RandomSampling.h

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/*

Copyright (c) 2010--2018,
François Pomerleau and Stephane Magnenat, ASL, ETHZ, Switzerland
You can contact the authors at <f dot pomerleau at gmail dot com> and
<stephane at magnenat dot net>

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*/
#pragma once

#include "PointMatcher.h"

#include <string>

template<typename T>
struct RandomSamplingDataPointsFilter: public PointMatcher<T>::DataPointsFilter
{
        typedef PointMatcherSupport::Parametrizable Parametrizable;
        typedef PointMatcherSupport::Parametrizable P;
        typedef Parametrizable::Parameters Parameters;
        typedef Parametrizable::ParameterDoc ParameterDoc;
        typedef Parametrizable::ParametersDoc ParametersDoc;
        typedef Parametrizable::InvalidParameter InvalidParameter;
        
        typedef typename PointMatcher<T>::DataPoints DataPoints;
        
        inline static const std::string description()
        {
                return "Subsampling. This filter reduces the size of the point cloud by randomly dropping points. Based on \\cite{Masuda1996Random}";
        }
        inline static const ParametersDoc availableParameters()
        {
                return {
                        {"prob", "probability to keep a point, one over decimation factor ", "0.75", "0", "1", &P::Comp<T>}
                };
        }
        
        const double prob;
        
        RandomSamplingDataPointsFilter(const Parameters& params = Parameters());
        virtual ~RandomSamplingDataPointsFilter() {};
        virtual DataPoints filter(const DataPoints& input);
        virtual void inPlaceFilter(DataPoints& cloud);
};