* src/Makefile.am: Add new target. * src/text_in_photo_pbm_fast.cc: New. --- scribo/ChangeLog | 8 + scribo/src/Makefile.am | 5 +- scribo/src/text_in_photo_pbm_fast.cc | 441 ++++++++++++++++++++++++++++++++++ 3 files changed, 452 insertions(+), 2 deletions(-) create mode 100644 scribo/src/text_in_photo_pbm_fast.cc diff --git a/scribo/ChangeLog b/scribo/ChangeLog index 49df10a..6fce0bc 100644 --- a/scribo/ChangeLog +++ b/scribo/ChangeLog @@ -1,5 +1,13 @@ 2010-03-11 Guillaume Lazzara &lt;z(a)lrde.epita.fr&gt; + Add a new example for finding text in pictures. + + * src/Makefile.am: Add new target. + + * src/text_in_photo_pbm_fast.cc: New. + +2010-03-11 Guillaume Lazzara &lt;z(a)lrde.epita.fr&gt; + First draft of the dematerialization wizard. * demo/shared/icons/Symbols-Delete-icon.png, diff --git a/scribo/src/Makefile.am b/scribo/src/Makefile.am index a206e04..60c60f7 100644 --- a/scribo/src/Makefile.am +++ b/scribo/src/Makefile.am @@ -35,7 +35,7 @@ bin_PROGRAMS = \ text_in_photo \ text_in_photo_ppm \ text_in_photo_ppm_fast \ - text_in_photo_ppm_fast_2 \ + text_in_photo_pbm_fast \ text_in_photo_invert @@ -43,7 +43,7 @@ pbm_lines_in_doc_SOURCES = pbm_lines_in_doc.cc text_in_photo_SOURCES = text_in_photo.cc text_in_photo_ppm_SOURCES = text_in_photo_ppm.cc text_in_photo_ppm_fast_SOURCES = text_in_photo_ppm_fast.cc -text_in_photo_ppm_fast_2_SOURCES = text_in_photo_ppm_fast_2.cc +text_in_photo_pbm_fast_SOURCES = text_in_photo_pbm_fast.cc text_in_photo_invert_SOURCES = text_in_photo_invert.cc @@ -71,6 +71,7 @@ if HAVE_TIFF $(TIFF_LDFLAGS) \ -lpthread -lhpdf + bin_PROGRAMS += text_in_article text_in_article_CPPFLAGS = $(AM_CPPFLAGS) \ $(TESSERACT_CPPFLAGS) \ diff --git a/scribo/src/text_in_photo_pbm_fast.cc b/scribo/src/text_in_photo_pbm_fast.cc new file mode 100644 index 0000000..6b27bbc --- /dev/null +++ b/scribo/src/text_in_photo_pbm_fast.cc @@ -0,0 +1,441 @@ +// 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/image/imorph/tr_image.hh> +#include <mln/core/alias/neighb2d.hh> + +#include <mln/labeling/colorize.hh> + +#include <mln/data/stretch.hh> + +#include <mln/io/pbm/all.hh> +#include <mln/io/ppm/save.hh> + +#include <mln/math/min.hh> + +#include <mln/logical/not.hh> + +#include <mln/literal/colors.hh> +#include <mln/value/rgb8.hh> +#include <mln/value/label_16.hh> + +#include <mln/fun/v2v/rgb_to_int_u.hh> + +#include <mln/data/wrap.hh> + +#include <mln/draw/box.hh> + +#include <mln/geom/translate.hh> + +#include <scribo/draw/bounding_boxes.hh> + +#include <scribo/binarization/sauvola_ms.hh> +#include <scribo/binarization/sauvola.hh> + +#include <scribo/primitive/extract/components.hh> + +#include <scribo/primitive/link/merge_double_link.hh> +#include <scribo/primitive/link/with_single_left_link.hh> +#include <scribo/primitive/link/with_single_right_link.hh> + +#include <scribo/primitive/group/apply.hh> +#include <scribo/primitive/group/from_double_link.hh> +#include <scribo/primitive/group/from_single_link.hh> + +#include <scribo/filter/objects_with_holes.hh> +#include <scribo/filter/object_links_bbox_h_ratio.hh> +#include <scribo/filter/object_links_bbox_overlap.hh> + +#include <scribo/filter/common/objects_photo.hh> + +#include <scribo/filter/object_groups_small.hh> +#include <scribo/filter/object_groups_v_thickness.hh> + +#include <scribo/debug/decision_image.hh> +#include <scribo/debug/save_bboxes_image.hh> +#include <scribo/debug/save_linked_bboxes_image.hh> + +#include <scribo/debug/usage.hh> + +#include <scribo/preprocessing/split_bg_fg.hh> + +#include <scribo/make/debug_filename.hh> + +#include <mln/util/timer.hh> +#include <mln/core/var.hh> + + +#include <scribo/src/afp/components.hh> +#include <scribo/src/afp/link.hh> +#include <scribo/src/afp/regroup.hh> + +#include <scribo/core/line_set.hh> + +const char *args_desc[][2] = +{ + { "input.ppm", "A color image." }, + { "debug_output_dir", "Directory were debug images will be saved" }, + { "lambda", "Lambda value used for foreground extraction" }, + {0, 0} +}; + + +namespace mln +{ + + struct mask_non_text : Function_v2v<mask_non_text> + { + typedef