otbStreamingMinMaxVectorImageFilter.hxx

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/*
 * Copyright (C) 1999-2011 Insight Software Consortium
 * 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 otbStreamingMinMaxVectorImageFilter_hxx
#define otbStreamingMinMaxVectorImageFilter_hxx
#include "otbStreamingMinMaxVectorImageFilter.h"
 
#include "itkImageRegionIterator.h"
#include "itkImageRegionConstIteratorWithIndex.h"
#include "itkNumericTraits.h"
#include "itkProgressReporter.h"
#include "otbMacro.h"
 
namespace otb
{
 
template <class TInputImage>
PersistentMinMaxVectorImageFilter<TInputImage>::PersistentMinMaxVectorImageFilter()
  : m_NoDataFlag(false), m_NoDataValue(itk::NumericTraits<InternalPixelType>::Zero)
{
  // first output is a copy of the image, DataObject created by
  // superclass
  //
  // allocate the data objects for the outputs which are
  // just decorators around pixel types
 
  for (int i = 1; i < 3; ++i)
  {
    typename PixelObjectType::Pointer output = static_cast<PixelObjectType*>(this->MakeOutput(i).GetPointer());
    this->itk::ProcessObject::SetNthOutput(i, output.GetPointer());
  }
}
 
template <class TInputImage>
itk::DataObject::Pointer PersistentMinMaxVectorImageFilter<TInputImage>::MakeOutput(DataObjectPointerArraySizeType output)
{
  itk::DataObject::Pointer ret;
  switch (output)
  {
  case 0:
    ret = static_cast<itk::DataObject*>(TInputImage::New().GetPointer());
    break;
  case 1:
  case 2:
    ret = static_cast<itk::DataObject*>(PixelObjectType::New().GetPointer());
    break;
  }
  return ret;
}
 
template <class TInputImage>
typename PersistentMinMaxVectorImageFilter<TInputImage>::PixelObjectType* PersistentMinMaxVectorImageFilter<TInputImage>::GetMinimumOutput()
{
  return static_cast<PixelObjectType*>(this->itk::ProcessObject::GetOutput(1));
}
 
template <class TInputImage>
const typename PersistentMinMaxVectorImageFilter<TInputImage>::PixelObjectType* PersistentMinMaxVectorImageFilter<TInputImage>::GetMinimumOutput() const
{
  return static_cast<const PixelObjectType*>(this->itk::ProcessObject::GetOutput(1));
}
 
template <class TInputImage>
typename PersistentMinMaxVectorImageFilter<TInputImage>::PixelObjectType* PersistentMinMaxVectorImageFilter<TInputImage>::GetMaximumOutput()
{
  return static_cast<PixelObjectType*>(this->itk::ProcessObject::GetOutput(2));
}
 
template <class TInputImage>
const typename PersistentMinMaxVectorImageFilter<TInputImage>::PixelObjectType* PersistentMinMaxVectorImageFilter<TInputImage>::GetMaximumOutput() const
{
  return static_cast<const PixelObjectType*>(this->itk::ProcessObject::GetOutput(2));
}
 
template <class TInputImage>
void PersistentMinMaxVectorImageFilter<TInputImage>::GenerateOutputInformation()
{
  Superclass::GenerateOutputInformation();
  if (this->GetInput())
  {
    this->GetOutput()->CopyInformation(this->GetInput());
    this->GetOutput()->SetLargestPossibleRegion(this->GetInput()->GetLargestPossibleRegion());
 
    if (this->GetOutput()->GetRequestedRegion().GetNumberOfPixels() == 0)
    {
      this->GetOutput()->SetRequestedRegion(this->GetOutput()->GetLargestPossibleRegion());
    }
  }
}
 
template <class TInputImage>
void PersistentMinMaxVectorImageFilter<TInputImage>::AllocateOutputs()
{
  // This is commented to prevent the streaming of the whole image for the first stream strip
  // It shall not cause any problem because the output image of this filter is not intended to be used.
  // InputImagePointer image = const_cast< TInputImage * >( this->GetInput() );
  // this->GraftOutput( image );
  // Nothing that needs to be allocated for the remaining outputs
}
 
template <class TInputImage>
void PersistentMinMaxVectorImageFilter<TInputImage>::Reset()
{
  TInputImage* inputPtr = const_cast<TInputImage*>(this->GetInput());
  inputPtr->UpdateOutputInformation();
 
  unsigned int numberOfThreads   = this->GetNumberOfThreads();
  unsigned int numberOfComponent = inputPtr->GetNumberOfComponentsPerPixel();
 
