % m_NumberOfRegionsMS);
        if (regionMS->HasIndex(idx))
        {
          currentRegionMS = j % m_NumberOfRegionsMS;
          m_Matrix(currentRegionGT, currentRegionMS)++;
          break;
        }
      }
      idx[0]++;
    }
    ++lit;
  }
}
}
#endif