https://svn/svn/oln/prototypes/proto-1.0/olena Index: ChangeLog from Nicolas Widynski &lt;nicolas.widynski(a)lrde.epita.fr&gt; Watershed by hill climbing. * oln/morpho/watershed.hh: New. Watershed by hill climbing. Note: It is necessary to use a lower completion algorithm on the input image before using the watershed by hill climbing. watershed.hh | 299 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 299 insertions(+) Index: oln/morpho/watershed.hh --- oln/morpho/watershed.hh (revision 0) +++ oln/morpho/watershed.hh (revision 0) @@ -0,0 +1,299 @@ +// Copyright (C) 2001, 2002, 2003, 2004, 2005, 2006 EPITA Research and Development Laboratory +// +// This file is part of the Olena Library. This library is free +// software; you can redistribute it and/or modify it under the terms +// of the GNU General Public License version 2 as published by the +// Free Software Foundation. +// +// This library is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU +// General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with this library; see the file COPYING. If not, write to +// the Free Software Foundation, 59 Temple Place - Suite 330, Boston, +// MA 02111-1307, USA. +// +// As a special exception, you may use this file as part of a free +// software library without restriction. Specifically, if other files +// instantiate templates or use macros or inline functions from this +// file, or you compile this file and link it with other files to +// produce an executable, this file does not by itself cause the +// resulting executable to be covered by the GNU General Public +// License. This exception does not however invalidate any other +// reasons why the executable file might be covered by the GNU General +// Public License. + +#ifndef OLENA_MORPHO_WATERSHED_HH +# define OLENA_MORPHO_WATERSHED_HH + +# include <vector> + +# include <mlc/cmp.hh> + +# include <oln/utils/record.hh> +# include <oln/basics.hh> +# include <oln/morpho/local.hh> +# include <oln/core/2d/window2d.hh> +# include <oln/utils/clone.hh> +# include <oln/level/fill.hh> + +#include <oln/io/write_image.hh> + +# define WSHED 255 +# define MASK_VALUE -1 + +namespace oln { + + namespace morpho { + + // Watershed by hill climbing + template<typename I, typename W> + oln_type_of(I, concrete) watershed(const abstract::image<I>& input, + const abstract::window<W>& win); + + + namespace impl { + + + template <typename I, typename II, typename W> + void propagate_minima_(const abstract::image<I>& input, + abstract::image<II>& minima, + const abstract::window<W>& win, + const oln_type_of(I, point)& p) + { + if (minima[p] == false) + { + oln_wn_type_of(W, fwd_iter) q(win); + for_all_q_of_p (q, p) + if (input.hold(q) and input[p] == input[q] and minima[q] == true) + { + minima[q] = false; + propagate_minima_(input, minima, win, q); + } + } + } + + + template <typename I, typename W> + oln_ch_concrete_type(I, ntg::bin) + set_minima_zero_(abstract::image<I>& input, + const abstract::window<W>& win) + { + oln_ch_concrete_type(I, ntg::bin) output(input.size(), "output"); + bool is_min = true; + + oln_type_of(I, fwd_piter) p(input.size()); + for_all_p (p) + { + is_min = true; + oln_wn_type_of(W, fwd_iter) q(win); + for_all_q_of_p (q, p) + if (input.hold(q) and input[p] > input[q]) + is_min = false; + output[p] = is_min; + } + for_all_p (p) + if (output[p] == false) + propagate_minima_(input, output, win, p); + for_all_p (p) + if (output[p] == true) + input[p] = 0; + return output; + } + + + template <typename I, typename II, typename III, typename W> + void mark_compo_(const abstract::image<I>& input, + abstract::image<II>& label, + const abstract::image<III>& minima, + const abstract::window<W>& win, + const oln_type_of(I, point)& p, + unsigned& compo) + { + if (minima[p] == true and label[p] == MASK_VALUE) + { + bool test = false; + oln_wn_type_of(W, fwd_iter) q(win); + for_all_q_of_p (q, p) + if (input.hold(q) and minima[q] == true and label[q] != MASK_VALUE) + { + test = true; + label[p] = label[q]; + } + if (test == true) + { + for_all_q_of_p (q, p) + if (input.hold(q) and minima[q] == true and label[q] == MASK_VALUE) + mark_compo_(input, label, minima, win, q, compo); + + } + if (test == false) + { + label[p] = ++compo; + for_all_q_of_p (q, p) + if (input.hold(q) and minima[q] == true) + mark_compo_(input, label, minima, win, q, compo); + } + } + } + + + + template <typename I, typename II, typename W> + oln_ch_concrete_type(I, int) + init_watershed_(const abstract::image<I>& input, + const abstract::image<II>& minima, + const abstract::window<W>& win) + { + oln_ch_concrete_type(I, int) output(input.size(), "mask"); + + level::fill(output, MASK_VALUE); + unsigned cpt = 0; + unsigned tmp; + + oln_type_of(I, fwd_piter) p(input.size()); + for_all_p (p) + { + if (minima[p] == true) + { + mark_compo_(input, output, minima, win, p, cpt); + } + } + return output; + } + + template <typename I, typename II, typename W> + std::vector<std::vector<oln_type_of(I, point)> > + compute_list_(const abstract::image<I>& input, + const abstract::image<II>& minima, + const abstract::window<W>& win) + { + typedef oln_type_of(I, point) point_type; + std::vector<std::vector<point_type> > l(256); + oln_type_of(I, fwd_piter) p(input.size()); + bool add = false; + + for_all_p (p) + { + add = false; + oln_wn_type_of(W, fwd_iter) q(win); + for_all_q_of_p (q, p) + if (input.hold(q)) + if (input[q] != input[p]) + add = true; + if (add == true) + l[input[p]].push_back(p); + } + return l; + } + + template <typename I, typename W> + oln_ch_concrete_type(I, std::vector<oln_type_of(I, point)>) + inverse_LS_(const abstract::image<I>& input, + const abstract::window<W>& win) + { + oln_ch_concrete_type(I, std::vector<oln_type_of(I, point)>) output(input.size(), "inverse_ls"); + + + oln_type_of(I, fwd_piter) p(input.size()); + for_all_p (p) + { + oln_type_of(I, point) pt = p; + oln_wn_type_of(W, fwd_iter) q(win); + int max = 0; + for_all_q_of_p (q, p) + if (input.hold(q)) + max = (int)(input[q] - input[p]) > max ? (int)(input[q] - input[p]) : max; + if (max) + for_all_q_of_p (q, p) + if (input.hold(q) and (int)(input[q] - input[p]) == max) + output.at(p).push_back(q); + } + return output; + } + + // Fwd decl of watershed facade. + + template<typename I, typename W> + oln_type_of(I, concrete) + watershed_(const abstract::image<I>& input, + const abstract::window<W>& win) + { + oln_type_of(I, concrete) output(input.size(), "out"); + oln_type_of(I, concrete) in; + oln_ch_concrete_type(I, int) label; + oln_ch_concrete_type(I, ntg::bin) mask(input.size(), "mask"); + oln_ch_concrete_type(I, std::vector<oln_type_of(I, point)>) inverse_ls; + std::vector<std::vector<oln_type_of(I, point)> > S; + + in = clone(input); + mask = set_minima_zero_(in, win); + label = init_watershed_(in, mask, win); + S = compute_list_(in, mask, win); + inverse_ls = inverse_LS_(in, win); + + typename std::vector<oln_type_of(I, point)>::const_iterator it; + + for (int i = 0; i < 256; i++) + for (it = S[i].begin(); it != S[i].end(); it++) + { + typename std::vector<oln_type_of(I, point)>::const_iterator it2; + for (it2 = inverse_ls.at(*it).begin(); it2 != inverse_ls.at(*it).end(); it2++) + { + + bool stop = false; + typename std::vector<oln_type_of(I, point)>::const_iterator it3; + for (int j = i + 1; j < 256 and stop == false; j++) + for (it3 = S[j].begin(); it3 != S[j].end() and stop == false; it3++) + if (*it3 == *it2) + stop = true; + + if (stop == true) + { + if (label[*it2] == MASK_VALUE) + label[*it2] = label[*it]; + else + if (label[*it2] != WSHED and label[*it2] != label[*it]) + label[*it2] = WSHED; + } + } + } + + oln_type_of(I, fwd_piter) p(input.size()); + for_all_p (p) + output[p] = label[p] == MASK_VALUE ? 0 : label[p]; + + return output; + } + + + } // end of namespace oln::morpho::impl + + + + + /// Generic watershed (facade). + + template<typename I, typename W> + oln_type_of(I, concrete) watershed(const abstract::image<I>& input, + const abstract::window<W>& win) + { + mlc::eq<oln_type_of(I, grid), oln_wn_type_of(W, grid)>::ensure(); + entering("morpho::watershed"); + + oln_type_of(I, concrete) output("output"); + output = impl::watershed_(input.exact(), win.exact()); + + exiting("morpho::watershed"); + return output; + } + + + } // end of namespace oln::morpho + +} // end of namespace oln + + +#endif // ! OLENA_MORPHO_WATERSHED_HH