--- scribo/ChangeLog | 4 + scribo/scribo/primitive/extract/elements.hh | 227 +++++++++++++++++++++++++++ 2 files changed, 231 insertions(+), 0 deletions(-) create mode 100644 scribo/scribo/primitive/extract/elements.hh diff --git a/scribo/ChangeLog b/scribo/ChangeLog index 9c65829..e738a8a 100644 --- a/scribo/ChangeLog +++ b/scribo/ChangeLog @@ -1,5 +1,9 @@ 2010-11-15 Guillaume Lazzara &lt;z(a)lrde.epita.fr&gt; + * scribo/primitive/extract/elements.hh: New routine. + +2010-11-15 Guillaume Lazzara &lt;z(a)lrde.epita.fr&gt; + * scribo/primitive/extract/separators_nonvisible.hh: New routine. 2010-11-15 Guillaume Lazzara &lt;z(a)lrde.epita.fr&gt; diff --git a/scribo/scribo/primitive/extract/elements.hh b/scribo/scribo/primitive/extract/elements.hh new file mode 100644 index 0000000..c083988 --- /dev/null +++ b/scribo/scribo/primitive/extract/elements.hh @@ -0,0 +1,227 @@ +// Copyright (C) 2010 EPITA Research and Development Laboratory (LRDE) +// +// This file is part of Olena. +// +// Olena is free software: you can redistribute it and/or modify it under +// the terms of the GNU General Public License as published by the Free +// Software Foundation, version 2 of the License. +// +// Olena 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 Olena. If not, see <http://www.gnu.org/licenses/>. +// +// As a special exception, you may use this file as part of a free +// software project 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. + +/// \file +/// +/// \brief Find in a document elements which are not text. +/// +/// \fixme To be optimized! + +#ifndef SCRIBO_PRIMITIVE_EXTRACT_ELEMENTS_HH +# define SCRIBO_PRIMITIVE_EXTRACT_ELEMENTS_HH + +# include <mln/core/image/image2d.hh> +# include <mln/data/fill.hh> +# include <mln/util/array.hh> +# include <mln/labeling/compute.hh> +# include <mln/labeling/relabel.hh> +# include <mln/accu/math/count.hh> +# include <mln/pw/all.hh> + +# include <mln/value/label_8.hh> +# include <mln/value/rgb8.hh> + +# include <scribo/core/macros.hh> +# include <scribo/core/component_set.hh> +# include <scribo/core/line_set.hh> +# include <scribo/filter/objects_small.hh> + +#include <mln/clustering/kmean_rgb.hh> +#include <mln/fun/v2v/rgb8_to_rgbn.hh> + +namespace scribo +{ + + namespace primitive + { + + namespace extract + { + + + template <typename L, typename I> + component_set<L> + elements(const document<L>& doc, const Image<I>& input); + + +# ifndef MLN_INCLUDE_ONLY + + + namespace internal + { + + template <typename L> + struct order_bbox + { + order_bbox(const scribo::component_set<L>& comps) + : comps_(comps) + { + } + + bool operator()(const unsigned& c1, const unsigned& c2) const + { + if (comps_(c1).bbox().nsites() == comps_(c2).bbox().nsites()) + return c1 > c2; + return comps_(c1).bbox().nsites() > comps_(c2).bbox().nsites(); + } + + scribo::component_set<L> comps_; + }; + + } // end of namespace scribo::primitive::extract::internal + + + + // FACADE + + template <typename L, typename I> + component_set<L> + elements(const document<L>& doc, const Image<I>& input_) + { + trace::entering("scribo::primitive::extract::elements"); + + const I& input = exact(input_); + mln_precondition(doc.is_valid()); + mln_precondition(input.is_valid()); + + const line_set<L>& lines = doc.text(); + + // Element extraction + + image2d<value::label_8> img_lbl8; + { + image2d<bool> content; + initialize(content, input); + data::fill(content, true); + + for_all_lines(l, lines) + if (lines(l).type() == line::Text) + data::fill((content | lines(l).bbox()).rw(), false); + + typedef mln::value::rgb<5> t_rgb5; + typedef mln::fun::v2v::rgb8_to_rgbn<5> t_rgb8_to_rgb5; + + image2d<t_rgb5> + img_rgb5 = mln::data::transform(doc.image(), t_rgb8_to_rgb5()); + + img_lbl8 = + mln::clustering::kmean_rgb<double,5>((img_rgb5 | pw::value(content)), 3, 10, 10).unmorph_(); + data::fill((img_lbl8 | !pw::value(content)).rw(), 0u); + + mln::util::array<unsigned> + card = mln::labeling::compute(accu::math::count<value::label_8>(), + img_lbl8, img_lbl8, 3); + + unsigned max = 0, bg_id = 0; + for_all_ncomponents(c, 3) + if (card(c) > max) + { + max = card(c); + bg_id = c; + } + + mln::fun::i2v::array<bool> f(4, true); + f(0) = false; + f(bg_id) = false; + labeling::relabel_inplace(img_lbl8, 4, f); + } + + + component_set<L> output; + + std::cout << "Removing small elements" << std::endl; + { + image2d<bool> elts; + initialize(elts, img_lbl8); + data::fill(elts, false); + data::fill((elts | (pw::value(img_lbl8) != pw::cst(0))).rw(), true); + + scribo::def::lbl_type nlabels; + elts = filter::components_small(elts, c8(), nlabels, 40); + + output = primitive::extract::components(elts, c8(), nlabels); + } + + + std::cout << "Ignoring inner elements" << std::endl; + + { + // FIXME: We would like to use the convex hull instead of the bbox. + internal::order_bbox<L> func(output); + util::array<unsigned> box_ordered_comps; + for (unsigned i = 1; i < output.nelements(); ++i) + box_ordered_comps.append(i); + std::sort(box_ordered_comps.hook_std_vector_().begin(), + box_ordered_comps.hook_std_vector_().end(), func); + + image2d<bool> merged_elts; + initialize(merged_elts, img_lbl8); + data::fill(merged_elts, false); + for (unsigned i = 0; i < box_ordered_comps.nelements(); ++i) + { + unsigned c = box_ordered_comps(i); + point2d + pminright = output(c).bbox().pmin(), + pmaxleft = output(c).bbox().pmax(); + pminright.col() = output(c).bbox().pmax().col(); + pmaxleft.col() = output(c).bbox().pmin().col(); + + if (merged_elts(output(c).bbox().pmin()) + && merged_elts(output(c).bbox().pmax()) + && merged_elts(pminright) + && merged_elts(pmaxleft)) + output(c).update_tag(component::Ignored); + else + mln::draw::box_plain(merged_elts, output(c).bbox(), true); + } + } + +// mln::io::pbm::save(merged_elts, "merged_elts.pbm"); + +// mln::util::array<image2d<value::rgb8> > elt_ima; +// unsigned i = 0; +// for_all_comps(c, elt_comp) +// if (elt_comp(c).is_valid()) +// { +// elt_ima.append(preprocessing::crop(doc.image(), elt_comp(c).bbox())); +// mln::io::ppm::save(elt_ima(i), mln::debug::filename("elt.ppm", i)); +// ++i; +// } + + + trace::exiting("scribo::primitive::extract::elements"); + return output; + } + +# endif // ! MLN_INCLUDE_ONLY + + + } // end of namespace scribo::primitive::extract + + } // end of namespace scribo::primitive + +} // end of namespace scribo + +#endif // ! SCRIBO_PRIMITIVE_EXTRACT_ELEMENTS_HH -- 1.5.6.5