#ifndef CGAL_SURFACE_MESH_APPROXIMATION_VSA_TRAITS_H #define CGAL_SURFACE_MESH_APPROXIMATION_VSA_TRAITS_H #include #include #include #include #include namespace CGAL { template struct PlaneProxy { typedef Traits GeomTraits; typedef typename GeomTraits::Point_3 Point_3; typedef typename GeomTraits::Vector_3 Vector_3; typedef typename GeomTraits::Plane_3 Plane_3; typedef typename boost::graph_traits::face_descriptor face_descriptor; face_descriptor seed; Vector_3 normal; Plane_3 fit_plane; }; template struct L21Metric { L21Metric(const FacetNormalMap &normal_pmap, const FacetAreaMap &area_pmap) : normal_pmap(normal_pmap), area_pmap(area_pmap) { GeomTraits traits; scalar_product_functor = traits.compute_scalar_product_3_object(); sum_functor = traits.construct_sum_of_vectors_3_object(); scale_functor = traits.construct_scaled_vector_3_object(); } typedef typename PlaneProxy::GeomTraits GeomTraits; typedef typename GeomTraits::FT FT; typedef typename GeomTraits::Vector_3 Vector_3; typedef typename GeomTraits::Construct_scaled_vector_3 Construct_scaled_vector_3; typedef typename GeomTraits::Construct_sum_of_vectors_3 Construct_sum_of_vectors_3; typedef typename GeomTraits::Compute_scalar_product_3 Compute_scalar_product_3; typedef typename FacetAreaMap::key_type face_descriptor; FT operator()(const face_descriptor &f, const PlaneProxy &px) { Vector_3 v = sum_functor(normal_pmap[f], scale_functor(px.normal, FT(-1))); return area_pmap[f] * scalar_product_functor(v, v); } const FacetNormalMap normal_pmap; const FacetAreaMap area_pmap; Construct_scaled_vector_3 scale_functor; Compute_scalar_product_3 scalar_product_functor; Construct_sum_of_vectors_3 sum_functor; }; template struct L21ProxyFitting { L21ProxyFitting(const FacetNormalMap &normal_pmap, const FacetAreaMap &area_pmap) : normal_pmap(normal_pmap), area_pmap(area_pmap) { GeomTraits traits; sum_functor = traits.construct_sum_of_vectors_3_object(); scale_functor = traits.construct_scaled_vector_3_object(); } typedef typename PlaneProxy::GeomTraits GeomTraits; typedef typename GeomTraits::FT FT; typedef typename GeomTraits::Vector_3 Vector_3; typedef typename GeomTraits::Construct_scaled_vector_3 Construct_scaled_vector_3; typedef typename GeomTraits::Construct_sum_of_vectors_3 Construct_sum_of_vectors_3; // Fit and construct a proxy template PlaneProxy operator()(const FacetIterator beg, const FacetIterator end) { CGAL_assertion(beg != end); // fitting normal // FT area(0); Vector_3 norm = CGAL::NULL_VECTOR; for (FacetIterator fitr = beg; fitr != end; ++fitr) { // area += area_pmap[*fitr]; norm = sum_functor(norm, scale_functor(normal_pmap[*fitr], area_pmap[*fitr])); } // norm = scale_functor(norm, FT(1.0 / CGAL::to_double(area))); norm = scale_functor(norm, FT(1.0 / std::sqrt(CGAL::to_double(norm.squared_length())))); // construct proxy PlaneProxy px; px.normal = norm; return px; } const FacetNormalMap normal_pmap; const FacetAreaMap area_pmap; Construct_scaled_vector_3 scale_functor; Construct_sum_of_vectors_3 sum_functor; }; template::type, typename GeomTraits = typename TriangleMesh::Traits> struct PlaneFitting { PlaneFitting(const TriangleMesh &_mesh, const VertexPointMap &_point_pmap) : mesh(_mesh), point_pmap(_point_pmap) { GeomTraits traits; vector_functor = traits.construct_vector_3_object(); sum_functor = traits.construct_sum_of_vectors_3_object(); scale_functor = traits.construct_scaled_vector_3_object(); } PlaneFitting(const TriangleMesh &_mesh) : mesh(_mesh), point_pmap(get(boost::vertex_point, const_cast(_mesh))) { GeomTraits