model_fitter.cpp

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// Author(s): Marius Muja and Matei Ciocarlie

#include "tabletop_object_detector/model_fitter.h"

#include "distance_field/propagation_distance_field.h"
#include "tabletop_object_detector/iterative_distance_fitter.h"

namespace tabletop_object_detector {

DistanceFieldFitter::DistanceFieldFitter() : distance_voxel_grid_(NULL) 
{
  truncate_value_ = 0.05;
  distance_field_resolution_ = 0.002;
}

DistanceFieldFitter::~DistanceFieldFitter() 
{
  delete distance_voxel_grid_;
}

void DistanceFieldFitter::initializeFromBtVectors(const std::vector<btVector3> &points) 
{
  delete distance_voxel_grid_;
  distance_voxel_grid_ = NULL;

  if (points.size() == 0) {
    return;
  }

  btVector3 min = points[0], max = points[0];
  for (size_t i=0; i<points.size(); ++i) 
  {
    for (size_t j=0; j<3; ++j) 
    {
      if (min[j] > points[i][j]) 
      {
        min[j] = points[i][j];
      }
      if (max[j] < points[i][j]) 
      {
        max[j] = points[i][j];
      }
    }
  }
  
  ROS_DEBUG("Size: (%g,%g,%g, %g, %g, %g)",min[0], min[1], min[2], max[0], max[1], max[2]);

  //the distance field is initialized as follows: match the size of the object, but add
  //padding equal to the truncate_value_ on each side. Resolution is constant regardless 
  //of the size of the object.

  //the only difference in along negative Z where we add only a very small padding, making
  //the assumptions that we are pretty sure where the table is (Z=0 by convention), all objects
  //have the origin on the bottom, and nothing is below the table
  //allow just two cells under the table, to deal with noise and such
  double table_padding = 2.5 * distance_field_resolution_;
  distance_voxel_grid_ = new distance_field::PropagationDistanceField(max[0]-min[0] + 2*truncate_value_, 
                                                                      max[1]-min[1] + 2*truncate_value_,
                                                                      max[2]-min[2] + truncate_value_ + table_padding, 
                                                                      distance_field_resolution_, 
                                                                      min[0] - truncate_value_, 
                                                                      min[1] - truncate_value_,  
                                                                      min[2] - table_padding,
                                                                      2 * truncate_value_ );
  distance_voxel_grid_->reset();
  distance_voxel_grid_->addPointsToField(points);
}

double dist(const btVector3 &v0, const btVector3 &v1)
{
  return sqrt( (v1.x()-v0.x())*(v1.x()-v0.x()) + 
               (v1.y()-v0.y())*(v1.y()-v0.y()) +  
               (v1.z()-v0.z())*(v1.z()-v0.z()) );
}

std::vector<btVector3> interpolateTriangle(btVector3 v0, 
                                           btVector3 v1, 
                                           btVector3 v2, double min_res)
{
  std::vector<btVector3> vectors;

  //find out the interpolation resolution for the first coordinate
  //based on the size of the 0-1 and 0-2 edges
  double d01 = dist(v0, v1);
  double d02 = dist(v0, v2);
  double res_0 = min_res / std::max(d01, d02);

  //perform the first interpolation
  //we do not want the vertices themselves, so we don't start at 0 
  double t0=res_0;
  bool done = false;
  while (!done)
  {
    if (t0 >= 1.0)
    {
      t0 = 1.0;
      done = true;
    }
    //compute the resolution for the second interpolation
    btVector3 p1 = t0*v0 + (1-t0) * v1;
    btVector3 p2 = t0*v0 + (1-t0) * v2;
    double d12 = dist(p1, p2);
    double res_12 = min_res / d12;

    //perform the second interpolation
    double t12 = 0;
    bool done12 = false;
    while (!done12)
    {
      if (t12 >= 1.0)
      {
        t12 = 1.0;
        done12 = true;
      }
      //actual point insertion
      //do not insert the vertices themselves
      if (t0!=1.0 || (t12!=0.0 && t12!=1.0))
      {
        vectors.push_back( t12*p1 + (1.0 - t12)*p2 );
      }
      t12 += res_12;
    }
    
    t0 += res_0;
  }
  return vectors;
}

void ModelToCloudFitter::sampleMesh(const geometric_shapes_msgs::Shape &mesh, 
                                    std::vector<btVector3> &btVectors,
                                    double resolution)
{
  btVectors.reserve(mesh.vertices.size());
  //vertices themselves get inserted explicitly here. If we inserted them
  //as part of triangles, we would insert each vertex multiple times
  typedef std::vector<geometry_msgs::Point>::const_iterator I;
  for (I i=mesh.vertices.begin(); i!=mesh.vertices.end(); i++) 
  {
    btVectors.push_back(btVector3(i->x,i->y,i->z));
  }
  
  //sample triangle surfaces at a specified min-resolution 
  //and insert the resulting points
  for (size_t i=0; i<mesh.triangles.size(); i+=3)
  {
    btVector3 v0( mesh.vertices.at( mesh.triangles.at(i+0) ).x,
                  mesh.vertices.at( mesh.triangles.at(i+0) ).y,
                  mesh.vertices.at( mesh.triangles.at(i+0) ).z);
    btVector3 v1( mesh.vertices.at( mesh.triangles.at(i+1) ).x,
                  mesh.vertices.at( mesh.triangles.at(i+1) ).y,
                  mesh.vertices.at( mesh.triangles.at(i+1) ).z);
    btVector3 v2( mesh.vertices.at( mesh.triangles.at(i+2) ).x,
                  mesh.vertices.at( mesh.triangles.at(i+2) ).y,
                  mesh.vertices.at( mesh.triangles.at(i+2) ).z);
    std::vector<btVector3> triangleVectors = interpolateTriangle(v0, v1, v2, resolution);
    btVectors.insert(btVectors.begin(), triangleVectors.begin(), triangleVectors.end());
  }
}


void DistanceFieldFitter::initializeFromMesh(const geometric_shapes_msgs::Shape &mesh)
{
  std::vector<btVector3> btVectors;
  //we use a slightly larger resolution than the distance field, in an attempt to bring
  //down pre-computation time
  sampleMesh(mesh, btVectors,  1.5 * distance_field_resolution_ ); 
  initializeFromBtVectors(btVectors);
}


} //namespace

---

tabletop_object_detector
Author(s): Marius Muja and Matei Ciocarlie
autogenerated on Fri Jan 11 09:34:32 2013