vcglib/vcg/complex/algorithms/voronoi_processing.h

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* Visual and Computer Graphics Library                            o     o   *
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* Copyright(C) 2004-2016                                           \/)\/    *
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#ifndef VORONOI_PROCESSING_H
#define VORONOI_PROCESSING_H

#include<vcg/complex/algorithms/geodesic.h>
#include<vcg/complex/algorithms/update/color.h>
#include<vcg/complex/algorithms/refine.h>
#include<vcg/complex/algorithms/smooth.h>
#include<vcg/space/fitting3.h>
#include<wrap/callback.h>

namespace vcg
{
namespace tri
{

struct VoronoiProcessingParameter
{
  enum {
    None=0,
    DistanceFromSeed=1,
    DistanceFromBorder=2,
    RegionArea=3
  };

  VoronoiProcessingParameter()  {}
  
  int colorStrategy=DistanceFromSeed;

  float areaThresholdPerc=0;
  bool deleteUnreachedRegionFlag=false;

  bool unbiasedSeedFlag= true;
  bool constrainSelectedSeed=false;   /// If true the selected vertexes define a constraining domain:
                                /// During relaxation all selected seeds are constrained to move
                                /// only on other selected vertices.
                                /// In this way you can constrain some seed to move only on certain
                                /// domains, for example moving only along some linear features
                                /// like border of creases.

  bool relaxOnlyConstrainedFlag=false;

  bool preserveFixedSeed=false;       /// If true the 'fixed' seeds are not moved during relaxation.
                                /// \see MarkVertexVectorAsFixed function to see how to fix a set of seeds.

  float refinementRatio = 5.0f; /// It defines how much the input mesh has to be refined in order to have a supporting
                                /// triangulation that is dense enough to well approximate the voronoi diagram.
                                /// reasonable values are in the range 4..10. It is used by PreprocessForVoronoi and this value
                                /// says how many triangles you should expect in a voronoi region of a given radius.
  float seedPerturbationProbability=0;      /// if true at each iteration step each seed has the given probability to be perturbed a little.
  float seedPerturbationAmount = 0.001f;      /// As a bbox diag fraction (e.g. in the 0..1 range).

  // Convertion to Voronoi Diagram Parameters

  bool triangulateRegion=false; /// If true when building the voronoi diagram mesh each region is a
                                /// triangulated polygon. Otherwise it each voronoi region is a star
                                /// triangulation with the original seed in the center.

  bool collapseShortEdge=false;
  float collapseShortEdgePerc = 0.01f;

  bool geodesicRelaxFlag= true;
  
  CallBackPos *lcb=DummyCallBackPos;
};

template <class MeshType, class DistanceFunctor = EuclideanDistance<MeshType> >
class VoronoiProcessing
{
  typedef typename MeshType::CoordType				CoordType;
  typedef typename MeshType::ScalarType				ScalarType;
  typedef typename MeshType::VertexType				VertexType;
  typedef typename MeshType::VertexPointer		VertexPointer;
  typedef typename MeshType::VertexIterator		VertexIterator;
  typedef typename MeshType::FacePointer			FacePointer;
  typedef typename MeshType::FaceIterator			FaceIterator;
  typedef typename MeshType::FaceType					FaceType;
  typedef typename MeshType::FaceContainer		FaceContainer;
  typedef typename tri::Geodesic<MeshType>::VertDist VertDist;
  typedef typename face::Pos<FaceType>        PosType;

public:
	static math::MarsenneTwisterRNG &RandomGenerator()
    {
        static math::MarsenneTwisterRNG rnd;
        return rnd;
    }

  typedef typename MeshType::template PerVertexAttributeHandle<VertexPointer> PerVertexPointerHandle;
  typedef typename MeshType::template PerVertexAttributeHandle<bool> PerVertexBoolHandle;
  typedef typename MeshType::template PerVertexAttributeHandle<float> PerVertexFloatHandle;
  typedef typename MeshType::template PerFaceAttributeHandle<VertexPointer> PerFacePointerHandle;



// Given a vector of point3f it finds the closest vertices on the mesh.
static void SeedToVertexConversion(MeshType &m,std::vector<CoordType> &seedPVec,std::vector<VertexType *> &seedVVec, bool compactFlag = true)
{
    typedef typename vcg::SpatialHashTable<VertexType, ScalarType> HashVertexGrid;
    seedVVec.clear();

    HashVertexGrid HG;
    HG.Set(m.vert.begin(),m.vert.end());

    const float dist_upper_bound=m.bbox.Diag()/10.0;

    typename std::vector<CoordType>::iterator pi;
    for(pi=seedPVec.begin();pi!=seedPVec.end();++pi)
        {
            ScalarType dist;
            VertexPointer vp;
            vp=tri::GetClosestVertex<MeshType,HashVertexGrid>(m, HG, *pi, dist_upper_bound, dist);
            if(vp)
                {
                    seedVVec.push_back(vp);
                }
        }
    if(compactFlag)
    {
      std::sort(seedVVec.begin(),seedVVec.end());
      typename std::vector<VertexType *>::iterator vi = std::unique(seedVVec.begin(),seedVVec.end());
      seedVVec.resize( std::distance(seedVVec.begin(),vi) );
    }
}


static void ComputePerVertexSources(MeshType &m, std::vector<VertexType *> &seedVec, DistanceFunctor &df)
{
  tri::Allocator<MeshType>::DeletePerVertexAttribute(m,"sources"); // delete any conflicting handle regardless of the type...
  PerVertexPointerHandle vertexSources =  tri::Allocator<MeshType>:: template AddPerVertexAttribute<VertexPointer> (m,"sources");

  tri::Allocator<MeshType>::DeletePerFaceAttribute(m,"sources"); // delete any conflicting handle regardless of the type...
  tri::Allocator<MeshType>::template AddPerFaceAttribute<VertexPointer> (m,"sources");

  assert(tri::Allocator<MeshType>::IsValidHandle(m,vertexSources));

  tri::Geodesic<MeshType>::Compute(m,seedVec,df,std::numeric_limits<ScalarType>::max(),0,&vertexSources);
}

static void VoronoiColoring(MeshType &m, bool frontierFlag=true)
{
  PerVertexPointerHandle sources =  tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");
  assert(tri::Allocator<MeshType>::IsValidHandle(m,sources));

  if(frontierFlag)
  {
    //static_cast<VertexPointer>(NULL) has been introduced just to avoid an error in the MSVS2010's compiler confusing pointer with int. You could use nullptr to avoid it, but it's not supported by all compilers.
    //The error should have been removed from MSVS2012
    std::pair<float,VertexPointer> zz(0.0f,static_cast<VertexPointer>(NULL));
    std::vector< std::pair<float,VertexPointer> > regionArea(m.vert.size(),zz);
    std::vector<VertexPointer> frontierVec;
    GetAreaAndFrontier(m, sources,  regionArea, frontierVec);
    tri::Geodesic<MeshType>::Compute(m,frontierVec);
  }
  float minQ =  std::numeric_limits<float>::max();
  float maxQ = -std::numeric_limits<float>::max();
  
  for(VertexIterator vi=m.vert.begin();vi!=m.vert.end();++vi)
    if(sources[*vi])
    {
      if( (*vi).Q() < minQ) minQ=(*vi).Q();
      if( (*vi).Q() > maxQ) maxQ=(*vi).Q();
    }
  for(VertexIterator vi=m.vert.begin();vi!=m.vert.end();++vi)
    if(sources[*vi])
          (*vi).C().SetColorRamp(minQ,maxQ,(*vi).Q());
  else 
      (*vi).C()=Color4b::DarkGray;
  
//  tri::UpdateColor<MeshType>::PerVertexQualityRamp(m);
}

static void VoronoiAreaColoring(MeshType &m,std::vector<VertexType *> &seedVec,
                                std::vector< std::pair<float,VertexPointer> > &regionArea)
{
  PerVertexPointerHandle vertexSources =  tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");
  float meshArea = tri::Stat<MeshType>::ComputeMeshArea(m);
  float expectedArea = meshArea/float(seedVec.size());
  for(size_t i=0;i<m.vert.size();++i)
      m.vert[i].C()=Color4b::ColorRamp(expectedArea *0.75f ,expectedArea*1.25f, regionArea[tri::Index(m,vertexSources[i])].first);
}
// It associates the faces with a given vertex according to the vertex associations
//
// It READS  the PerVertex attribute 'sources'
// It WRITES the PerFace attribute 'sources'

static void FaceAssociateRegion(MeshType &m)
{
  PerFacePointerHandle   faceSources =  tri::Allocator<MeshType>:: template GetPerFaceAttribute<VertexPointer> (m,"sources");
  PerVertexPointerHandle vertexSources =  tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");
  for(FaceIterator fi=m.face.begin();fi!=m.face.end();++fi)
  {
    faceSources[fi]=0;
    std::vector<VertexPointer> vp(3);
    for(int i=0;i<3;++i) vp[i]=vertexSources[fi->V(i)];

    for(int i=0;i<3;++i) // First try to associate to the most reached vertex
    {
      if(vp[0]==vp[1] && vp[0]==vp[2]) faceSources[fi] = vp[0];
      else
      {
        if(vp[0]==vp[1] && vp[0]->Q()< vp[2]->Q()) faceSources[fi] = vp[0];
        if(vp[0]==vp[2] && vp[0]->Q()< vp[1]->Q()) faceSources[fi] = vp[0];
        if(vp[1]==vp[2] && vp[1]->Q()< vp[0]->Q()) faceSources[fi] = vp[1];
      }
    }
  }
  tri::UpdateTopology<MeshType>::FaceFace(m);
  int unassCnt=0;
  do
  {
    unassCnt=0;
    for(FaceIterator fi=m.face.begin();fi!=m.face.end();++fi)
    {
      if(faceSources[fi]==0)
      {
        std::vector<VertexPointer> vp(3);
        for(int i=0;i<3;++i)
          vp[i]=faceSources[fi->FFp(i)];

        if(vp[0]!=0 && (vp[0]==vp[1] || vp[0]==vp[2]))
          faceSources[fi] = vp[0];
        else if(vp[1]!=0 && (vp[1]==vp[2]))
          faceSources[fi] = vp[1];
        else
          faceSources[fi] = std::max(vp[0],std::max(vp[1],vp[2]));
        if(faceSources[fi]==0) unassCnt++;
      }
    }
  }
  while(unassCnt>0);
}

// Select all the faces with a given source vertex <vp>
// It reads the PerFace attribute 'sources'

static int FaceSelectAssociateRegion(MeshType &m, VertexPointer vp)
{
  PerFacePointerHandle sources =  tri::Allocator<MeshType>:: template FindPerFaceAttribute<VertexPointer> (m,"sources");
  assert(tri::Allocator<MeshType>::IsValidHandle(m,sources));
  tri::UpdateSelection<MeshType>::Clear(m);
  int selCnt=0;
  for(FaceIterator fi=m.face.begin();fi!=m.face.end();++fi)
  {
    if(sources[fi]==vp)
    {
      fi->SetS();
      ++selCnt;
    }
  }
  return selCnt;
}

