ransac.h

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#pragma once
 
#include <pcl/cuda/sample_consensus/sac.h>
#include <pcl/cuda/sample_consensus/sac_model.h>
 
namespace pcl
{
  namespace cuda
  {
    /** \brief @b RandomSampleConsensus represents an implementation of the
      * RANSAC (RAndom SAmple Consensus) algorithm, as described in: "Random
      * Sample Consensus: A Paradigm for Model Fitting with Applications to Image
      * Analysis and Automated Cartography", Martin A. Fischler and Robert C. Bolles, 
      * Comm. Of the ACM 24: 381–395, June 1981.
      * \author Radu Bogdan Rusu
      */
    template <template <typename> class Storage>
    class RandomSampleConsensus : public SampleConsensus<Storage>
    {
      using SampleConsensus<Storage>::max_iterations_;
      using SampleConsensus<Storage>::threshold_;
      using SampleConsensus<Storage>::iterations_;
      using SampleConsensus<Storage>::sac_model_;
      using SampleConsensus<Storage>::model_;
      using SampleConsensus<Storage>::model_coefficients_;
      using SampleConsensus<Storage>::inliers_;
      using SampleConsensus<Storage>::inliers_stencil_;
      using SampleConsensus<Storage>::probability_;
 
      using SampleConsensusModelPtr = typename SampleConsensusModel<Storage>::Ptr;
      using Coefficients = typename SampleConsensusModel<Storage>::Coefficients;
      using Indices = typename SampleConsensusModel<Storage>::Indices;
      using Hypotheses = typename SampleConsensusModel<Storage>::Hypotheses;
 
      public:
        /** \brief RANSAC (RAndom SAmple Consensus) main constructor
          * \param model a Sample Consensus model
          */
        RandomSampleConsensus (const SampleConsensusModelPtr &model) : 
          SampleConsensus<Storage> (model)
        {
          // Maximum number of trials before we give up.
          max_iterations_ = 10000;
        }
 
        /** \brief RANSAC (RAndom SAmple Consensus) main constructor
          * \param model a Sample Consensus model
          * \param threshold distance to model threshold
          */
        RandomSampleConsensus (const SampleConsensusModelPtr &model, float threshold) : 
          SampleConsensus<Storage> (model, threshold)
        {
          // Maximum number of trials before we give up.
          max_iterations_ = 10000;
        }
 
        /** \brief Compute the actual model and find the inliers
          * \param debug_verbosity_level enable/disable on-screen debug
          * information and set the verbosity level
          */
        bool 
        computeModel (int debug_verbosity_level = 0);
    };
  } // namespace
} // namespace