value::rgb8 result; + typedef image2d<bool> I; + + mask_non_text(const image2d<bool>& mask) + : mask_(mask), p_(mask_) + { + p_.start(); + } + + result operator()(const result& v) const + { + bool b = p_.val(); + p_.next(); + if (!b) + return v / 2; + else + return v; + + } + + I mask_; + mutable mln_pixter_(I) p_; + }; + + + template <typename I, typename L> + mln_concrete(I) + compute_highlight_image(const I& input_rgb, + const scribo::component_set<L>& components) + { + mln_ch_value(I, bool) mask; + initialize(mask, input_rgb); + data::fill(mask, false); + + for_all_comps(i, components) + if (components(i).is_valid()) + data::fill((mask | components(i).bbox()).rw(), true); + + mask_non_text f(mask); + mln_concrete(I) output = data::transform(input_rgb, f); + + for_all_comps(i, components) + if (components(i).is_valid()) + mln::draw::box(output, components(i).bbox(), literal::red); + + return output; + } + + template <typename I, typename L> + mln_concrete(I) + compute_text_image(const I& input_rgb, + const scribo::component_set<L>& grouped_objects) + { + unsigned shift = 5; + float height = 1, width = 0; + for_all_comps(i, grouped_objects) + if (grouped_objects(i).is_valid()) + { + height += grouped_objects(i).bbox().nrows() + shift; + width = math::max(static_cast<float>(grouped_objects(i).bbox().ncols()), + width); + } + if (width == 0) + width = 1; + + I output(height, width); + data::fill(output, literal::black); + + algebra::vec<2, float> dv; + dv[0] = 0; + dv[1] = 0; + for_all_comps(i, grouped_objects) + if (grouped_objects(i).is_valid()) + { + mln_VAR(tmp, duplicate(input_rgb | grouped_objects(i).bbox())); + + typedef fun::x2x::translation<mln_site_(I)::dim, float> trans_t; + trans_t trans(dv - grouped_objects(i).bbox().pmin().to_vec()); + + mln_domain(I) + tr_box(grouped_objects(i).bbox().pmin().to_vec() + trans.t(), + grouped_objects(i).bbox().pmax().to_vec() + trans.t()); + + tr_image<mln_domain(I), tmp_t, trans_t> tr_ima(tr_box, tmp, trans); + + data::paste(tr_ima, output); + dv[0] += grouped_objects(i).bbox().nrows() + shift; + } + + return output; + } + +} // end of namespace mln + + +int main(int argc, char* argv[]) +{ + using namespace scribo; + using namespace mln; + + if (argc < 3 || argc > 8) + return scribo::debug::usage(argv, + "Find text in a photo.\n\n\ +Common usage: ./pbm_text_in_photo input.pbm output.ppm 1 1 1", + "input.pbm output.ppm <Bg comp filter enabled> <small group filter enabled> <thin group filter enabled> [debug_output_dir] [lambda]", + args_desc, + "A color image where the text is highlighted."); + + std::string out_base_dir; + bool debug = false; + if (argc > 6) + { + scribo::make::internal::debug_filename_prefix = argv[6]; + debug = true; + out_base_dir = argv[6]; + } + + trace::entering("main"); + + image2d<bool> input; + io::pbm::load(input, argv[1]); + + + mln::util::timer timer_, global_t_; + float t_; + + + + typedef image2d<value::label_16> L; + + /// Finding components. + timer_.restart(); + + typedef component_set<L> Obj; + Obj filtered_components; + + { + mln::util::array<std::pair<box2d, std::pair<point2d, unsigned> > > attribs; + + value::label_16 ncomponents; + L components = extract_components(input, ncomponents, attribs); + + filtered_components = Obj(components, ncomponents, attribs); + } + + t_ = timer_; + std::cout << "Object extracted " << t_ << " - " << filtered_components.nelements() << " components" << std::endl; + + /// linking potential components + timer_.restart(); + mln::util::couple<object_links<L>, object_links<L> > + links = primitive::link::left_right(filtered_components); + + object_links<L>& left_link = links.first(); + object_links<L>& right_link = links.second(); + + t_ = timer_; + std::cout << "Link done " << t_ << std::endl; + + + + // Validating left and right links. + timer_.restart(); + object_links<L> + merged_links = primitive::link::merge_double_link(left_link, right_link); + t_ = timer_; + std::cout << "Right/Left Validation. " << t_ << std::endl; + + + // Remove links if bboxes have too different