// Given a seed <vp>, it selects all the faces that have the minimal distance vertex sourced by the given <vp>.
// <vp> can be null (it search for unreached faces...)
// returns the number of selected faces;
//
// It reads the PerVertex attribute 'sources'
static int FaceSelectRegion(MeshType &m, VertexPointer vp)
{
  PerVertexPointerHandle sources =  tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");
  assert(tri::Allocator<MeshType>::IsValidHandle(m,sources));
  tri::UpdateSelection<MeshType>::Clear(m);
  int selCnt=0;
  for(FaceIterator fi=m.face.begin();fi!=m.face.end();++fi)
  {
    int minInd = 0; float minVal=std::numeric_limits<float>::max();
    for(int i=0;i<3;++i)
    {
      if((*fi).V(i)->Q()<minVal)
      {
        minInd=i;
        minVal=(*fi).V(i)->Q();
      }
    }

    if(	sources[(*fi).V(minInd)] == vp)
    {
      fi->SetS();
      selCnt++;
    }
  }
  return selCnt;
}

/// Given a mesh with for each vertex the link to the closest seed
/// (e.g. for all vertexes we know what is the corresponding voronoi region)
/// we compute:
///  area of all the voronoi regions
///  the vector of the frontier vertexes (e.g. vert of faces shared by at least two regions)
///
///  Area is computed only for triangles that fully belong to a given source.

static void GetAreaAndFrontier(MeshType &m, PerVertexPointerHandle &sources,
                               std::vector< std::pair<float, VertexPointer> > &regionArea, // for each seed we store area
                               std::vector<VertexPointer> &frontierVec)
{
  tri::UpdateFlags<MeshType>::VertexClearV(m);
  frontierVec.clear();
  for(FaceIterator fi=m.face.begin();fi!=m.face.end();++fi)
  {
    VertexPointer s0 = sources[(*fi).V(0)];
    VertexPointer s1 = sources[(*fi).V(1)];
    VertexPointer s2 = sources[(*fi).V(2)];
    assert(s0 && s1 && s2);
    if((s0 != s1) || (s0 != s2) )
    {
      for(int i=0;i<3;++i)
        if(!fi->V(i)->IsV())
        {
          frontierVec.push_back(fi->V(i));
          fi->V(i)->SetV();
        }
    }
    else // the face belongs to a single region; accumulate area;
    {
      if(s0 != 0)
      {
        int seedIndex = tri::Index(m,s0);
        regionArea[seedIndex].first+=DoubleArea(*fi)*0.5f;
        regionArea[seedIndex].second=s0;
      }
    }
  }
}


/// Given a mesh with for each vertex the link to the closest seed
/// we compute:
///  the vector of the corner faces (ie the faces shared exactly by three regions)
///  the vector of the frontier faces that are on the boundary.

static void GetFaceCornerVec(MeshType &m, PerVertexPointerHandle &sources,
                               std::vector<FacePointer> &cornerVec,
                               std::vector<FacePointer> &borderCornerVec)
{
  tri::UpdateFlags<MeshType>::VertexClearV(m);
  cornerVec.clear();
  for(FaceIterator fi=m.face.begin();fi!=m.face.end();++fi)
  {
    VertexPointer s0 = sources[(*fi).V(0)];
    VertexPointer s1 = sources[(*fi).V(1)];
    VertexPointer s2 = sources[(*fi).V(2)];
    assert(s0 && s1 && s2);
    if(s1!=s2 && s0!=s1 && s0!=s2) {
        cornerVec.push_back(&*fi);
      }
    else
    {
      if(isBorderCorner(&*fi,sources))
          borderCornerVec.push_back(&*fi);
    }
  }
}

static bool isBorderCorner(FaceType *f, typename MeshType::template PerVertexAttributeHandle<VertexPointer> &sources)
{
  for(int i=0;i<3;++i)
  {
    if(sources[(*f).V0(i)] != sources[(*f).V1(i)] && f->IsB(i))
      return true;
  }
  return false;
}

// Given two supposedly adjacent border corner faces it finds the source common to them;
static VertexPointer CommonSourceBetweenBorderCorner(FacePointer f0, FacePointer f1,  typename MeshType::template PerVertexAttributeHandle<VertexPointer> &sources)
{
  assert(isBorderCorner(f0,sources));
  assert(isBorderCorner(f1,sources));
  int b0 =-1,b1=-1;
  for(int i=0;i<3;++i)
  {
    if(face::IsBorder(*f0,i)) b0=i;
    if(face::IsBorder(*f1,i)) b1=i;
  }
  assert(b0!=-1 && b1!=-1);

  if( (sources[f0->V0(b0)] == sources[f1->V0(b1)]) || (sources[f0->V0(b0)] == sources[f1->V1(b1)]) )
    return sources[f0->V0(b0)];

  if( (sources[f0->V1(b0)] == sources[f1->V0(b1)]) || (sources[f0->V1(b0)] == sources[f1->V1(b1)]) )
    return sources[f0->V1(b0)];

  assert(0);
  return 0;
}


static void ConvertVoronoiDiagramToMesh(MeshType &m,
                                        MeshType &outMesh, MeshType &outPoly,
                                        std::vector<VertexType *> &seedVec,
                                        VoronoiProcessingParameter &vpp )
{
  tri::RequirePerVertexAttribute(m,"sources");
  PerVertexPointerHandle sources = tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");
  outMesh.Clear();
  outPoly.Clear();
  tri::UpdateTopology<MeshType>::FaceFace(m);
  tri::UpdateFlags<MeshType>::FaceBorderFromFF(m);

  std::vector<FacePointer> innerCornerVec,   // Faces adjacent to three different regions
                           borderCornerVec;  // Faces that are on the border and adjacent to at least two regions.
  GetFaceCornerVec(m, sources, innerCornerVec, borderCornerVec);

  // For each seed collect all the vertices and build
  for(size_t i=0;i<seedVec.size();++i)
    tri::Allocator<MeshType>::AddVertex(outMesh,seedVec[i]->P(),Color4b::DarkGray);

  for(size_t i=0;i<seedVec.size();++i)
  {
    VertexPointer curSeed=seedVec[i];
    vector<CoordType> pt;
    for(size_t j=0;j<innerCornerVec.size();++j)
      for(int qq=0;qq<3;qq++)
        if(sources[innerCornerVec[j]->V(qq)] == curSeed)
        {
          pt.push_back(Barycenter(*innerCornerVec[j]));
          break;
        }
    for(size_t j=0;j<borderCornerVec.size();++j)
      for(int qq=0;qq<3;qq++)
        if(sources[borderCornerVec[j]->V(qq)] == curSeed)
        {
          CoordType edgeCenter;
          for(int jj=0;jj<3;++jj) if(face::IsBorder(*(borderCornerVec[j]),jj))
            edgeCenter=(borderCornerVec[j]->P0(jj)+borderCornerVec[j]->P1(jj))/2.0f;
          pt.push_back(edgeCenter);
          break;
        }
    Plane3<ScalarType> pl;
    pt.push_back(curSeed->P());
    FitPlaneToPointSet(pt,pl);
    pt.pop_back();
    CoordType nZ = pl.Direction();
    CoordType nX = (pt[0]-curSeed->P()).Normalize();
    CoordType nY = (nX^nZ).Normalize();
    vector<std::pair<float,int> > angleVec(pt.size());
    for(size_t j=0;j<pt.size();++j)
    {
      CoordType p = (pt[j]-curSeed->P()).Normalize();
      float angle = 180.0f+math::ToDeg(atan2(p*nY,p*nX));
      angleVec[j] = make_pair(angle,j);
    }
    std::sort(angleVec.begin(),angleVec.end());
    // Now build another piece of mesh.
    int curRegionStart=outMesh.vert.size();


    for(size_t j=0;j<pt.size();++j)
      tri::Allocator<MeshType>::AddVertex(outMesh,pt[angleVec[j].second],Color4b::LightGray);

    for(size_t j=0;j<pt.size();++j){
      float curAngle = angleVec[(j+1)%pt.size()].first - angleVec[j].first;
//      printf("seed %4i (%i) - face %i angle %5.1f %5.1f %5.1f\n",i,curRegionStart,j,angleVec[j].first,angleVec[(j+1)%pt.size()].first,curAngle);
      if(curAngle < 0) curAngle += 360.0;
      if(curAngle < 170.0)
        tri::Allocator<MeshType>::AddFace(outMesh,
                                          &outMesh.vert[i   ],
                                          &outMesh.vert[curRegionStart + j ],
            &outMesh.vert[curRegionStart + ((j+1)%pt.size())]);
       outMesh.face.back().SetF(0);
       outMesh.face.back().SetF(2);
    }
  } // end for each seed.
  tri::Clean<MeshType>::RemoveDuplicateVertex(outMesh);
  tri::UpdateTopology<MeshType>::FaceFace(outMesh);
  bool oriented,orientable;
  tri::Clean<MeshType>::OrientCoherentlyMesh(outMesh,oriented,orientable);
  tri::UpdateTopology<MeshType>::FaceFace(outMesh);

  // last loop to remove faux edges bit that are now on the boundary.
  for(FaceIterator fi=outMesh.face.begin();fi!=outMesh.face.end();++fi)
    for(int i=0;i<3;++i)
      if(face::IsBorder(*fi,i) && fi->IsF(i)) fi->ClearF(i);

  std::vector< typename tri::UpdateTopology<MeshType>::PEdge> EdgeVec;

  // ******************* star to tri conversion *********
  // If requested the voronoi regions are converted from a star arragned polygon
  // with vertex on the seed to a simple triangulated polygon by mean of a simple edge collapse
  if(vpp.triangulateRegion)
  {
    tri::UpdateFlags<MeshType>::FaceBorderFromFF(outMesh);
    tri::UpdateFlags<MeshType>::VertexBorderFromFaceBorder(outMesh);
    for(FaceIterator fi=outMesh.face.begin();fi!=outMesh.face.end();++fi) if(!fi->IsD())
    {
      for(int i=0;i<3;++i)
      {
        bool b0 = fi->V0(i)->IsB();
        bool b1 = fi->V1(i)->IsB();
        if( ((b0  && b1) || (fi->IsF(i) && !b0) ) &&
            tri::Index(outMesh,fi->V0(i))<seedVec.size())
        {
          if(!seedVec[tri::Index(outMesh,fi->V0(i))]->IsS())
            if(face::FFLinkCondition(*fi, i))
            {
              face::FFEdgeCollapse(outMesh, *fi,i); // we delete vertex fi->V0(i)
              break;
            }
        }
      }
    }
  }

