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graph_image_wst.cc

00001 // Copyright (C) 2007, 2008, 2009 EPITA Research and Development Laboratory (LRDE)
00002 //
00003 // This file is part of Olena.
00004 //
00005 // Olena is free software: you can redistribute it and/or modify it under
00006 // the terms of the GNU General Public License as published by the Free
00007 // Software Foundation, version 2 of the License.
00008 //
00009 // Olena is distributed in the hope that it will be useful,
00010 // but WITHOUT ANY WARRANTY; without even the implied warranty of
00011 // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
00012 // General Public License for more details.
00013 //
00014 // You should have received a copy of the GNU General Public License
00015 // along with Olena.  If not, see <http://www.gnu.org/licenses/>.
00016 //
00017 // As a special exception, you may use this file as part of a free
00018 // software project without restriction.  Specifically, if other files
00019 // instantiate templates or use macros or inline functions from this
00020 // file, or you compile this file and link it with other files to produce
00021 // an executable, this file does not by itself cause the resulting
00022 // executable to be covered by the GNU General Public License.  This
00023 // exception does not however invalidate any other reasons why the
00024 // executable file might be covered by the GNU General Public License.
00025 
00028 
00029 #include <vector>
00030 
00031 #include <mln/core/alias/point2d.hh>
00032 
00034 #include <mln/core/image/vertex_image.hh>
00035 #include <mln/core/var.hh>
00036 #include <mln/fun/i2v/array.hh>
00037 #include <mln/util/graph.hh>
00038 #include <mln/make/vertex_image.hh>
00039 
00040 #include <mln/morpho/meyer_wst.hh>
00041 
00042 
00043 int main()
00044 {
00045   using namespace mln;
00046 
00047   /*--------.
00048   | Graph.  |
00049   `--------*/
00050 
00051   /* The graph is as follows:
00052 
00053             0 1 2 3 4
00054          .-----------
00055          |
00056        0 |  0       2
00057        1 |    \   / |
00058        2 |      1   |
00059        3 |       \  |
00060        4 |        3-0
00061 
00062   */
00063 
00064   // Points associated to vertices.
00065   typedef fun::i2v::array<point2d> fsite_t;
00066   fsite_t sites(5);
00067   sites(0) = point2d(0,0); // Point associated to vertex 0.
00068   sites(1) = point2d(2,2); // Point associated to vertex 1.
00069   sites(2) = point2d(0,4); // Point associated to vertex 2.
00070   sites(3) = point2d(4,3); // Point associated to vertex 3.
00071   sites(4) = point2d(4,4); // Point associated to vertex 4.
00072 
00073   // Graph.
00074   util::graph g;
00075 
00076   // Populate the graph with vertices.
00077   g.add_vertices(sites.size());
00078 
00079   // Populate the graph with edges.
00080   g.add_edge(0, 1);
00081   g.add_edge(1, 2);
00082   g.add_edge(1, 3);
00083   g.add_edge(3, 4);
00084   g.add_edge(4, 2);
00085 
00086   /*-------------.
00087   | Graph image.  |
00088   `-------------*/
00089 
00090   // Graph values.
00091   typedef fun::i2v::array<unsigned> viota_t;
00092   viota_t iota(g.v_nmax());
00093   for (unsigned i = 0; i < iota.size(); ++i)
00094     iota(i) = 10 + i;
00095 
00096   typedef vertex_image<point2d, unsigned, util::graph> ima_t;
00097   ima_t ima = make::vertex_image(g, sites, iota);
00098 
00099   /*------.
00100   | WST.  |
00101   `------*/
00102 
00103   typedef ima_t::nbh_t nbh_t;
00104   nbh_t nbh;
00105 
00106   unsigned nbasins;
00107   ima_t wshed = morpho::meyer_wst(ima, nbh, nbasins);
00108   std::cout << "nbasins = " << nbasins << std::endl;
00109 
00110   // Manual iteration over the domain of WSHED.
00111   mln_piter_(ima_t) pw(wshed.domain());
00112   for_all (pw)
00113     std::cout << "wshed (" << pw << ") = " << wshed(pw) << std::endl;
00114 }

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