--- scribo/ChangeLog | 4 + scribo/src/text_in_photo_invert.cc | 249 ++++++++++++++++++++++++++++++++++++ 2 files changed, 253 insertions(+), 0 deletions(-) create mode 100644 scribo/src/text_in_photo_invert.cc diff --git a/scribo/ChangeLog b/scribo/ChangeLog index 69af059..296bbd2 100644 --- a/scribo/ChangeLog +++ b/scribo/ChangeLog @@ -1,5 +1,9 @@ 2009-08-25 Guillaume Lazzara &lt;lazzara(a)lrde.epita.fr&gt; + * src/text_in_photo_invert.cc: New example. + +2009-08-25 Guillaume Lazzara &lt;lazzara(a)lrde.epita.fr&gt; + Add new filters. * filter/all.hh: Add new includes. diff --git a/scribo/src/text_in_photo_invert.cc b/scribo/src/text_in_photo_invert.cc new file mode 100644 index 0000000..81a0e91 --- /dev/null +++ b/scribo/src/text_in_photo_invert.cc @@ -0,0 +1,249 @@ +// Copyright (C) 2009 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. + +#include <libgen.h> +#include <iostream> + +#include <mln/core/image/image2d.hh> +#include <mln/core/alias/neighb2d.hh> + +#include <mln/labeling/colorize.hh> + +#include <mln/io/pbm/all.hh> +#include <mln/io/pgm/all.hh> +#include <mln/io/ppm/all.hh> + +#include <mln/math/min.hh> + +#include <mln/literal/colors.hh> +#include <mln/value/rgb8.hh> +#include <mln/value/label_16.hh> + +#include <mln/draw/box.hh> + +#include <mln/logical/not.hh> + +#include <mln/labeling/superpose.hh> + +#include <scribo/primitive/extract/objects.hh> +#include <scribo/primitive/group/apply.hh> +#include <scribo/primitive/link/with_single_left_link.hh> +#include <scribo/primitive/link/with_single_right_link.hh> +#include <scribo/primitive/group/from_double_link.hh> +#include <scribo/primitive/group/from_single_link.hh> +#include <scribo/filter/objects_small.hh> +#include <scribo/filter/objects_thin.hh> +#include <scribo/filter/objects_thick.hh> +#include <scribo/filter/object_groups_small.hh> + +#include <scribo/make/debug_filename.hh> +#include <scribo/debug/save_bboxes_image.hh> +#include <scribo/debug/save_linked_bboxes_image.hh> + +#include <scribo/debug/usage.hh> + +const char *args_desc[][2] = +{ + { "input.pbm", "A binary image. 'True' for objects, 'False'\ +for the background." }, + { "input_i.pbm", "A binary image. 'True' for objects, 'False'\ +for the background." }, + {0, 0} +}; + + + +namespace mln +{ + + template <typename V> + object_image(image2d<value::label_16>) + run(const image2d<V>& input) + { + using namespace scribo; + + typedef image2d<value::label_16> L; + + /// Finding objects. + value::label_16 nobjects; + object_image(L) + objects = scribo::primitive::extract::objects(input, c8(), nobjects); + + + /// First filtering. + object_image(L) filtered_objects + = scribo::filter::objects_small(objects, 6); + + filtered_objects + = scribo::filter::objects_thin(filtered_objects, 1); + + filtered_objects + = scribo::filter::objects_thick(filtered_objects, + math::min(input.ncols(), input.nrows()) / 6); + + + /// Finding links between potential objects + object_links<L> left_link + = primitive::link::with_single_left_link(filtered_objects, 30); + object_links<L> right_link + = primitive::link::with_single_right_link(filtered_objects, 30); + + + + std::cout << "BEFORE - nobjects = " << nobjects << std::endl; + scribo::debug::save_linked_bboxes_image(input, + filtered_objects, + left_link, right_link, + literal::red, literal::cyan, + literal::yellow, + literal::green, + scribo::make::debug_filename("links.ppm")); + + + + + // Trying to group objects + object_groups<L> + groups = primitive::group::from_double_link(filtered_objects, + left_link, right_link); + + // Remove objects part of groups with less than 3 objects. + util::array<bool> + to_be_kept = filter::object_groups_small(groups, 3); + + + + // FOR DEBUGGING PURPOSE. +#ifndef NOUT + image2d<value::rgb8> decision_image = data::convert(value::rgb8(), input); + + + for (unsigned i = 1; i < to_be_kept.size(); ++i) + { + if (!to_be_kept(i)) + mln::draw::box(decision_image, filtered_objects.bbox(i), literal::red); + else + mln::draw::box(decision_image, filtered_objects.bbox(i), literal::green); + } +#endif // ! NOUT + + + filtered_objects.relabel(to_be_kept); + + + // Objects have been removed we need to update object links again. + // This time a single link is enough since non-wanted objects have + // been removed. + left_link + = primitive::link::with_single_left_link(filtered_objects, 30); + + + + // Grouping objects again. + groups = primitive::group::from_single_link(filtered_objects, left_link); + + object_image(L) + grouped_objects = primitive::group::apply(filtered_objects, groups); + +#ifndef NOUT + for (unsigned i = 1; i <= grouped_objects.nlabels(); ++i) + mln::draw::box(decision_image, grouped_objects.bbox(i), literal::blue); + + io::ppm::save(decision_image, scribo::make::debug_filename("decision_image.ppm")); +#endif // ! NOUT + + + std::cout << "AFTER - nobjects = " << grouped_objects.nlabels() << std::endl; +// + + return grouped_objects; + } + + +} + + + +int main(int argc, char* argv[]) +{ + using namespace scribo; + using namespace mln; + + if (argc != 4) + return scribo::debug::usage(argv, + "Find text in a binarized photo.", + "input.pbm input_i.pbm output_dir", + args_desc, + "Several color images"); + + + scribo::make::internal::debug_filename_prefix = argv[3]; + + + trace::entering("main"); + + image2d<bool> input; + io::pbm::load(input, argv[1]); + + typedef image2d<value::label_16> L; + + value::label_16 new_nlabels; + + object_image(L) out_1 = run(input); + +#ifndef NOUT + io::ppm::save(mln::labeling::colorize(value::rgb8(), + out_1, + new_nlabels), + scribo::make::debug_filename("out_normal.ppm")); +#endif // ! NOUT + + + image2d<bool> input_i; + io::pbm::load(input_i, argv[2]); + + object_image(L) out_2 = run(input_i); + +#ifndef NOUT + io::ppm::save(mln::labeling::colorize(value::rgb8(), + out_2, + new_nlabels), + scribo::make::debug_filename("out_inverted.ppm")); +#endif // ! NOUT + + + L out = labeling::superpose(out_1, out_1.nlabels(), + out_2, out_2.nlabels(), + new_nlabels); + + + io::ppm::save(mln::labeling::colorize(value::rgb8(), + out, + new_nlabels), + scribo::make::debug_filename("out_combined.ppm")); + + + trace::exiting("main"); +} -- 1.5.6.5