  // Now a plain conversion of the non faux edges into a polygonal mesh
  tri::UpdateTopology<MeshType>::FillUniqueEdgeVector(outMesh,EdgeVec,false);
  tri::UpdateTopology<MeshType>::AllocateEdge(outMesh);
  for(size_t i=0;i<outMesh.vert.size();++i)
    tri::Allocator<MeshType>::AddVertex(outPoly,outMesh.vert[i].P());
  for(size_t i=0;i<EdgeVec.size();++i)
  {
    size_t e0 = tri::Index(outMesh,EdgeVec[i].v[0]);
    size_t e1 = tri::Index(outMesh,EdgeVec[i].v[1]);
    assert(e0<outPoly.vert.size());
    tri::Allocator<MeshType>::AddEdge(outPoly,&(outPoly.vert[e0]),&(outPoly.vert[e1]));
  }

}

/// \brief Build a mesh of voronoi diagram from the given seeds
///
/// This function assumes that you have just run a geodesic like algorithm over your mesh using
/// a seed set as starting points and that there is an PerVertex Attribute called 'sources'
/// with pointers to the seed source. Usually you can initialize it with something like
///
///   DistanceFunctor &df,
///   tri::Geodesic<MeshType>::Compute(m, seedVec, df, std::numeric_limits<ScalarType>::max(),0,&sources);
///

static void ConvertVoronoiDiagramToMeshOld(MeshType &m,
                                        MeshType &outMesh, MeshType &outPoly,
                                        std::vector<VertexType *> &seedVec,
                                        VoronoiProcessingParameter &vpp )
{
  tri::RequirePerVertexAttribute(m,"sources");
  PerVertexPointerHandle sources = tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");

  outMesh.Clear();
  outPoly.Clear();
  tri::UpdateTopology<MeshType>::FaceFace(m);
  tri::UpdateFlags<MeshType>::FaceBorderFromFF(m);

  std::map<VertexPointer, int> seedMap;  // It says if a given vertex of m is a seed (and what position it has in the seed vector)
  for(size_t i=0;i<m.vert.size();++i)
    seedMap[&(m.vert[i])]=-1;
  for(size_t i=0;i<seedVec.size();++i)
    seedMap[seedVec[i]]=i;

  // Consistency Checks
  for(VertexIterator vi=m.vert.begin();vi!=m.vert.end();++vi)
  {
    assert(sources[vi] != 0);  // all vertices mush have a source must be seeds.
    int ind=tri::Index(m,sources[vi]);
    assert((ind>=0) && (ind<m.vn)); // the source must be a vertex of the mesh
    assert(seedMap[sources[vi]]!=-1); // the source must be one of the seedVec
  }

  std::vector<FacePointer> innerCornerVec,   // Faces adjacent to three different regions
                           borderCornerVec;  // Faces that are on the border and adjacent to at least two regions.
  GetFaceCornerVec(m, sources, innerCornerVec, borderCornerVec);

  std::map<FacePointer,int> vertexIndCornerMap; // Given a cornerFace (border or inner) what is the corresponding vertex?
  for(size_t i=0;i<m.face.size();++i)
    vertexIndCornerMap[&(m.face[i])]=-1;

  // First add all the needed vertices: seeds and corners
  for(size_t i=0;i<seedVec.size();++i)
    tri::Allocator<MeshType>::AddVertex(outMesh, seedVec[i]->P(),Color4b::White);

  for(size_t i=0;i<innerCornerVec.size();++i){
    tri::Allocator<MeshType>::AddVertex(outMesh, vcg::Barycenter(*(innerCornerVec[i])),Color4b::Gray);
    vertexIndCornerMap[innerCornerVec[i]] = outMesh.vn-1;
  }
  for(size_t i=0;i<borderCornerVec.size();++i){
    Point3f edgeCenter;
    for(int j=0;j<3;++j) if(face::IsBorder(*(borderCornerVec[i]),j))
      edgeCenter=(borderCornerVec[i]->P0(j)+borderCornerVec[i]->P1(j))/2.0f;
    tri::Allocator<MeshType>::AddVertex(outMesh, edgeCenter,Color4b::Gray);
    vertexIndCornerMap[borderCornerVec[i]] = outMesh.vn-1;
  }
  tri::Append<MeshType,MeshType>::MeshCopy(outPoly,outMesh);

  // There is a voronoi edge if there are two corner face that share two sources.
  // In such a case we add a pair of triangles with an edge connecting these two corner faces
  // and with the two involved sources
  // For each pair of adjacent seed we store the first of the two corner that we encounter.
  std::map<std::pair<VertexPointer,VertexPointer>, FacePointer > VoronoiEdge;

  // 1) Build internal triangles
  // Loop build all the triangles connecting seeds with internal corners
  // we loop over the all the voronoi corner (triangles with three different sources)
  // we build
  for(size_t i=0;i<innerCornerVec.size();++i)
  {
    for(int j=0;j<3;++j)
    {
      VertexPointer v0 = sources[innerCornerVec[i]->V0(j)];
      VertexPointer v1 = sources[innerCornerVec[i]->V1(j)];
      assert(seedMap[v0]>=0);assert(seedMap[v1]>=0);

      if(v1<v0) std::swap(v0,v1); assert(v1!=v0);

      if(VoronoiEdge[std::make_pair(v0,v1)] == 0)
        VoronoiEdge[std::make_pair(v0,v1)] = innerCornerVec[i];
      else
      {
        FacePointer otherCorner = VoronoiEdge[std::make_pair(v0,v1)];
        VertexPointer corner0 = &(outMesh.vert[vertexIndCornerMap[innerCornerVec[i]]]);
        VertexPointer corner1 = &(outMesh.vert[vertexIndCornerMap[otherCorner]]);
        tri::Allocator<MeshType>::AddFace(outMesh,&(outMesh.vert[seedMap[v0]]), corner0, corner1);
        tri::Allocator<MeshType>::AddFace(outMesh,&(outMesh.vert[seedMap[v1]]), corner1, corner0);
      }
    }
  }

  // 2) build the boundary facets:
  // We loop over border corners and build triangles with seed vertex
  // we do **only** triangles with a  bordercorner and a internal 'corner'
  for(size_t i=0;i<borderCornerVec.size();++i)
  {
    VertexPointer s0 = sources[borderCornerVec[i]->V(0)]; // All bordercorner faces have only two different regions
    VertexPointer s1 = sources[borderCornerVec[i]->V(1)];
    if(s1==s0)    s1 = sources[borderCornerVec[i]->V(2)];
    if(s1<s0) std::swap(s0,s1); assert(s1!=s0);

    FacePointer innerCorner = VoronoiEdge[std::make_pair(s0,s1)] ;
    if(innerCorner)
    {
      VertexPointer corner0 = &(outMesh.vert[vertexIndCornerMap[innerCorner]]);
      VertexPointer corner1 = &(outMesh.vert[vertexIndCornerMap[borderCornerVec[i]]]);
      tri::Allocator<MeshType>::AddFace(outMesh,&(outMesh.vert[seedMap[s0]]), corner0, corner1);
      tri::Allocator<MeshType>::AddFace(outMesh,&(outMesh.vert[seedMap[s1]]), corner0, corner1);
    }
  }

  // Final pass
  tri::UpdateFlags<MeshType>::FaceClearV(m);
  bool AllFaceVisited = false;
  while(!AllFaceVisited)
  {
    // search for a unvisited boundary face
    face::Pos<FaceType> pos,startPos;
    AllFaceVisited=true;
    for(size_t i=0; (AllFaceVisited) && (i<borderCornerVec.size()); ++i)
      if(!borderCornerVec[i]->IsV())
      {
        for(int j=0;j<3;++j)
          if(face::IsBorder(*(borderCornerVec[i]),j))
          {
            pos.Set(borderCornerVec[i],j,borderCornerVec[i]->V(j));
            AllFaceVisited =false;
          }
      }
    if(AllFaceVisited) break;
    assert(pos.IsBorder());
    startPos=pos;
    bool foundBorderSeed=false;
    FacePointer curBorderCorner = pos.F();
    do
    {
      pos.F()->SetV();
      pos.NextB();
      if(sources[pos.V()]==pos.V())
        foundBorderSeed=true;
      assert(isBorderCorner(curBorderCorner,sources));
      if(isBorderCorner(pos.F(),sources))
        if(pos.F() != curBorderCorner)
        {
          VertexPointer curReg = CommonSourceBetweenBorderCorner(curBorderCorner, pos.F(),sources);
          VertexPointer curSeed = &(outMesh.vert[seedMap[curReg]]);
          int otherCorner0 = vertexIndCornerMap[pos.F() ];
          int otherCorner1 = vertexIndCornerMap[curBorderCorner];
          VertexPointer corner0 = &(outMesh.vert[otherCorner0]);
          VertexPointer corner1 = &(outMesh.vert[otherCorner1]);
          if(!foundBorderSeed)
            tri::Allocator<MeshType>::AddFace(outMesh,curSeed,corner0,corner1);
          foundBorderSeed=false;
          curBorderCorner=pos.F();
        }
    }
    while(pos!=startPos);
  }

  //**************** CLEANING ***************
  // 1) reorient
  bool oriented,orientable;
  tri::UpdateTopology<MeshType>::FaceFace(outMesh);
  tri::Clean<MeshType>::OrientCoherentlyMesh(outMesh,oriented,orientable);
//  assert(orientable);
  // check that the normal of the input mesh are consistent with the result
  tri::UpdateNormal<MeshType>::PerVertexNormalizedPerFaceNormalized(outMesh);
  tri::UpdateNormal<MeshType>::PerVertexNormalizedPerFaceNormalized(m);
  if(seedVec[0]->N() * outMesh.vert[0].N() < 0 )
    tri::Clean<MeshType>::FlipMesh(outMesh);

  tri::UpdateTopology<MeshType>::FaceFace(outMesh);
  tri::UpdateFlags<MeshType>::FaceBorderFromFF(outMesh);

  // 2) Remove Flips
  tri::UpdateNormal<MeshType>::PerFaceNormalized(outMesh);
  tri::UpdateFlags<MeshType>::FaceClearV(outMesh);
  for(FaceIterator fi=outMesh.face.begin();fi!=outMesh.face.end();++fi)
  {
    int badDiedralCnt=0;
    for(int i=0;i<3;++i)
      if(fi->N() * fi->FFp(i)->N() <0 ) badDiedralCnt++;

    if(badDiedralCnt == 2) fi->SetV();
  }
  for(FaceIterator fi=outMesh.face.begin();fi!=outMesh.face.end();++fi)
    if(fi->IsV())  Allocator<MeshType>::DeleteFace(outMesh,*fi);
  tri::Allocator<MeshType>::CompactEveryVector(outMesh);
  tri::UpdateTopology<MeshType>::FaceFace(outMesh);
  tri::UpdateFlags<MeshType>::FaceBorderFromFF(outMesh);
  tri::UpdateFlags<MeshType>::VertexBorderFromFaceBorder(outMesh);

