利用CGAL对网格填洞( Filling holes)

CGAL的资料尤其是中文资料少之又少,现根据自己要完成的工作进行一个记录和总结,也希望能填补资料的空缺。

在CGAL中,使用半边结构Halfedge Data Structure来存储网格信息,另外一个类似于CGAL的库OpenMesh同样使用的是这种半边结构。

关于半边结构,请点这里:http://www.flipcode.com/archives/The_Half-Edge_Data_Structure.shtml

CGAL内部通过三层结构(Polyhedron Layer、Halfedge data structure Layer、Items Layer)实现半边结构,如图所示:

hds_design_col.png

Polyehdron Layer 提供了易用的借口,我们可以通过Halfedge_Handle 、 Facet_Handle、 Vertex_Handle及对应的迭代器Iterator来进行访问、遍历及更新数据。同时也可以通过一些简单的成员函数进行欧拉操作(Euler Operations)等。

Items Layer 负责存储底层的数据,包括顶点Vertex、Halfedge、Face的信息。

中间层Halfedge_data_structure Layer负责组织和管理Items Layer的信息,内部使用双向链表(bidirectional list)或者容器(vector)来实现。

在CGAL的Include目录里有一个undocumented头文件:triangulate_polyhedron.h,顾名思义这个头文件的作用是对多面体进行三角化的。

通过这个库文件引用的头文件可以看得出CGAL是通过Triangulation_2_filtered_projection_traits_3.h将三维坐标点映射到二维平面上,再通过Constrained_Delaunay_triangulation_2.h对其进行三角化,随后通过HalfedgeDS_decorator.h对原多面体进行三角化。

我将此库文件进行重新注释解读如下:

// Copyright (c) 2010-2011  GeometryFactory Sarl (France).
// All rights reserved.
//
// This file is part of CGAL (www.cgal.org).
// You can redistribute it and/or modify it under the terms of the GNU
// General Public License as published by the Free Software Foundation,
// either version 3 of the License, or (at your option) any later version.
//
// Licensees holding a valid commercial license may use this file in
// accordance with the commercial license agreement provided with the software.
//
// This file is provided AS IS with NO WARRANTY OF ANY KIND, INCLUDING THE
// WARRANTY OF DESIGN, MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.
//
// $URL$
// $Id$
//
//
// Author(s)     : Laurent Rineau

#ifndef CGAL_TRIANGULATE_POLYHEDRON_H

#include <CGAL/Modifier_base.h>
#include <CGAL/HalfedgeDS_decorator.h>

#include <CGAL/Triangulation_vertex_base_with_info_2.h>
#include <CGAL/Triangulation_face_base_with_info_2.h>
#include <CGAL/Constrained_Delaunay_triangulation_2.h>
#include <CGAL/Constrained_triangulation_plus_2.h>
#include <CGAL/Triangulation_2_filtered_projection_traits_3.h>

#include <CGAL/internal/Operations_on_polyhedra/compute_normal.h>

#include <queue>
#include <vector>
#include <utility>

namespace CGAL {

template <class Polyhedron>
class Triangulate_modifier
  : public CGAL::Modifier_base<typename Polyhedron::HalfedgeDS> 
{
  typedef typename Polyhedron::HalfedgeDS HDS;
  typedef typename Polyhedron::Traits Traits;

  typedef typename Polyhedron::Halfedge_handle Halfedge_handle;
  typedef typename Polyhedron::Facet Facet;
  typedef typename Polyhedron::Facet_iterator Facet_iterator;
  typedef typename Polyhedron::Facet_handle Facet_handle;

  typedef CGAL::Triangulation_2_filtered_projection_traits_3<Traits>   P_traits;

  typedef CGAL::Triangulation_vertex_base_with_info_2<Halfedge_handle,
                                                      P_traits>        Vb;

  struct Face_info {
    typename Polyhedron::Halfedge_handle e[3];
    bool is_external;
  };

  typedef CGAL::Triangulation_face_base_with_info_2<Face_info,
                                                    P_traits>          Fb1;

  typedef CGAL::Constrained_triangulation_face_base_2<P_traits, Fb1>   Fb;
  typedef CGAL::Triangulation_data_structure_2<Vb,Fb>                  TDS;
  typedef CGAL::No_intersection_tag                                    Itag;
  typedef CGAL::Constrained_Delaunay_triangulation_2<P_traits,
                                                     TDS,
                                                     Itag>             CDTbase;
  typedef CGAL::Constrained_triangulation_plus_2<CDTbase>              CDT;

public:
  Triangulate_modifier() 
  {
  }    

  bool is_external(typename CDT::Face_handle fh) const {
    return fh->info().is_external;
  }

  void operator()(HDS& hds) {
    CGAL::HalfedgeDS_decorator<HDS> decorator(hds);
    typedef typename HDS::Halfedge Halfedge;

       // 存储多面体所有的facets
       // 在modifier的过程中,facets list 会被修改,所以必须先存储到vector里
    std::vector<Facet_handle> facets;
    facets.reserve(hds.size_of_faces());
    for(Facet_iterator 
          fit = hds.faces_begin(),
          end = hds.faces_end();
        fit != end; ++fit) {
      facets.push_back(fit);
    }
    
