probability_processor.h

/*
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 * @author: Koen Buys
 */
 
#pragma once
 
#include <pcl/point_types.h>
#include <pcl/console/print.h>
#include <pcl/gpu/containers/device_array.h>
#include <pcl/gpu/people/label_common.h>
 
#include <fstream>
#include <iostream>
#include <memory>
#include <sstream>
 
namespace pcl
{
  namespace device
  {
    class ProbabilityProc;
  }
 
  namespace gpu
  {
    namespace people
    {
      class PCL_EXPORTS ProbabilityProcessor
      {        
        public:
          using Ptr = shared_ptr<ProbabilityProcessor>;
          using ConstPtr = shared_ptr<const ProbabilityProcessor>;
          using Depth = DeviceArray2D<unsigned short>;
          using Labels = DeviceArray2D<unsigned char>;
 
          ProbabilityProcessor();
 
          /** \brief This will merge the votes from the different trees into one final vote, including probabilistic's **/
          void
          SelectLabel (const Depth& depth, Labels& labels, pcl::device::LabelProbability& probabilities);
 
          /** \brief This will combine two probabilities according their weight **/
          void
          CombineProb ( const Depth& depth,
                        pcl::device::LabelProbability& probIn1,
                        float weight1,
                        pcl::device::LabelProbability& probIn2,
                        float weight2,
                        pcl::device::LabelProbability& probOut);
 
          /** \brief This will sum a probability multiplied with it's weight **/
          void
          WeightedSumProb ( const Depth& depth, pcl::device::LabelProbability& probIn, float weight, pcl::device::LabelProbability& probOut);
 
          /** \brief This will create a Gaussian Kernel **/
          float*
          CreateGaussianKernel ( float sigma,
                                 int kernelSize);
 
          /** \brief This will do a GaussianBlur over the LabelProbability **/
          int
          GaussianBlur( const Depth&                    depth,
                        pcl::device::LabelProbability&  probIn,
                        DeviceArray<float>&             kernel,
                        pcl::device::LabelProbability&  probOut);
 
          /** \brief This will do a GaussianBlur over the LabelProbability **/
          int
          GaussianBlur( const Depth&                    depth,
                        pcl::device::LabelProbability&  probIn,
                        DeviceArray<float>&             kernel,
                        pcl::device::LabelProbability&  probTemp,
                        pcl::device::LabelProbability&  probOut);
 
        private:
          std::shared_ptr<pcl::device::ProbabilityProc> impl_;
 
      };
    }
  }
}