  // 3) set up faux bits
  for(FaceIterator fi=outMesh.face.begin();fi!=outMesh.face.end();++fi)
    for(int i=0;i<3;++i)
    {
      size_t v0 = tri::Index(outMesh,fi->V0(i) );
      size_t v1 = tri::Index(outMesh,fi->V1(i) );
      if (v0 < seedVec.size() && !(seedVec[v0]->IsB() && fi->IsB(i))) fi->SetF(i);
      if (v1 < seedVec.size() && !(seedVec[v1]->IsB() && fi->IsB(i))) fi->SetF(i);
    }

  if(vpp.collapseShortEdge)
  {
    float distThr = m.bbox.Diag() * vpp.collapseShortEdgePerc;
    for(FaceIterator fi=outMesh.face.begin();fi!=outMesh.face.end();++fi) if(!fi->IsD())
    {
      for(int i=0;i<3;++i)
        if((Distance(fi->P0(i),fi->P1(i))<distThr) && !fi->IsF(i))
        {
//          printf("Collapsing face %i:%i e%i \n",tri::Index(outMesh,*fi),tri::Index(outMesh,fi->FFp(i)),i);
          if ((!fi->V(i)->IsB())&&(face::FFLinkCondition(*fi, i)))
            face::FFEdgeCollapse(outMesh, *fi,i);
          break;
        }
    }
  }

  //******************** END OF CLEANING ****************


  // ******************* star to tri conversion *********
  // If requested the voronoi regions are converted from a star arragned polygon
  // with vertex on the seed to a simple triangulated polygon by mean of a simple edge collapse
  if(vpp.triangulateRegion)
  {
    for(FaceIterator fi=outMesh.face.begin();fi!=outMesh.face.end();++fi) if(!fi->IsD())
    {
      for(int i=0;i<3;++i)
      {
        bool b0 = fi->V0(i)->IsB();
        bool b1 = fi->V1(i)->IsB();
        if( ((b0  && b1) || (fi->IsF(i) && !b0 && !b1) ) &&
            tri::Index(outMesh,fi->V(i))<seedVec.size())
        {
          if(!seedVec[tri::Index(outMesh,fi->V(i))]->IsS())
            if(face::FFLinkCondition(*fi, i))
            {
              face::FFEdgeCollapse(outMesh, *fi,i);
              break;
            }
        }
      }
    }
  }

  // Now a plain conversion of the non faux edges into a polygonal mesh
  std::vector< typename tri::UpdateTopology<MeshType>::PEdge> EdgeVec;
  tri::UpdateTopology<MeshType>::FillUniqueEdgeVector(outMesh,EdgeVec,false);
  tri::UpdateTopology<MeshType>::AllocateEdge(outMesh);

  for(size_t i=0;i<EdgeVec.size();++i)
  {
    size_t e0 = tri::Index(outMesh,EdgeVec[i].v[0]);
    size_t e1 = tri::Index(outMesh,EdgeVec[i].v[1]);
    assert(e0<outPoly.vert.size());
    tri::Allocator<MeshType>::AddEdge(outPoly,&(outPoly.vert[e0]),&(outPoly.vert[e1]));
  }
}

class VoronoiEdge
{
public:
  VertexPointer r0,r1;
  FacePointer f0,f1;
  bool operator == (const VoronoiEdge &ve) const {return ve.r0==r0 && ve.r1==r1; }
  bool operator < (const VoronoiEdge &ve) const { return (ve.r0==r0)?ve.r1<r1:ve.r0<r0; }
  float Len() const { return Distance(vcg::Barycenter(*f0), vcg::Barycenter(*f1)); }
};

static void BuildVoronoiEdgeVec(MeshType &m, std::vector<VoronoiEdge> &edgeVec)
{
  PerVertexPointerHandle sources =  tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");

  edgeVec.clear();
  std::vector<FacePointer> cornerVec;
  std::vector<FacePointer> borderCornerVec;
  GetFaceCornerVec(m,sources,cornerVec,borderCornerVec);
  // Now find all the voronoi edges: each edge (a *face pair) is identified by two voronoi regions
  typedef std::map< std::pair<VertexPointer,VertexPointer>, std::pair<FacePointer,FacePointer> > EdgeMapType;
  EdgeMapType EdgeMap;
  printf("cornerVec.size() %i\n",(int)cornerVec.size());

  for(size_t i=0;i<cornerVec.size();++i)
  {
    for(int j=0;j<3;++j)
    {
      VertexPointer v0 = sources[cornerVec[i]->V0(j)];
      VertexPointer v1 = sources[cornerVec[i]->V1(j)];
      assert(v0!=v1);
      if(v0>v1) std::swap(v1,v0);
      std::pair<VertexPointer,VertexPointer> adjRegion = std::make_pair(v0,v1);
      if(EdgeMap[adjRegion].first==0)
        EdgeMap[adjRegion].first = cornerVec[i];
      else
        EdgeMap[adjRegion].second = cornerVec[i];
    }
  }
  for(size_t i=0;i<borderCornerVec.size();++i)
  {
    VertexPointer v0 = sources[borderCornerVec[i]->V(0)];
    VertexPointer v1 = sources[borderCornerVec[i]->V(1)];
    if(v0==v1) v1 = sources[borderCornerVec[i]->V(2)];
    assert(v0!=v1);
    if(v0>v1) std::swap(v1,v0);
    std::pair<VertexPointer,VertexPointer> adjRegion = std::make_pair(v0,v1);
    if(EdgeMap[adjRegion].first==0)
      EdgeMap[adjRegion].first = borderCornerVec[i];
    else
      EdgeMap[adjRegion].second = borderCornerVec[i];

  }
  typename EdgeMapType::iterator mi;
  for(mi=EdgeMap.begin();mi!=EdgeMap.end();++mi)
  {
    if((*mi).second.first && (*mi).second.second)
    {
      assert((*mi).first.first && (*mi).first.second);
    edgeVec.push_back(VoronoiEdge());
    edgeVec.back().r0 = (*mi).first.first;
    edgeVec.back().r1 = (*mi).first.second;
    edgeVec.back().f0 = (*mi).second.first;
    edgeVec.back().f1 = (*mi).second.second;
    }
  }
}

static void BuildBiasedSeedVec(MeshType &m,
                               DistanceFunctor &df,
                               std::vector<VertexPointer> &seedVec,
                               std::vector<VertexPointer> &frontierVec,
                               std::vector<VertDist> &biasedFrontierVec,
                               VoronoiProcessingParameter &vpp)
{
    (void)df;
  biasedFrontierVec.clear();
  if(vpp.unbiasedSeedFlag)
  {
    for(size_t i=0;i<frontierVec.size();++i)
      biasedFrontierVec.push_back(VertDist(frontierVec[i],0));
    assert(biasedFrontierVec.size() == frontierVec.size());
    return;
  }

  std::vector<VoronoiEdge> edgeVec;
  BuildVoronoiEdgeVec(m,edgeVec);
  printf("Found %i edges on a diagram of %i seeds\n",int(edgeVec.size()),int(seedVec.size()));

  std::map<VertexPointer,std::vector<VoronoiEdge *> > SeedToEdgeVecMap;
  std::map< std::pair<VertexPointer,VertexPointer>, VoronoiEdge *> SeedPairToEdgeMap;
  float totalLen=0;
  for(size_t i=0;i<edgeVec.size();++i)
  {
    SeedToEdgeVecMap[edgeVec[i].r0].push_back(&(edgeVec[i]));
    SeedToEdgeVecMap[edgeVec[i].r1].push_back(&(edgeVec[i]));
    SeedPairToEdgeMap[std::make_pair(edgeVec[i].r0, edgeVec[i].r1)]=&(edgeVec[i]);
    assert (edgeVec[i].r0 < edgeVec[i].r1);
    totalLen +=edgeVec[i].Len();
  }

  // compute the perimeter of each region
  std::map <VertexPointer, float> regionPerymeter;
  for(size_t i=0;i<seedVec.size();++i)
  {
    for(size_t j=0;j<SeedToEdgeVecMap[seedVec[i]].size();++j)
    {
      VoronoiEdge *vep = SeedToEdgeVecMap[seedVec[i]][j];
      regionPerymeter[seedVec[i]]+=vep->Len();
    }
    printf("perimeter of region %i is %f\n",(int)i,regionPerymeter[seedVec[i]]);
  }


  PerVertexPointerHandle sources =  tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");
  // The real bias for each edge is (perim)/(edge)
  // each source can belong to two edges max. so the weight is
  std::map<VertexPointer,float> weight;
  std::map<VertexPointer,int> cnt;
  float biasSum = totalLen/5.0f;
  for(FaceIterator fi=m.face.begin();fi!=m.face.end();++fi)
  {
    for(int i=0;i<3;++i)
    {
      VertexPointer s0 = sources[(*fi).V0(i)];
      VertexPointer s1 = sources[(*fi).V1(i)];
      if(s0!=s1)
      {
        if(s0>s1) std::swap(s0,s1);
        VoronoiEdge *ve = SeedPairToEdgeMap[std::make_pair(s0,s1)];
        if(!ve) printf("v %i %i \n",(int)tri::Index(m,s0),(int)tri::Index(m,s1));
        assert(ve);
        float el = ve->Len();
        weight[(*fi).V0(i)] += (regionPerymeter[s0]+biasSum)/(el+biasSum) ;
        weight[(*fi).V1(i)] += (regionPerymeter[s1]+biasSum)/(el+biasSum) ;
        cnt[(*fi).V0(i)]++;
        cnt[(*fi).V1(i)]++;
      }
    }
  }
  for(VertexIterator vi=m.vert.begin();vi!=m.vert.end();++vi)
  {
    if(cnt[&*vi]>0)
    {
//      float bias = weight[&*vi]/float(cnt[&*vi]);
      float bias = weight[&*vi]/float(cnt[&*vi]) + totalLen;
      biasedFrontierVec.push_back(VertDist(&*vi, bias));
    }
  }
  printf("Collected %i frontier vertexes\n",(int)biasedFrontierVec.size());
}


static void DeleteUnreachedRegions(MeshType &m, PerVertexPointerHandle &sources)
{
  tri::UpdateFlags<MeshType>::VertexClearV(m);
  for(size_t i=0;i<m.vert.size();++i)
    if(sources[i]==0) m.vert[i].SetV();

  for(FaceIterator fi=m.face.begin(); fi!=m.face.end();++fi)
    if(fi->V(0)->IsV() || fi->V(1)->IsV() || fi->V(2)->IsV() )
    {
      face::VFDetach(*fi);
      tri::Allocator<MeshType>::DeleteFace(m,*fi);
    }
  //		qDebug("Deleted faces not reached: %i -> %i",int(m.face.size()),m.fn);
  tri::Clean<MeshType>::RemoveUnreferencedVertex(m);
  tri::Allocator<MeshType>::CompactEveryVector(m);
}

