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/*=========================================================================
Program: ORFEO Toolbox
Language: C++
Date: $Date$
Version: $Revision$
Copyright (c) Centre National d'Etudes Spatiales. All rights reserved.
See OTBCopyright.txt for details.
This software is distributed WITHOUT ANY WARRANTY; without even
the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
PURPOSE. See the above copyright notices for more information.
=========================================================================*/
#ifndef otbLabelMapSVMClassifier_txx
#define otbLabelMapSVMClassifier_txx
#include "otbLabelMapSVMClassifier.h"
namespace otb {
template <class TInputImage>
LabelMapSVMClassifier<TInputImage>
::LabelMapSVMClassifier()
{
// Force to single-threaded (SVMModel is not thread-safe)
// This way, we benefit of the LabelMapFilter design and only need
// to implement ThreadedProcessLabelObject
this->SetNumberOfThreads(1);
}
template<class TInputImage>
void
LabelMapSVMClassifier<TInputImage>
::ReleaseInputs( )
{
// by pass itk::InPlaceLabelMapFilter::ReleaseInputs() implementation,
// which caused memory issue when ran inplace
this->itk::LabelMapFilter<TInputImage, TInputImage>::ReleaseInputs();
}
template<class TInputImage>
void
LabelMapSVMClassifier<TInputImage>
::ThreadedProcessLabelObject( LabelObjectType * labelObject )
{
ClassLabelType classLabel = m_Model->EvaluateLabel(m_MeasurementFunctor(labelObject));
labelObject->SetClassLabel(classLabel);
}
}// end namespace otb
#endif
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