  // Variable Initialization
  PixelType tempPixel;
  tempPixel.SetSize(numberOfComponent);
  tempPixel.Fill(itk::NumericTraits<InternalPixelType>::NonpositiveMin());
  this->GetMaximumOutput()->Set(tempPixel);
 
  tempPixel.Fill(itk::NumericTraits<InternalPixelType>::max());
  this->GetMinimumOutput()->Set(tempPixel);
 
  PixelType tempTemporariesPixel;
  tempTemporariesPixel.SetSize(numberOfComponent);
  tempTemporariesPixel.Fill(itk::NumericTraits<InternalPixelType>::max());
  m_ThreadMin = ArrayPixelType(numberOfThreads, tempTemporariesPixel);
 
  tempTemporariesPixel.Fill(itk::NumericTraits<InternalPixelType>::NonpositiveMin());
  m_ThreadMax = ArrayPixelType(numberOfThreads, tempTemporariesPixel);
}
 
template <class TInputImage>
void PersistentMinMaxVectorImageFilter<TInputImage>::Synthetize()
{
  int i;
 
  int          numberOfThreads   = this->GetNumberOfThreads();
  unsigned int numberOfComponent = this->GetInput()->GetNumberOfComponentsPerPixel();
 
  PixelType minimumVector;
  minimumVector.SetSize(numberOfComponent);
  minimumVector.Fill(itk::NumericTraits<InternalPixelType>::max());
 
  PixelType maximumVector;
  maximumVector.SetSize(numberOfComponent);
  maximumVector.Fill(itk::NumericTraits<InternalPixelType>::NonpositiveMin());
 
  // Find the min/max over all threads and accumulate count, sum and
  // sum of squares
  for (i = 0; i < numberOfThreads; ++i)
  {
    for (unsigned int j = 0; j < numberOfComponent; ++j)
    {
      if (m_ThreadMin[i][j] < minimumVector[j])
      {
        minimumVector[j] = m_ThreadMin[i][j];
      }
      if (m_ThreadMax[i][j] > maximumVector[j])
      {
        maximumVector[j] = m_ThreadMax[i][j];
      }
    }
  } // end for( i = 0; i < numberOfThreads; ++i)
 
  // Set the outputs
  this->GetMinimumOutput()->Set(minimumVector);
  this->GetMaximumOutput()->Set(maximumVector);
}
 
template <class TInputImage>
void PersistentMinMaxVectorImageFilter<TInputImage>::ThreadedGenerateData(const RegionType& outputRegionForThread, itk::ThreadIdType threadId)
{
  InputImagePointer inputPtr = const_cast<TInputImage*>(this->GetInput());
  // support progress methods/callbacks
  itk::ProgressReporter progress(this, threadId, outputRegionForThread.GetNumberOfPixels());
 
  itk::ImageRegionConstIteratorWithIndex<TInputImage> it(inputPtr, outputRegionForThread);
  it.GoToBegin();
 
  // do the work
  while (!it.IsAtEnd())
  {
    // IndexType index = it.GetIndex();
    PixelType vectorValue = it.Get();
    for (unsigned int j = 0; j < vectorValue.GetSize(); ++j)
    {
      InternalPixelType value = vectorValue[j];
 
      if ((!m_NoDataFlag) || value != m_NoDataValue)
      {
        if (value < m_ThreadMin[threadId][j])
        {
          m_ThreadMin[threadId][j] = value;
        }
        if (value > m_ThreadMax[threadId][j])
        {
          m_ThreadMax[threadId][j] = value;
        }
      }
    }
    ++it;
    progress.CompletedPixel();
  }
}
 
template <class TImage>
void PersistentMinMaxVectorImageFilter<TImage>::PrintSelf(std::ostream& os, itk::Indent indent) const
{
  Superclass::PrintSelf(os, indent);
 
  os << indent << "Minimum: " << this->GetMinimumOutput()->Get() << std::endl;
  os << indent << "Maximum: " << this->GetMaximumOutput()->Get() << std::endl;
}
 
} // end namespace otb
#endif