/// Let f_p(q) be the squared distance of q from p
/// f_p(q) = (p_x-q_x)^2 + (p_y-q_y)^2 + (p_z-q_z)^2
/// f_p(q) = p_x^2 -2p_xq_x +q_x^2 + ... + p_z^2 -2p_zq_z +q_z^2
///

struct QuadricSumDistance
{
  ScalarType a;
  ScalarType c;
  CoordType b;
  QuadricSumDistance() {a=0; c=0; b[0]=0; b[1]=0; b[2]=0;}
  void AddPoint(CoordType p)
  {
    a+=1;
    assert(c>=0);
    c+=p*p;
    b[0]+= -2.0f*p[0];
    b[1]+= -2.0f*p[1];
    b[2]+= -2.0f*p[2];
  }

  ScalarType Eval(CoordType p) const
  {
    ScalarType d = a*(p*p) + b*p + c;
    assert(d>=0);
    return d;
  }

  CoordType Min() const
  {
    return b * -0.5f;
  }
};

/// \brief Relax the seeds of a Voronoi diagram according to the quadric distance rule.
///
/// For each region it search the vertex that minimize the sum of the squared distance
/// from all the points of the region.
///
/// It uses a vector of QuadricSumDistances;
/// for simplicity it is sized as the vertex vector even if only the ones of the quadric
/// corresponding to seeds are actually used.
///
/// It return true if at least one seed changed position.
///
static bool QuadricRelax(MeshType &m, std::vector<VertexType *> &seedVec,
                         std::vector<VertexPointer> &frontierVec,
                         std::vector<VertexType *> &newSeeds,
                         DistanceFunctor &df,
                         VoronoiProcessingParameter &vpp)
{
    (void)seedVec;
    (void)frontierVec;
    (void)df;
  newSeeds.clear();
  PerVertexPointerHandle sources = tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");
  PerVertexBoolHandle fixed = tri::Allocator<MeshType>:: template GetPerVertexAttribute<bool> (m,"fixed");

  QuadricSumDistance dz;
  std::vector<QuadricSumDistance> dVec(m.vert.size(),dz);
  for(VertexIterator vi=m.vert.begin();vi!=m.vert.end();++vi)
  {
    assert(sources[vi]!=0);
    int seedIndex = tri::Index(m,sources[vi]);
    // When constraining seeds movement we move selected seeds only onto other selected vertices
    if(vpp.constrainSelectedSeed)
    { // So we sum only the contribs of the selected vertices
      if( (sources[vi]->IsS() && vi->IsS()) || (!sources[vi]->IsS()))
        dVec[seedIndex].AddPoint(vi->P());
    }
    else
      dVec[seedIndex].AddPoint(vi->P());
  }

  // Search the local maxima for each region and use them as new seeds
  std::pair<float,VertexPointer> zz(std::numeric_limits<ScalarType>::max(), static_cast<VertexPointer>(0));
  std::vector< std::pair<float,VertexPointer> > seedMaximaVec(m.vert.size(),zz);
  for(VertexIterator vi=m.vert.begin();vi!=m.vert.end();++vi)
  {
    assert(sources[vi]!=0);
    int seedIndex = tri::Index(m,sources[vi]);
    ScalarType val = dVec[seedIndex].Eval(vi->P());
    vi->Q()=val;
    // if constrainSelectedSeed we search only among selected vertices
    if(!vpp.constrainSelectedSeed || !sources[vi]->IsS() || vi->IsS())
    {
      if(seedMaximaVec[seedIndex].first > val)
      {
        seedMaximaVec[seedIndex].first = val;
        seedMaximaVec[seedIndex].second = &*vi;
      }
    }
  }

  if(vpp.colorStrategy==VoronoiProcessingParameter::DistanceFromBorder)
    tri::UpdateColor<MeshType>::PerVertexQualityRamp(m);

//  tri::io::ExporterPLY<MeshType>::Save(m,"last.ply",tri::io::Mask::IOM_VERTCOLOR + tri::io::Mask::IOM_VERTQUALITY );
  bool seedChanged=false;
  // update the seedvector with the new maxima (For the vertex not fixed)
  for(size_t i=0;i<m.vert.size();++i)
    if(seedMaximaVec[i].second) // Most of the seedMaximaVec is unused: only the updated entries have a non zero pointer
    {
      VertexPointer curSrc = sources[seedMaximaVec[i].second];
      if(vpp.preserveFixedSeed && fixed[curSrc])
        newSeeds.push_back(curSrc);
      else
      {
        newSeeds.push_back(seedMaximaVec[i].second);
        if(curSrc != seedMaximaVec[i].second)
          seedChanged=true;
      }
    }

  return seedChanged;
}

/// \brief Relax the Seeds of a Voronoi diagram according to the geodesic rule.
///
/// For each region, given the frontiers, it chooses the point with the highest distance from the frontier
/// This strategy automatically moves the vertices onto the boundary (if any).
///
/// It return true if at least one seed changed position.
///

static bool GeodesicRelax(MeshType &m, std::vector<VertexType *> &seedVec, std::vector<VertexPointer> &frontierVec,
                          std::vector<VertexType *> &newSeeds,
                          DistanceFunctor &df, VoronoiProcessingParameter &vpp)
{
  newSeeds.clear();
  typename MeshType::template PerVertexAttributeHandle<VertexPointer> sources;
  sources = tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");
  typename MeshType::template PerVertexAttributeHandle<bool> fixed;
  fixed = tri::Allocator<MeshType>:: template GetPerVertexAttribute<bool> (m,"fixed");

  std::vector<typename tri::Geodesic<MeshType>::VertDist> biasedFrontierVec;
  BuildBiasedSeedVec(m,df,seedVec,frontierVec,biasedFrontierVec,vpp);
  tri::Geodesic<MeshType>::Visit(m,biasedFrontierVec,df);
  if(vpp.colorStrategy == VoronoiProcessingParameter::DistanceFromSeed)
    tri::UpdateColor<MeshType>::PerVertexQualityRamp(m);
  //    tri::io::ExporterPLY<MeshType>::Save(m,"last.ply",tri::io::Mask::IOM_VERTCOLOR + tri::io::Mask::IOM_VERTQUALITY );

  if(vpp.colorStrategy == VoronoiProcessingParameter::DistanceFromBorder)
    tri::UpdateColor<MeshType>::PerVertexQualityRamp(m);

  // Search the local maxima for each region and use them as new seeds
  std::pair<float,VertexPointer> zz(0.0f,nullptr);
  std::vector< std::pair<float,VertexPointer> > seedMaximaVec(m.vert.size(),zz);
  for(VertexIterator vi=m.vert.begin();vi!=m.vert.end();++vi)
  {
    assert(sources[vi]!=0);
    int seedIndex = tri::Index(m,sources[vi]);

    if(!vpp.constrainSelectedSeed || !sources[vi]->IsS() || vi->IsS())
    {
      if(seedMaximaVec[seedIndex].first < (*vi).Q())
      {
        seedMaximaVec[seedIndex].first=(*vi).Q();
        seedMaximaVec[seedIndex].second=&*vi;
      }
    }
  }

  bool seedChanged=false;

  // update the seedvector with the new maxima (For the vertex not selected)
  for(size_t i=0;i<seedMaximaVec.size();++i)
    if(seedMaximaVec[i].second)// only updated entries have a non zero pointer
    {
      VertexPointer curSrc = sources[seedMaximaVec[i].second];
      if(vpp.preserveFixedSeed && fixed[curSrc])
        newSeeds.push_back(curSrc);
      else
      {
        newSeeds.push_back(seedMaximaVec[i].second);
        if(curSrc != seedMaximaVec[i].second) seedChanged=true;
      }
    }
  return seedChanged;
}

static void PruneSeedByRegionArea(std::vector<VertexType *> &seedVec,
                                  std::vector< std::pair<float,VertexPointer> > &regionArea,
                                  VoronoiProcessingParameter &vpp)
{
  // Smaller area region are discarded
  Distribution<float> H;
  for(size_t i=0;i<regionArea.size();++i)
    if(regionArea[i].second) H.Add(regionArea[i].first);
  float areaThreshold=0;
  if(vpp.areaThresholdPerc != 0) areaThreshold = H.Percentile(vpp.areaThresholdPerc);
  std::vector<VertexType *> newSeedVec;

  // update the seedvector with the new maxima (For the vertex not selected)
  for(size_t i=0;i<seedVec.size();++i)
  {
    if(regionArea[i].first >= areaThreshold)
      newSeedVec.push_back(seedVec[i]);
  }
  swap(seedVec,newSeedVec);
}

/// \brief Mark a vector of seeds to be fixed.
///
/// Vertex pointers must belong to the mesh.
/// The framework use a boolean attribute called "fixed" to store this info.
///
static void MarkVertexVectorAsFixed(MeshType &m, std::vector<VertexType *> &vertToFixVec)
{
  typename MeshType::template PerVertexAttributeHandle<bool> fixed;
  fixed = tri::Allocator<MeshType>:: template GetPerVertexAttribute<bool> (m,"fixed");
  for(VertexIterator vi=m.vert.begin();vi!=m.vert.end();++vi)
    fixed[vi]=false;
  for(size_t i=0;i<vertToFixVec.size();++i)
    fixed[vertToFixVec[i]]=true;
}


static int RestrictedVoronoiRelaxing(MeshType &m, std::vector<CoordType> &seedPosVec,
                                     std::vector<bool> &fixedVec,
                                     int relaxStep,
                                     VoronoiProcessingParameter &vpp)
{
  PerVertexFloatHandle area = tri::Allocator<MeshType>:: template GetPerVertexAttribute<float> (m,"area");

  for(VertexIterator vi=m.vert.begin();vi!=m.vert.end();++vi)
    area[vi]=0;

  for(FaceIterator fi=m.face.begin();fi!=m.face.end();++fi)
  {
    ScalarType a3 = DoubleArea(*fi)/6.0;
    for(int i=0;i<3;++i)
      area[fi->V(i)]+=a3;
  }