sizes. + timer_.restart(); + object_links<L> + hratio_filtered_links = filter::object_links_bbox_h_ratio(merged_links, + 1.50f); + + //Remove links if bboxes overlap too much. + object_links<L> overlap_filtered_links + = filter::object_links_bbox_overlap(hratio_filtered_links, 0.80f); + + t_ = timer_; + std::cout << "Components links filtered. " << t_ << std::endl; + + timer_.restart(); + object_groups<L> + groups = primitive::group::from_single_link(overlap_filtered_links); + + + +// Apply grouping in a temporary image (for debug purpose). + + t_ = timer_; + std::cout << "Components grouped. " << t_ << std::endl; + + std::cout << "Filtering groups..." << std::endl; + + mln::util::timer g_timer; + + timer_.restart(); + // Remove components part of groups with strictly less than 3 components. + + g_timer.start(); + object_groups<L> filtered_small_groups; + if (argc > 4 && atoi(argv[4]) != 0) + { + std::cout << "** Using group too small" << std::endl; + filtered_small_groups = filter::object_groups_small(groups, 3); + } + else + filtered_small_groups = groups; + t_ = g_timer; + std::cout << "Small groups removed " << t_ << std::endl; + + + + // Remove components part of groups having a mean thickness lower than 8. + g_timer.restart(); + object_groups<L> filtered_thin_groups; + if (argc > 5 && atoi(argv[5]) != 0) + { + std::cout << "** Using group too thin" << std::endl; + filtered_thin_groups + = filter::object_groups_v_thickness(filtered_small_groups, 8); + } + else + filtered_thin_groups = filtered_small_groups; + t_ = g_timer; + std::cout << "Groups too thin " << t_ << std::endl; + + + + /// Apply grouping in the object image. + g_timer.restart(); + +// groups = primitive::group::regroup_left(filtered_components, +// filtered_thin_groups, +// 30); + + component_set<L> + grouped_components = primitive::group::apply(filtered_thin_groups); + + t_ = g_timer; + std::cout << "Group applied to object image " << t_ << std::endl; + + /// Components have been grouped. We try to link groups together. + /// This time a single link is enough since non-wanted components have + /// been removed. + g_timer.restart(); + + left_link = primitive::link::left(grouped_components, 30); + + + /// Grouping groups. + groups = primitive::group::from_single_link(left_link); + + + grouped_components = primitive::group::apply(groups); + + t_ = g_timer; + std::cout << "Link and group again " << t_ << std::endl; + + timer_.stop(); + + timer_.resume(); + + g_timer.restart(); + + + /// Filter grouped objects not having enough background components. + if (argc > 3 && atoi(argv[3]) != 0) + { + std::cout << "** Using objects_with_two_holes" << std::endl; + grouped_components = scribo::filter::components_with_two_holes(grouped_components, 5); + t_ = g_timer; + std::cout << "Objects_with_holes " << t_ << std::endl; + } + + + t_ = timer_; + std::cout << "Objects groups filtered. " << t_ << std::endl; + + + t_ = global_t_; + std::cout << "*** Result computed " << t_ << std::endl; + + timer_.restart(); + std::cout << "Saving result..." << std::endl; + io::ppm::save(mln::labeling::colorize(value::rgb8(), + grouped_components.labeled_image(), + grouped_components.nelements()), + argv[2]); + + + scribo::line_set<L> + lines = scribo::line_set<L>(filtered_thin_groups); + + + // Bboxes + line infos + { + std::ofstream file(scribo::make::debug_filename("text_bboxes.txt").c_str()); + + for_all_lines(l, lines) + if (lines(l).tag() != line::Merged + && lines(l).tag() != line::Ignored + && lines(l).tag() != line::Pathological) + { + file << lines(l).bbox().pmin().row() << " " + << lines(l).bbox().pmin().col() << " " + << lines(l).bbox().pmax().row() << " " + << lines(l).bbox().pmax().col() +// << " " +// << lines(l).card() << " " +// << lines(l).baseline() << " " +// << lines(l).x_height() << " " +// << lines(l).median() << " " +// << lines(l).d_height() << " " +// << lines(l).a_height() << " " +// << lines(l).char_space() << " " +// << lines(l).char_width() + << std::endl; + } + + file.close(); + } + + + trace::exiting("main"); + return grouped_components.nelements() != 0; +} -- 1.5.6.5