        // 对多面体进行三角化的总循环 ( Main Loop )
        
    for(typename std::vector<Facet_handle>::iterator 
          fit_it = facets.begin(),
          end = facets.end();
        fit_it != end; ++fit_it)
    {
      Facet_handle fit = *fit_it;
      // 计算所有面的法向量normal ( normal of each facet )
      typename Traits::Vector_3 normal = 
        compute_facet_normal<Facet,Traits>(*fit);
            
            // 定义 constrained delaunay triangulation ( 沿着normal降维 Projection_Traits )
      P_traits cdt_traits(normal);
      CDT cdt(cdt_traits);

            // Halfedge_around_facet_circulator意为circulator of halfedges around a facet (ccw = counterclockwise)
            // 即沿着facet以逆时针方向遍历一边halfedge 
      typename Facet::Halfedge_around_facet_circulator 
        he_circ = fit->facet_begin(),
        he_circ_end(he_circ);
      // 定义两个CDT Vertex_handle ,分别为previous和first
      typename CDT::Vertex_handle previous, first;
      // 将facet上的所有顶点( vertex )指向的三维点 ( point() ) 插入进cdt中
      // 因为cdt在之前已经定义过为Projection_traits,所以直接转化为二维坐标
      do {
        typename CDT::Vertex_handle vh = cdt.insert(he_circ->vertex()->point());
        if(first == 0) {
          first = vh;
        }
        vh->info() = he_circ;
        if(previous != 0 && previous != vh) {
          cdt.insert_constraint(previous, vh);
        }
        previous = vh;
      } while( ++he_circ != he_circ_end );
      // cdt insert constraint 
      cdt.insert_constraint(previous, first);

      // sets mark is_external
      // 检测是否为external面
      for(typename CDT::All_faces_iterator
            fit = cdt.all_faces_begin(),
            end = cdt.all_faces_end();
          fit != end; ++fit)
      {
        fit->info().is_external = false;
      }
      std::queue<typename CDT::Face_handle> face_queue;
      face_queue.push(cdt.infinite_vertex()->face());
      while(! face_queue.empty() ) {
        typename CDT::Face_handle fh = face_queue.front();
        face_queue.pop();
        if(fh->info().is_external) continue;
        fh->info().is_external = true;
        for(int i = 0; i <3; ++i) {
          if(!cdt.is_constrained(std::make_pair(fh, i)))
          {
            face_queue.push(fh->neighbor(i));
          }
        }
      }
            // 开始对多面体进行三角化( 循环到的这个facet )
        // 首先将这个面变成hole
      decorator.make_hole(fit->halfedge());
      for(typename CDT::Finite_edges_iterator
            eit = cdt.finite_edges_begin(),
            end = cdt.finite_edges_end();
          eit != end; ++eit)
      {
        typename CDT::Face_handle fh = eit->first;
        const int index = eit->second;
        typename CDT::Face_handle opposite_fh = fh->neighbor(eit->second);
        const int opposite_index = opposite_fh->index(fh);
        const typename CDT::Vertex_handle va = fh->vertex(cdt. cw(index));
        const typename CDT::Vertex_handle vb = fh->vertex(cdt.ccw(index));

        if( ! (is_external(fh) && is_external(opposite_fh)) && 
            ! cdt.is_constrained(*eit) ) 
        {
          // strictly internal edge
          Halfedge_handle h = hds.edges_push_back(Halfedge(),
                                                  Halfedge());
          fh->info().e[index] = h;
          opposite_fh->info().e[opposite_index] = h->opposite();

          decorator.set_vertex(h, va->info()->vertex());
          decorator.set_vertex(h->opposite(), vb->info()->vertex());
        }
        if( cdt.is_constrained(*eit) )
        {
          if(!is_external(fh)) {
            fh->info().e[index] = va->info();
          }
          if(!is_external(opposite_fh)) {
            opposite_fh->info().e[opposite_index] = vb->info();
          }
        }
      }
      for(typename CDT::Finite_faces_iterator
            fit = cdt.finite_faces_begin(),
            end = cdt.finite_faces_end();
          fit != end; ++fit)
      {
        if(!is_external(fit)) 
        {
          Halfedge_handle h0 = fit->info().e[0];
          Halfedge_handle h1 = fit->info().e[1];
          Halfedge_handle h2 = fit->info().e[2];
          CGAL_assertion( h0 != Halfedge_handle() );
          CGAL_assertion( h1 != Halfedge_handle() );
          CGAL_assertion( h2 != Halfedge_handle() );

          typedef typename Halfedge::Base HBase;
          h0->HBase::set_next(h1);
          decorator.set_prev(h1, h0);
          h1->HBase::set_next(h2);
          decorator.set_prev(h2, h1);
          h2->HBase::set_next(h0);
          decorator.set_prev(h0, h2);

          decorator.fill_hole(h0);        
        }
      }
    } // end loop on facets of the input polyhedron
  }
}; // end class Triangulate_modifier

template <typename Polyhedron>
void triangulate_polyhedron(Polyhedron& p)
{
  CGAL::Triangulate_modifier<Polyhedron> modifier;
  p.delegate(modifier);
}

} // end namespace CGAL

#endif // CGAL_TRIANGULATE_POLYHEDRON_H
原文地址:https://www.cnblogs.com/jast/p/4253081.html