//  assert(m.vn > (int)seedPosVec.size()*20);
  int i;
  ScalarType perturb = m.bbox.Diag()*vpp.seedPerturbationAmount;
  for(i=0;i<relaxStep;++i)
  {
    vpp.lcb(i*100/relaxStep,StrFormat("RestrictedVoronoiRelaxing %i on %i",i,relaxStep));    
    // Kdtree for the seeds must be rebuilt at each step;
    VectorConstDataWrapper<std::vector<CoordType> > vdw(seedPosVec);
    KdTree<ScalarType> seedTree(vdw);

    std::vector<std::pair<ScalarType,CoordType> > sumVec(seedPosVec.size(),std::make_pair(0,CoordType(0,0,0)));
    for(VertexIterator vi=m.vert.begin();vi!=m.vert.end();++vi)
    {
      unsigned int seedInd;
      ScalarType sqdist;
      seedTree.doQueryClosest(vi->P(),seedInd,sqdist);
      vi->Q()=sqrt(sqdist);
      sumVec[seedInd].first+=area[vi];
      sumVec[seedInd].second+=vi->cP()*area[vi];
    }

    vector<CoordType> newseedVec;
    vector<bool> newfixedVec;

    for(size_t i=0;i<seedPosVec.size();++i)
    {
      if(fixedVec[i])
      {
        newseedVec.push_back(seedPosVec[i]);
        newfixedVec.push_back(true);
      }
      else
      {
        if(sumVec[i].first != 0)
        {
          newseedVec.push_back(sumVec[i].second /ScalarType(sumVec[i].first));
          if(vpp.seedPerturbationProbability > 0  && (vpp.seedPerturbationProbability > RandomGenerator().generate01()))
            newseedVec.back()+=math::GeneratePointInUnitBallUniform<ScalarType,math::MarsenneTwisterRNG>( RandomGenerator())*perturb;
          newfixedVec.push_back(false);
        }
      }
    }
    std::swap(seedPosVec,newseedVec);
    std::swap(fixedVec,newfixedVec);
    tri::UpdateColor<MeshType>::PerVertexQualityRamp(m);
  }
  return relaxStep;
}

/// \brief Perform a Lloyd relaxation cycle over a mesh
///  It uses two conventions:
///  1) a few vertexes can remain fixed, you have to set a per vertex bool attribute named 'fixed'
///  2)
///

static int VoronoiRelaxing(MeshType &m, std::vector<VertexType *> &seedVec,
                            int relaxIter, DistanceFunctor &df,
                            VoronoiProcessingParameter &vpp,
                            vcg::CallBackPos *cb=0)
{
  tri::RequireVFAdjacency(m);
  tri::RequireCompactness(m);
  for(VertexIterator vi=m.vert.begin();vi!=m.vert.end();++vi)
    assert(vi->VFp() && "Require mesh without unreferenced vertexes\n");
  std::vector<VertexType *> selectedVec;
  if(vpp.relaxOnlyConstrainedFlag)
  {
    for(size_t i=0;i<seedVec.size();++i)
      if(seedVec[i]->IsS())
        selectedVec.push_back(seedVec[i]);
    std::swap(seedVec,selectedVec);
  }

  tri::UpdateFlags<MeshType>::FaceBorderFromVF(m);
  tri::UpdateFlags<MeshType>::VertexBorderFromFaceBorder(m);
  PerVertexPointerHandle sources = tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");
  PerVertexBoolHandle fixed = tri::Allocator<MeshType>:: template GetPerVertexAttribute<bool> (m,"fixed");
  int iter;
  for(iter=0;iter<relaxIter;++iter)
  {
    if(cb) cb(iter*100/relaxIter,"Voronoi Lloyd Relaxation: First Partitioning");

    // first run: find for each point what is the closest to one of the seeds.
    tri::Geodesic<MeshType>::Compute(m, seedVec, df,std::numeric_limits<ScalarType>::max(),0,&sources);

    if(vpp.colorStrategy == VoronoiProcessingParameter::DistanceFromSeed)
      tri::UpdateColor<MeshType>::PerVertexQualityRamp(m);
    // Delete all the (hopefully) small regions that have not been reached by the seeds;

    if(vpp.deleteUnreachedRegionFlag)  DeleteUnreachedRegions(m,sources);
    std::pair<float,VertexPointer> zz(0.0f,static_cast<VertexPointer>(NULL));
    std::vector< std::pair<float,VertexPointer> > regionArea(m.vert.size(),zz);
    std::vector<VertexPointer> frontierVec;

    GetAreaAndFrontier(m, sources,  regionArea, frontierVec);
    assert(frontierVec.size()>0);

    if(vpp.colorStrategy == VoronoiProcessingParameter::RegionArea) VoronoiAreaColoring(m, seedVec, regionArea);

    //    qDebug("We have found %i regions range (%f %f), avg area is %f, Variance is %f 10perc is %f",(int)seedVec.size(),H.Min(),H.Max(),H.Avg(),H.StandardDeviation(),areaThreshold);

    if(cb) cb(iter*100/relaxIter,"Voronoi Lloyd Relaxation: Searching New Seeds");
    std::vector<VertexPointer> newSeedVec;

    bool changed;
    if(vpp.geodesicRelaxFlag)
      changed = GeodesicRelax(m,seedVec, frontierVec, newSeedVec, df,vpp);
    else
      changed = QuadricRelax(m,seedVec,frontierVec, newSeedVec, df,vpp);

    //assert(newSeedVec.size() == seedVec.size());
    PruneSeedByRegionArea(newSeedVec,regionArea,vpp);

    for(size_t i=0;i<frontierVec.size();++i)
      frontierVec[i]->C() = Color4b::Gray;
    for(size_t i=0;i<seedVec.size();++i)
      seedVec[i]->C() = Color4b::Black;
    for(size_t i=0;i<newSeedVec.size();++i)
      newSeedVec[i]->C() = Color4b::White;

    swap(newSeedVec,seedVec);
    if(!changed) break;
  }

  // Last run: Needed if we have changed the seed set to leave the sources handle correct.
  if(iter==relaxIter)
    tri::Geodesic<MeshType>::Compute(m, seedVec, df,std::numeric_limits<ScalarType>::max(),0,&sources);

  if(vpp.relaxOnlyConstrainedFlag)
  {
    std::swap(seedVec,selectedVec);
    size_t i,j;
    for(i=0,j=0;i<seedVec.size();++i){
      if(seedVec[i]->IsS())
      {
        seedVec[i]=selectedVec[j];
        fixed[seedVec[i]]=true;
        ++j;
      }
    }
  }
  return iter;
}


// Base vertex voronoi coloring algorithm.
// It assumes VF adjacency. 
// No attempt of computing real geodesic distnace is done. Just a BFS visit starting from the seeds
// It leaves in each vertex quality the index of the seed.

static void TopologicalVertexColoring(MeshType &m, std::vector<VertexType *> &seedVec)
{
  std::queue<VertexPointer> VQ;

  tri::UpdateQuality<MeshType>::VertexConstant(m,0);

  for(size_t i=0;i<seedVec.size();++i)
  {
    VQ.push(seedVec[i]);
    seedVec[i]->Q()=i+1;
  }

  while(!VQ.empty())
  {
    VertexPointer vp = VQ.front();
    VQ.pop();

    std::vector<VertexPointer> vertStar;
    vcg::face::VVStarVF<FaceType>(vp,vertStar);
    for(typename std::vector<VertexPointer>::iterator vv = vertStar.begin();vv!=vertStar.end();++vv)
    {
      if((*vv)->Q()==0)
      {
        (*vv)->Q()=vp->Q();
        VQ.push(*vv);
      }
    }
  } // end while(!VQ.empty())

}


template <class genericType>
static std::pair<genericType, genericType> ordered_pair(const genericType &a, const genericType &b)
{
  if(a<b) return std::make_pair(a,b);
  return std::make_pair(b,a);
}

/// For each edge of the delaunay triangulation it search a 'good' middle point:
/// E.g the point that belongs on the corresponding edge of the voronoi diagram (e.g. on a frontier face)
/// and that has minimal distance from the two seeds.
///
///  Note: if the edge connects two "constrained" vertices (e.g. selected) we must search only among the constrained.
///
///
static void GenerateMidPointMap(MeshType &m,
                                map<std::pair<VertexPointer,VertexPointer>, VertexPointer > &midMap)
{
  PerVertexPointerHandle sources = tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");

  for(FaceIterator fi = m.face.begin(); fi!=m.face.end(); ++fi)
  {
    VertexPointer vp[3],sp[3];
    vp[0] =    (*fi).V(0);  vp[1] =    (*fi).V(1);  vp[2] =    (*fi).V(2);
    sp[0] = sources[vp[0]]; sp[1] = sources[vp[1]]; sp[2] = sources[vp[2]];
    if((sp[0] == sp[1]) && (sp[0] == sp[2])) continue; // skip internal faces
//    if((sp[0] != sp[1]) && (sp[0] != sp[2]) && (sp[1] != sp[2])) continue; // skip corner faces

    for(int i=0;i<3;++i) // for each edge of a frontier face
    {
      int i0 = i;
      int i1 = (i+1)%3;
//      if((sp[i0]->IsS() && sp[i1]->IsS()) && !( vp[i0]->IsS() || vp[i1]->IsS() ) ) continue;

      VertexPointer closestVert = vp[i0];
      if( vp[i1]->Q() <  closestVert->Q()) closestVert =  vp[i1];

      if(sp[i0]->IsS() && sp[i1]->IsS())
      {
         if ( (vp[i0]->IsS()) && !(vp[i1]->IsS()) ) closestVert =  vp[i0];
         if (!(vp[i0]->IsS()) &&  (vp[i1]->IsS()) ) closestVert =  vp[i1];
         if ( (vp[i0]->IsS()) &&  (vp[i1]->IsS()) ) closestVert =  (vp[i0]->Q() < vp[i1]->Q()) ? vp[i0]:vp[i1];
      }

      if(midMap[ordered_pair(sp[i0],sp[i1])] == 0 ) {
        midMap[ordered_pair(sp[i0],sp[i1])] = closestVert;
      }
      else {
        if(sp[i0]->IsS() && sp[i1]->IsS()) // constrained edge
        {
          if(!(midMap[ordered_pair(sp[i0],sp[i1])]->IsS()) && closestVert->IsS())
             midMap[ordered_pair(sp[i0],sp[i1])] = closestVert;
          if( midMap[ordered_pair(sp[i0],sp[i1])]->IsS() && closestVert->IsS() &&
            closestVert->Q() < midMap[ordered_pair(sp[i0],sp[i1])]->Q())
          {
            midMap[ordered_pair(sp[i0],sp[i1])] = closestVert;
          }
        }
        else // UNCOSTRAINED EDGE
        {
        if(closestVert->Q() < midMap[ordered_pair(sp[i0],sp[i1])]->Q())
          midMap[ordered_pair(sp[i0],sp[i1])] = closestVert;
        }
      }
    }
  }
}