traits; vector_functor = traits.construct_vector_3_object(); sum_functor = traits.construct_sum_of_vectors_3_object(); scale_functor = traits.construct_scaled_vector_3_object(); } typedef typename GeomTraits::FT FT; typedef typename GeomTraits::Point_3 Point_3; typedef typename GeomTraits::Vector_3 Vector_3; typedef typename GeomTraits::Plane_3 Plane_3; typedef typename GeomTraits::Construct_vector_3 Construct_vector_3; typedef typename GeomTraits::Construct_scaled_vector_3 Construct_scaled_vector_3; typedef typename GeomTraits::Construct_sum_of_vectors_3 Construct_sum_of_vectors_3; typedef typename boost::graph_traits::halfedge_descriptor halfedge_descriptor; template Plane_3 operator()(const FacetIterator &beg, const FacetIterator &end) const { CGAL_assertion(beg != end); // area average normal and centroid Vector_3 norm = CGAL::NULL_VECTOR; Vector_3 cent = CGAL::NULL_VECTOR; FT sum_area(0); for (FacetIterator fitr = beg; fitr != end; ++fitr) { const halfedge_descriptor he = halfedge(*fitr, mesh); const Point_3 p0 = point_pmap[source(he, mesh)]; const Point_3 p1 = point_pmap[target(he, mesh)]; const Point_3 p2 = point_pmap[target(next(he, mesh), mesh)]; Vector_3 vec = vector_functor(CGAL::ORIGIN, CGAL::centroid(p0, p1, p2)); FT farea(std::sqrt(CGAL::to_double(CGAL::squared_area(p0, p1, p2)))); Vector_3 fnorm = CGAL::unit_normal(p0, p1, p2); norm = sum_functor(norm, scale_functor(fnorm, farea)); cent = sum_functor(cent, scale_functor(vec, farea)); sum_area += farea; } norm = scale_functor(norm, FT(1.0 / std::sqrt(CGAL::to_double(norm.squared_length())))); cent = scale_functor(cent, FT(1) / sum_area); return Plane_3(CGAL::ORIGIN + cent, norm); } const TriangleMesh &mesh; const VertexPointMap point_pmap; Construct_vector_3 vector_functor; Construct_scaled_vector_3 scale_functor; Construct_sum_of_vectors_3 sum_functor; }; // Bundled l21 approximation traits template struct L21ApproximationTrait { typedef typename PlaneProxy::GeomTraits GeomTraits; typedef PlaneProxy Proxy; typedef L21ErrorMetric ErrorMetric; typedef L21ProxyFitting ProxyFitting; L21ApproximationTrait( const TriangleMesh &_mesh, const FacetNormalMap &_facet_normal_map, const FacetAreaMap &_facet_area_map) : mesh(_mesh), normal_pmap(_facet_normal_map), area_pmap(_facet_area_map) {} // traits function object form // construct error functor ErrorMetric construct_fit_error_functor() const { return ErrorMetric(normal_pmap, area_pmap); } // construct proxy fitting functor ProxyFitting construct_proxy_fitting_functor() const { return ProxyFitting(normal_pmap, area_pmap); } private: const TriangleMesh &mesh; const FacetNormalMap normal_pmap; const FacetAreaMap area_pmap; }; template struct L2Metric { L2Metric(const TriangleMesh &_mesh, const FacetAreaMap &_area_pmap, const VertexPointMap &_point_pmap) : mesh(_mesh), area_pmap(_area_pmap), point_pmap(_point_pmap) {} typedef typename PlaneProxy::GeomTraits GeomTraits; typedef typename GeomTraits::FT FT; typedef typename GeomTraits::Point_3 Point_3; typedef typename boost::graph_traits::face_descriptor face_descriptor; typedef typename boost::graph_traits::halfedge_descriptor halfedge_descriptor; FT operator()(const face_descriptor &f, const PlaneProxy &px) { halfedge_descriptor he = halfedge(f, mesh); const Point_3 &p0 = point_pmap[source(he, mesh)]; const Point_3 &p1 = point_pmap[target(he, mesh)]; const Point_3 &p2 = point_pmap[target(next(he, mesh), mesh)]; FT sq_d0 = CGAL::squared_distance(p0, px.fit_plane); FT sq_d1 = CGAL::squared_distance(p1, px.fit_plane); FT