DoubleMovingAverageFilter.h

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#ifndef GRT_DOUBLE_MOVING_AVERAGE_FILTER_HEADER
#define GRT_DOUBLE_MOVING_AVERAGE_FILTER_HEADER

#include "../CoreModules/PreProcessing.h"
#include "MovingAverageFilter.h"

GRT_BEGIN_NAMESPACE

class GRT_API DoubleMovingAverageFilter : public PreProcessing {
public:
 DoubleMovingAverageFilter(UINT filterSize = 5,UINT numDimensions = 1);
 
 DoubleMovingAverageFilter(const DoubleMovingAverageFilter &rhs);
 
 virtual ~DoubleMovingAverageFilter();
 
 DoubleMovingAverageFilter& operator=(const DoubleMovingAverageFilter &rhs);
 
 virtual bool deepCopyFrom(const PreProcessing *preProcessing);
 
 virtual bool process(const VectorFloat &inputVector);
 
 virtual bool reset();
 
 virtual bool save(std::fstream &file) const;
 
 virtual bool load(std::fstream &file);
 
 bool init(UINT filterSize,UINT numDimensions);
 
 Float filter(const Float x);
 
 VectorFloat filter(const VectorFloat &x);
 
 VectorFloat getFilteredData(){ return processedData; }
 
 //Tell the compiler we are using the following functions from the MLBase class to stop hidden virtual function warnings
 using MLBase::save;
 using MLBase::load;
 
protected:
 UINT filterSize; 
 MovingAverageFilter filter1; 
 MovingAverageFilter filter2; 
 
 static RegisterPreProcessingModule< DoubleMovingAverageFilter > registerModule;
 
};

GRT_END_NAMESPACE

#endif //GRT_DOUBLE_MOVING_AVERAGE_FILTER_HEADER