/// \brief Check the topological correcteness of the induced Voronoi diagram
///
/// This function assumes that you have just run a geodesic like algorithm over your mesh using
/// a seed set as starting points and that there is an PerVertex Attribute called 'sources'
/// with pointers to the seed source. Usually you can initialize it with something like
///
///   DistanceFunctor &df,
///   tri::Geodesic<MeshType>::Compute(m, seedVec, df, std::numeric_limits<ScalarType>::max(),0,&sources);

static bool CheckVoronoiTopology(MeshType& m,std::vector<VertexType *> &seedVec)
{
  tri::RequirePerVertexAttribute(m,"sources");
  tri::RequireCompactness(m);

  typename MeshType::template PerVertexAttributeHandle<VertexPointer> sources;
  sources = tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");

  std::map<VertexPointer, int> seedMap;  // It says if a given vertex of m is a seed (and its index in seedVec)
  BuildSeedMap(m,seedVec,seedMap);

  // Very basic check: each vertex must have a source that is a seed.
  for(int i=0;i<m.vn;++i)
  {
    VertexPointer vp = sources[i];
    int seedInd = seedMap[vp];
    if(seedInd <0)
      return false;
  }

  std::vector<MeshType *> regionVec(seedVec.size(),0);
  for(size_t i=0; i< seedVec.size();i++) regionVec[i] = new MeshType;

  for(int i=0;i<m.fn;++i)
  {
    int vi0 = seedMap[sources[m.face[i].V(0)]];
    int vi1 = seedMap[sources[m.face[i].V(1)]];
    int vi2 = seedMap[sources[m.face[i].V(2)]];
    assert(vi0>=0 && vi1>=0 && vi2>=0);
    tri::Allocator<MeshType>::AddFace(*regionVec[vi0], m.face[i].cP(0),m.face[i].cP(1),m.face[i].cP(2));

    if(vi1 != vi0)
      tri::Allocator<MeshType>::AddFace(*regionVec[vi1], m.face[i].cP(0),m.face[i].cP(1),m.face[i].cP(2));

    if((vi2 != vi0) && (vi2 != vi1) )
      tri::Allocator<MeshType>::AddFace(*regionVec[vi2], m.face[i].cP(0),m.face[i].cP(1),m.face[i].cP(2));
  }

  bool AllDiskRegion=true;
  for(size_t i=0; i< seedVec.size();i++)
  {
    MeshType &rm = *(regionVec[i]);
    tri::Clean<MeshType>::RemoveDuplicateVertex(rm);
    tri::Allocator<MeshType>::CompactEveryVector(rm);
    tri::UpdateTopology<MeshType>::FaceFace(rm);
    //    char buf[100]; sprintf(buf,"disk%04i.ply",i); tri::io::ExporterPLY<MeshType>::Save(rm,buf,tri::io::Mask::IOM_VERTCOLOR + tri::io::Mask::IOM_VERTQUALITY );

    int NNmanifoldE=tri::Clean<MeshType>::CountNonManifoldEdgeFF(rm);
    if (NNmanifoldE!=0)
      AllDiskRegion= false;
    int G=tri::Clean<MeshType>::MeshGenus(rm);
    int numholes=tri::Clean<MeshType>::CountHoles(rm);
    if (numholes!=1)
      AllDiskRegion= false;
    if(G!=0) AllDiskRegion= false;
    delete regionVec[i];
  }

  if(!AllDiskRegion) return false;

  // **** Final step build a rough delaunay tri and check that it is manifold
  MeshType delaMesh;
  std::vector<FacePointer> innerCornerVec,   // Faces adjacent to three different regions
      borderCornerVec;  // Faces that are on the border and adjacent to at least two regions.
  GetFaceCornerVec(m, sources, innerCornerVec, borderCornerVec);

  // First add all the needed vertices: seeds and corners
  for(size_t i=0;i<seedVec.size();++i)
    tri::Allocator<MeshType>::AddVertex(delaMesh, seedVec[i]->P());

  // Now just add one face for each inner corner
  for(size_t i=0;i<innerCornerVec.size();++i)
  {
    VertexPointer v0 = & delaMesh.vert[seedMap[sources[innerCornerVec[i]->V(0)]]];
    VertexPointer v1 = & delaMesh.vert[seedMap[sources[innerCornerVec[i]->V(1)]]];
    VertexPointer v2 = & delaMesh.vert[seedMap[sources[innerCornerVec[i]->V(2)]]];
    tri::Allocator<MeshType>::AddFace(delaMesh,v0,v1,v2);
  }
  Clean<MeshType>::RemoveUnreferencedVertex(delaMesh);
  tri::Allocator<MeshType>::CompactVertexVector(delaMesh);
  tri::UpdateTopology<MeshType>::FaceFace(delaMesh);

  int nonManif = tri::Clean<MeshType>::CountNonManifoldEdgeFF(delaMesh);
  if(nonManif>0) return false;

  return true;
}

static void BuildSeedMap(MeshType &m, std::vector<VertexType *> &seedVec,  std::map<VertexPointer, int> &seedMap)
{
  seedMap.clear();
  for(size_t i=0;i<m.vert.size();++i)
    seedMap[&(m.vert[i])]=-1;
  for(size_t i=0;i<seedVec.size();++i)
    seedMap[seedVec[i]]=i;
  for(size_t i=0;i<seedVec.size();++i)
    assert(tri::Index(m,seedVec[i])>=0 && tri::Index(m,seedVec[i])<size_t(m.vn));
}

/// \brief Build a mesh of the Delaunay triangulation induced by the given seeds
///
/// This function assumes that you have just run a geodesic like algorithm over your mesh using
/// a seed set as starting points and that there is an PerVertex Attribute called 'sources'
/// with pointers to the seed source. Usually you can initialize it with something like
///
///   DistanceFunctor &df,
///   tri::Geodesic<MeshType>::Compute(m, seedVec, df, std::numeric_limits<ScalarType>::max(),0,&sources);
///
/// The function can also
static void ConvertDelaunayTriangulationToMesh(MeshType &m,
                                               MeshType &outMesh,
                                               std::vector<VertexType *> &seedVec, bool refineFlag=true)
{
  tri::RequirePerVertexAttribute(m,"sources");
  tri::RequireCompactness(m);
  tri::RequireVFAdjacency(m);

  PerVertexPointerHandle sources = tri::Allocator<MeshType>:: template GetPerVertexAttribute<VertexPointer> (m,"sources");

  outMesh.Clear();
  tri::UpdateTopology<MeshType>::FaceFace(m);
  tri::UpdateFlags<MeshType>::FaceBorderFromFF(m);

  std::map<VertexPointer, int> seedMap;  // It says if a given vertex of m is a seed (and its index in seedVec)
  BuildSeedMap(m,seedVec,seedMap);

  std::vector<FacePointer> innerCornerVec,   // Faces adjacent to three different regions
      borderCornerVec;  // Faces that are on the border and adjacent to at least two regions.
  GetFaceCornerVec(m, sources, innerCornerVec, borderCornerVec);

  // First add all the needed vertices: seeds and corners
  for(size_t i=0;i<seedVec.size();++i)
    tri::Allocator<MeshType>::AddVertex(outMesh, seedVec[i]->P(),Color4b::White);

  map<std::pair<VertexPointer,VertexPointer>, int > midMapInd;

  // Given a pair of sources gives the index of the mid vertex
  map<std::pair<VertexPointer,VertexPointer>, VertexPointer > midMapPt;
  if(refineFlag)
  {
    GenerateMidPointMap(m, midMapPt);
    typename std::map<std::pair<VertexPointer,VertexPointer>, VertexPointer >::iterator mi;
    for(mi=midMapPt.begin(); mi!=midMapPt.end(); ++mi)
    {
      midMapInd[ordered_pair(mi->first.first, mi->first.second)]=outMesh.vert.size();
      tri::Allocator<MeshType>::AddVertex(outMesh, mi->second->cP(), Color4b::LightBlue);
    }
  }

  // Now just add one (or four) face for each inner corner
  for(size_t i=0;i<innerCornerVec.size();++i)
  {
    VertexPointer s0 = sources[innerCornerVec[i]->V(0)];
    VertexPointer s1 = sources[innerCornerVec[i]->V(1)];
    VertexPointer s2 = sources[innerCornerVec[i]->V(2)];
    assert ( (s0!=s1) && (s0!=s2) && (s1!=s2) );
    VertexPointer v0 = & outMesh.vert[seedMap[s0]];
    VertexPointer v1 = & outMesh.vert[seedMap[s1]];
    VertexPointer v2 = & outMesh.vert[seedMap[s2]];
    if(refineFlag)
    {
      VertexPointer mp01 =  & outMesh.vert[ midMapInd[ordered_pair(s0,s1)]];
      VertexPointer mp02 =  & outMesh.vert[ midMapInd[ordered_pair(s0,s2)]];
      VertexPointer mp12 =  & outMesh.vert[ midMapInd[ordered_pair(s1,s2)]];
      assert ( (mp01!=mp02) && (mp01!=mp12) && (mp02!=mp12) );
      tri::Allocator<MeshType>::AddFace(outMesh,v0,mp01,mp02);
      tri::Allocator<MeshType>::AddFace(outMesh,v1,mp12,mp01);
      tri::Allocator<MeshType>::AddFace(outMesh,v2,mp02,mp12);
      tri::Allocator<MeshType>::AddFace(outMesh,mp01,mp12,mp02);
    }
     else
      tri::Allocator<MeshType>::AddFace(outMesh,v0,v1,v2);
  }
  Clean<MeshType>::RemoveUnreferencedVertex(outMesh);
  tri::Allocator<MeshType>::CompactVertexVector(outMesh);
}

template <class MidPointType >
static void PreprocessForVoronoi(MeshType &m, ScalarType radius,
                                 MidPointType mid,
                                 VoronoiProcessingParameter &vpp)
{
  const int maxSubDiv = 10;
  tri::RequireFFAdjacency(m);
  tri::UpdateTopology<MeshType>::FaceFace(m);
  tri::Clean<MeshType>::RemoveUnreferencedVertex(m);
  ScalarType edgeLen = tri::Stat<MeshType>::ComputeFaceEdgeLengthAverage(m);

  for(int i=0;i<maxSubDiv;++i)
  {
    vpp.lcb(0,StrFormat("Subdividing %i vn %i",i,m.vn));
    bool ret = tri::Refine<MeshType, MidPointType >(m,mid,min(edgeLen*2.0f,radius/vpp.refinementRatio));
    if(!ret) break;
  }
  tri::Allocator<MeshType>::CompactEveryVector(m);
  tri::UpdateTopology<MeshType>::VertexFace(m);
}

static void PreprocessForVoronoi(MeshType &m, float radius, VoronoiProcessingParameter &vpp)
{
  tri::MidPoint<MeshType> mid(&m);
  PreprocessForVoronoi<tri::MidPoint<MeshType> >(m, radius,mid,vpp);
}

static void RelaxRefineTriangulationSpring(MeshType &m, MeshType &delaMesh, int relaxStep=10, int refineStep=3 )
{
  tri::RequireCompactness(m);
  tri::RequireCompactness(delaMesh);
  tri::RequireVFAdjacency(delaMesh);
  tri::RequireFFAdjacency(delaMesh);
  tri::RequirePerFaceMark(delaMesh);

  const float convergenceThr = 0.001f;
  const float eulerStep = 0.1f;

  tri::UpdateNormal<MeshType>::PerVertexNormalizedPerFaceNormalized(m);

  typedef GridStaticPtr<FaceType, ScalarType> TriMeshGrid;
  TriMeshGrid ug;
  ug.Set(m.face.begin(),m.face.end());

  typedef typename vcg::SpatialHashTable<VertexType, ScalarType> HashVertexGrid;
  HashVertexGrid HG;
  HG.Set(m.vert.begin(),m.vert.end());