sq_d2 = CGAL::squared_distance(p2, px.fit_plane); FT d0(std::sqrt(CGAL::to_double(sq_d0))); FT d1(std::sqrt(CGAL::to_double(sq_d1))); FT d2(std::sqrt(CGAL::to_double(sq_d2))); return (sq_d0 + sq_d1 + sq_d2 + d0 * d1 + d1 * d2 + d2 * d0) * area_pmap[f] / FT(6); } const FacetAreaMap area_pmap; const VertexPointMap point_pmap; const TriangleMesh &mesh; }; template struct L2ProxyFitting { typedef typename PlaneProxy::GeomTraits GeomTraits; typedef typename GeomTraits::Point_3 Point_3; typedef typename GeomTraits::Triangle_3 Triangle_3; typedef typename boost::graph_traits::halfedge_descriptor halfedge_descriptor; L2ProxyFitting(const TriangleMesh &_mesh, const VertexPointMap &_point_pmap) : mesh(_mesh), point_pmap(_point_pmap) {} template PlaneProxy operator()(const FacetIterator beg, const FacetIterator end) { CGAL_assertion(beg != end); std::list tris; for (FacetIterator fitr = beg; fitr != end; ++fitr) { halfedge_descriptor he = halfedge(*fitr, mesh); const Point_3 &p0 = point_pmap[source(he, mesh)]; const Point_3 &p1 = point_pmap[target(he, mesh)]; const Point_3 &p2 = point_pmap[target(next(he, mesh), mesh)]; tris.push_back(Triangle_3(p0, p1, p2)); } // construct and fit proxy plane PlaneProxy px; CGAL::linear_least_squares_fitting_3( tris.begin(), tris.end(), px.fit_plane, CGAL::Dimension_tag<2>()); return px; } const TriangleMesh &mesh; const VertexPointMap point_pmap; }; template::type, typename GeomTraits = typename TriangleMesh::Traits> struct PCAPlaneFitting { typedef typename GeomTraits::Point_3 Point_3; typedef typename GeomTraits::Plane_3 Plane_3; typedef typename GeomTraits::Triangle_3 Triangle_3; typedef typename boost::graph_traits::halfedge_descriptor halfedge_descriptor; PCAPlaneFitting(const TriangleMesh &_mesh, const VertexPointMap &_point_pmap) : mesh(_mesh), point_pmap(_point_pmap) {} PCAPlaneFitting(const TriangleMesh &_mesh) : mesh(_mesh), point_pmap(get(boost::vertex_point, const_cast(_mesh))) {} template Plane_3 operator()(const FacetIterator beg, const FacetIterator end) const { CGAL_assertion(beg != end); std::list tris; for (FacetIterator fitr = beg; fitr != end; ++fitr) { halfedge_descriptor he = halfedge(*fitr, mesh); const Point_3 &p0 = point_pmap[source(he, mesh)]; const Point_3 &p1 = point_pmap[target(he, mesh)]; const Point_3 &p2 = point_pmap[target(next(he, mesh), mesh)]; tris.push_back(Triangle_3(p0, p1, p2)); } // construct and fit proxy plane Plane_3 fit_plane; CGAL::linear_least_squares_fitting_3( tris.begin(), tris.end(), fit_plane, CGAL::Dimension_tag<2>()); return fit_plane; } const TriangleMesh &mesh; const VertexPointMap point_pmap; }; // Bundled l2 approximation traits template struct L2ApproximationTrait { public: typedef typename PlaneProxy::GeomTraits GeomTraits; typedef PlaneProxy Proxy; typedef L2ErrorMetric ErrorMetric; typedef L2ProxyFitting ProxyFitting; L2ApproximationTrait( const TriangleMesh &_mesh, const VertexPointMap &_point_pmap, const FacetAreaMap &_facet_area_map) : mesh(_mesh), point_pmap(_point_pmap), area_pmap(_facet_area_map) { } // traits function object form // construct error functor ErrorMetric construct_fit_error_functor() const { return ErrorMetric(mesh, area_pmap, point_pmap); } // construct proxy fitting functor ProxyFitting construct_proxy_fitting_functor() const { return ProxyFitting(mesh, point_pmap); } private: const TriangleMesh &mesh; const VertexPointMap point_pmap; const FacetAreaMap area_pmap; }; } // end namespace CGAL #endif // CGAL_SURFACE_MESH_APPROXIMATION_VSA_TRAITS_H