otbDimensionalityReductionModelFactory.hxx

Go to the documentation of this file.

/*
 * 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 otbDimensionalityReductionModelFactory_hxx
#define otbDimensionalityReductionModelFactory_hxx
 
#include "otbDimensionalityReductionModelFactory.h"
#include "otbConfigure.h"
 
#include "otbSOMModelFactory.h"
 
#ifdef OTB_USE_SHARK
#include "otbAutoencoderModelFactory.h"
#include "otbPCAModelFactory.h"
#endif
 
#include "itkMutexLockHolder.h"
 
namespace otb
{
 
#ifdef OTB_USE_SHARK
template <class TInputValue, class TTargetValue>
using LogAutoencoderModelFactory = AutoencoderModelFactory<TInputValue, TTargetValue, shark::LogisticNeuron>;
#endif
 
template <class TInputValue, class TTargetValue>
using SOM2DModelFactory = SOMModelFactory<TInputValue, TTargetValue, 2>;
 
template <class TInputValue, class TTargetValue>
using SOM3DModelFactory = SOMModelFactory<TInputValue, TTargetValue, 3>;
 
template <class TInputValue, class TTargetValue>
using SOM4DModelFactory = SOMModelFactory<TInputValue, TTargetValue, 4>;
 
template <class TInputValue, class TTargetValue>
using SOM5DModelFactory = SOMModelFactory<TInputValue, TTargetValue, 5>;
 
 
template <class TInputValue, class TOutputValue>
typename DimensionalityReductionModelFactory<TInputValue, TOutputValue>::DimensionalityReductionModelTypePointer
DimensionalityReductionModelFactory<TInputValue, TOutputValue>::CreateDimensionalityReductionModel(const std::string& path, FileModeType mode)
{
  RegisterBuiltInFactories();
 
  std::list<DimensionalityReductionModelTypePointer> possibleDimensionalityReductionModel;
  std::list<LightObject::Pointer>                    allobjects = itk::ObjectFactoryBase::CreateAllInstance("DimensionalityReductionModel");
 
  for (std::list<LightObject::Pointer>::iterator i = allobjects.begin(); i != allobjects.end(); ++i)
  {
    DimensionalityReductionModelType* io = dynamic_cast<DimensionalityReductionModelType*>(i->GetPointer());
    if (io)
    {
      possibleDimensionalityReductionModel.push_back(io);
    }
    else
    {
      std::cerr << "Error DimensionalityReductionModel Factory did not return an DimensionalityReductionModel: " << (*i)->GetNameOfClass() << std::endl;
    }
  }
 
  for (typename std::list<DimensionalityReductionModelTypePointer>::iterator k = possibleDimensionalityReductionModel.begin();
       k != possibleDimensionalityReductionModel.end(); ++k)
  {
    if (mode == ReadMode)
    {
      if ((*k)->CanReadFile(path))
      {
        return *k;
      }
    }
    else if (mode == WriteMode)
    {
      if ((*k)->CanWriteFile(path))
      {
        return *k;
      }
    }
  }
  return nullptr;
}
 
template <class TInputValue, class TOutputValue>
void DimensionalityReductionModelFactory<TInputValue, TOutputValue>::RegisterBuiltInFactories()
{
  itk::MutexLockHolder<itk::SimpleMutexLock> lockHolder(mutex);
 
  RegisterFactory(SOM2DModelFactory<TInputValue, TOutputValue>::New());
  RegisterFactory(SOM3DModelFactory<TInputValue, TOutputValue>::New());
  RegisterFactory(SOM4DModelFactory<TInputValue, TOutputValue>::New());
  RegisterFactory(SOM5DModelFactory<TInputValue, TOutputValue>::New());
 
#ifdef OTB_USE_SHARK
  RegisterFactory(PCAModelFactory<TInputValue, TOutputValue>::New());
  RegisterFactory(LogAutoencoderModelFactory<TInputValue, TOutputValue>::New());
#endif
}
 
template <class TInputValue, class TOutputValue>
void DimensionalityReductionModelFactory<TInputValue, TOutputValue>::RegisterFactory(itk::ObjectFactoryBase* factory)
{
  // Unregister any previously registered factory of the same class
  // Might be more intensive but static bool is not an option due to
  // ld error.
  itk::ObjectFactoryBase::UnRegisterFactory(factory);
  itk::ObjectFactoryBase::RegisterFactory(factory);
}
 
template <class TInputValue, class TOutputValue>
void DimensionalityReductionModelFactory<TInputValue, TOutputValue>::CleanFactories()
{
  itk::MutexLockHolder<itk::SimpleMutexLock> lockHolder(mutex);
 
  std::list<itk::ObjectFactoryBase*>           factories = itk::ObjectFactoryBase::GetRegisteredFactories();
  std::list<itk::ObjectFactoryBase*>::iterator itFac;
 
  for (itFac = factories.begin(); itFac != factories.end(); ++itFac)
  {
    // SOM 5D
    SOM5DModelFactory<TInputValue, TOutputValue>* som5dFactory = dynamic_cast<SOM5DModelFactory<TInputValue, TOutputValue>*>(*itFac);
    if (som5dFactory)
    {
      itk::ObjectFactoryBase::UnRegisterFactory(som5dFactory);
      continue;
    }
    // SOM 4D
    SOM4DModelFactory<TInputValue, TOutputValue>* som4dFactory = dynamic_cast<SOM4DModelFactory<TInputValue, TOutputValue>*>(*itFac);
    if (som4dFactory)
    {
      itk::ObjectFactoryBase::UnRegisterFactory(som4dFactory);
      continue;
    }
    // SOM 3D
    SOM3DModelFactory<TInputValue, TOutputValue>* som3dFactory = dynamic_cast<SOM3DModelFactory<TInputValue, TOutputValue>*>(*itFac);
    if (som3dFactory)
    {
      itk::ObjectFactoryBase::UnRegisterFactory(som3dFactory);
      continue;
    }
    // SOM 2D
    SOM2DModelFactory<TInputValue, TOutputValue>* som2dFactory = dynamic_cast<SOM2DModelFactory<TInputValue, TOutputValue>*>(*itFac);
    if (som2dFactory)
    {
      itk::ObjectFactoryBase::UnRegisterFactory(som2dFactory);
      continue;
    }
#ifdef OTB_USE_SHARK
    // Autoencoder
    LogAutoencoderModelFactory<TInputValue, TOutputValue>* aeFactory = dynamic_cast<LogAutoencoderModelFactory<TInputValue, TOutputValue>*>(*itFac);
    if (aeFactory)
    {
      itk::ObjectFactoryBase::UnRegisterFactory(aeFactory);
      continue;
    }
    // PCA
    PCAModelFactory<TInputValue, TOutputValue>* pcaFactory = dynamic_cast<PCAModelFactory<TInputValue, TOutputValue>*>(*itFac);
    if (pcaFactory)
    {
      itk::ObjectFactoryBase::UnRegisterFactory(pcaFactory);
      continue;
    }
#endif
  }
}
 
} // end namespace otb
 
#endif