  PerVertexBoolHandle fixed = tri::Allocator<MeshType>:: template GetPerVertexAttribute<bool> (m,"fixed");

  const ScalarType maxDist = m.bbox.Diag()/4.f;
  for(int kk=0;kk<refineStep+1;kk++)
  {
    tri::UpdateTopology<MeshType>::FaceFace(delaMesh);

    if(kk!=0) // first step do not refine;
    {
      int nonManif = tri::Clean<MeshType>::CountNonManifoldEdgeFF(delaMesh);
      if(nonManif) return;
      tri::Refine<MeshType, tri::MidPoint<MeshType> >(delaMesh,tri::MidPoint<MeshType>(&delaMesh));
    }
    tri::UpdateTopology<MeshType>::VertexFace(delaMesh);
    const float dist_upper_bound=m.bbox.Diag()/10.0;
    float dist;

    for(int k=0;k<relaxStep;k++) 
    {
      std::vector<Point3f> avgForce(delaMesh.vn);
      std::vector<float> avgLenVec(delaMesh.vn,0);
      for(int i=0;i<delaMesh.vn;++i)
      {
        vector<VertexPointer> starVec;
        face::VVStarVF<FaceType>(&delaMesh.vert[i],starVec);

        for(size_t j=0;j<starVec.size();++j)
          avgLenVec[i] +=Distance(delaMesh.vert[i].cP(),starVec[j]->cP());
        avgLenVec[i] /= float(starVec.size());

        avgForce[i] =Point3f(0,0,0);
        for(size_t j=0;j<starVec.size();++j)
        {
          Point3f force = delaMesh.vert[i].cP()-starVec[j]->cP();
          float len = force.Norm();
          force.Normalize();
          avgForce[i] += force * (avgLenVec[i]-len);
        }
      }
      bool changed=false;
      for(int i=0;i<delaMesh.vn;++i)
      {
        VertexPointer vp = tri::GetClosestVertex<MeshType,HashVertexGrid>(m, HG, delaMesh.vert[i].P(), dist_upper_bound, dist);
        if(!fixed[vp] && !(vp->IsS())) // update only non fixed vertices
        {
          delaMesh.vert[i].P() += (avgForce[i]*eulerStep);
          CoordType closest;
          float dist;
          tri::GetClosestFaceBase(m,ug,delaMesh.vert[i].cP(), maxDist,dist,closest);
          assert(dist!=maxDist);
          if(Distance(closest,delaMesh.vert[i].P()) > avgLenVec[i]*convergenceThr) changed = true;
          delaMesh.vert[i].P()=closest;
        }
      }

      if(!changed) k=relaxStep;
    } // end for k
  }
}

static void RelaxRefineTriangulationLaplacian(MeshType &m, MeshType &delaMesh, int refineStep=3, int relaxStep=10 )
{
  tri::RequireCompactness(m);
  tri::RequireCompactness(delaMesh);
  tri::RequireFFAdjacency(delaMesh);
  tri::RequirePerFaceMark(delaMesh);
  tri::UpdateTopology<MeshType>::FaceFace(delaMesh);

  typedef GridStaticPtr<FaceType, ScalarType> TriMeshGrid;
  TriMeshGrid ug;
  ug.Set(m.face.begin(),m.face.end());
  const ScalarType maxDist = m.bbox.Diag()/4.f;

  int origVertNum = delaMesh.vn;

  for(int k=0;k<refineStep;++k)
  {
    tri::UpdateSelection<MeshType>::VertexClear(delaMesh);

    tri::Refine<MeshType, tri::MidPoint<MeshType> >(delaMesh,tri::MidPoint<MeshType>(&delaMesh));

    for(int j=0;j<relaxStep;++j)
    {
//      tri::Smooth<MeshType>::VertexCoordLaplacian(delaMesh,1,true);
      for(int i=origVertNum;i<delaMesh.vn;++i)
      {
        float dist;
        delaMesh.vert[i].SetS();
        CoordType closest;
        tri::GetClosestFaceBase(m,ug,delaMesh.vert[i].cP(), maxDist,dist,closest);
        assert(dist!=maxDist);
        delaMesh.vert[i].P()= (delaMesh.vert[i].P()+closest)/2.0f;
      }
      tri::Smooth<MeshType>::VertexCoordLaplacianBlend(delaMesh,1,0.2f,true);
    }
  }
  for(int i=origVertNum;i<delaMesh.vn;++i) delaMesh.vert[i].C()=Color4b::LightBlue;
}

static void ConvertDelaunayTriangulationExtendedToMesh(MeshType &m,
                                                       MeshType &outMesh,
                                                       std::vector<VertexType *> &seedVec)
{
  RequirePerVertexAttribute(m ,"sources");
  RequireCompactness(m);
  RequireVFAdjacency(m);

  auto sources = Allocator<MeshType>::template GetPerVertexAttribute<VertexPointer> (m,"sources");

  outMesh.Clear();
  UpdateTopology<MeshType>::FaceFace(m);
  UpdateFlags<MeshType>::FaceBorderFromFF(m);

  std::map<VertexPointer, int> seedMap;  // It says if a given vertex of m is a seed (and its index in seedVec)
  BuildSeedMap(m, seedVec, seedMap);

  std::vector<FacePointer> innerCornerVec,   // Faces adjacent to three different regions
          borderCornerVec;  // Faces that are on the border and adjacent to at least two regions.
  GetFaceCornerVec(m, sources, innerCornerVec, borderCornerVec);

  // First add all the needed vertices: seeds and corners

  for(size_t i=0;i<seedVec.size();++i)
  {
    Allocator<MeshType>::AddVertex(outMesh, seedVec[i]->P(), vcg::Color4b::White);
  }

  // Now just add one face for each inner corner
  for(size_t i=0; i<innerCornerVec.size(); ++i)
  {
    VertexPointer s0 = sources[innerCornerVec[i]->V(0)];
    VertexPointer s1 = sources[innerCornerVec[i]->V(1)];
    VertexPointer s2 = sources[innerCornerVec[i]->V(2)];
    assert ( (s0!=s1) && (s0!=s2) && (s1!=s2) );
    VertexPointer v0 = & outMesh.vert[seedMap[s0]];
    VertexPointer v1 = & outMesh.vert[seedMap[s1]];
    VertexPointer v2 = & outMesh.vert[seedMap[s2]];
    Allocator<MeshType>::AddFace(outMesh, v0, v1, v2);
  }

  // Now loop around the borders and find the missing delaunay triangles
  // select border seed vertices only and pick one
  UpdateFlags<MeshType>::VertexBorderFromFaceAdj(m);
  UpdateFlags<MeshType>::VertexClearS(m);
  UpdateFlags<MeshType>::VertexClearV(m);

  std::vector<VertexPointer> borderSeeds;
  for (auto & s : seedVec)
  {
    if (s->IsB())
    {
      s->SetS();
      borderSeeds.emplace_back(s);
    }
  }

  for (VertexPointer startBorderVertex : borderSeeds)
  {
    if (startBorderVertex->IsV())
    {
      continue;
    }

    // unvisited border seed found

    // put the pos on the border
    PosType pos(startBorderVertex->VFp(), startBorderVertex->VFi());
    do {
      pos.NextE();
    } while (!pos.IsBorder() || (pos.VInd() != pos.E()));

    // check all border edges between each consecutive border seeds pair
    do {
      std::vector<VertexPointer> edgeVoroVertices(1, sources[pos.V()]);
      //	among all sources found
      do {
        pos.NextB();
        VertexPointer source = sources[pos.V()];
        if (edgeVoroVertices.empty() || edgeVoroVertices.back() != source)
        {
          edgeVoroVertices.push_back(source);
        }
      } while (!pos.V()->IsS());

      pos.V()->SetV();

//				assert(edgeVoroVertices.size() >= 2);


      if (edgeVoroVertices.size() >= 3)
      {
        std::vector<VertexPointer> v;
        for (size_t i=0; i<edgeVoroVertices.size(); i++)
        {
          v.push_back(&outMesh.vert[seedMap[edgeVoroVertices[i]]]);
        }
        // also handles N>3 vertices holes
        for (size_t i=0; i<edgeVoroVertices.size()-2; i++)
        {
          Allocator<MeshType>::AddFace(outMesh, v[0],v[i+1],v[i+2]);
        }
//					if (edgeVoroVertices.size() > 3)
//					{
//						std::cout << "Weird case: " << edgeVoroVertices.size() << " voroseeds on one border" << std::endl;
//					}
      }
//				// add face if 3 different voronoi regions are crossed by the edge
//				if (edgeVoroVertices.size() == 3)
//				{
//					VertexPointer v0 = & outMesh.vert[seedMap[edgeVoroVertices[0]]];
//					VertexPointer v1 = & outMesh.vert[seedMap[edgeVoroVertices[1]]];
//					VertexPointer v2 = & outMesh.vert[seedMap[edgeVoroVertices[2]]];
//					Allocator<MeshType>::AddFace(outMesh, v0,v1,v2);
//				}
//				else
//				{
//					std::cout << "Weird case!! " << edgeVoroVertices.size() << " voroseeds on one border" << std::endl;
//					if (edgeVoroVertices.size() == 4)
//					{
//						VertexPointer v0 = & outMesh.vert[seedMap[edgeVoroVertices[0]]];
//						VertexPointer v1 = & outMesh.vert[seedMap[edgeVoroVertices[1]]];
//						VertexPointer v2 = & outMesh.vert[seedMap[edgeVoroVertices[2]]];
//						VertexPointer v3 = & outMesh.vert[seedMap[edgeVoroVertices[3]]];
//						Allocator<MeshType>::AddFace(outMesh, v0,v1,v2);
//						Allocator<MeshType>::AddFace(outMesh, v0,v2,v3);
//					}
//				}

    } while ((pos.V() != startBorderVertex));
  }


  Clean<MeshType>::RemoveUnreferencedVertex(outMesh);
  Allocator<MeshType>::CompactVertexVector(outMesh);
}


}; // end class VoronoiProcessing

} // end namespace tri
} // end namespace vcg
#endif