--- scribo/ChangeLog | 5 + scribo/src/Makefile.am | 10 ++ scribo/src/text_in_doc.cc | 276 +++++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 291 insertions(+), 0 deletions(-) create mode 100644 scribo/src/text_in_doc.cc diff --git a/scribo/ChangeLog b/scribo/ChangeLog index 47ca131..0cda464 100644 --- a/scribo/ChangeLog +++ b/scribo/ChangeLog @@ -1,5 +1,10 @@ 2009-08-28 Guillaume Lazzara &lt;lazzara(a)lrde.epita.fr&gt; + * src/text_in_doc.cc: New full example extracting text in + documents. + +2009-08-28 Guillaume Lazzara &lt;lazzara(a)lrde.epita.fr&gt; + * src/text_in_photo.cc: Improve text detection in pictures. 2009-08-28 Guillaume Lazzara &lt;lazzara(a)lrde.epita.fr&gt; diff --git a/scribo/src/Makefile.am b/scribo/src/Makefile.am index 7f39191..3b6a435 100644 --- a/scribo/src/Makefile.am +++ b/scribo/src/Makefile.am @@ -68,5 +68,15 @@ if HAVE_TIFF $(TIFF_LDFLAGS) \ -lpthread + bin_PROGRAMS += text_in_doc + text_in_doc_SOURCES = text_in_doc.cc + text_in_doc_CPPFLAGS = $(AM_CPPFLAGS) \ + $(TESSERACT_CPPFLAGS) \ + $(TIFF_CPPFLAGS) + text_in_doc_LDFLAGS = $(AM_LDFLAGS) \ + $(TESSERACT_LDFLAGS) \ + $(TIFF_LDFLAGS) \ + -lpthread + endif HAVE_TIFF endif HAVE_TESSERACT diff --git a/scribo/src/text_in_doc.cc b/scribo/src/text_in_doc.cc new file mode 100644 index 0000000..81219c4 --- /dev/null +++ b/scribo/src/text_in_doc.cc @@ -0,0 +1,276 @@ +// 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/logical/not.hh> + +#include <mln/labeling/colorize.hh> + +#include <mln/io/pbm/all.hh> +#include <mln/io/ppm/save.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 <scribo/table/erase.hh> + +#include <scribo/draw/bounding_boxes.hh> + +#include <scribo/primitive/extract/objects.hh> +#include <scribo/primitive/extract/lines_h_discontinued.hh> +#include <scribo/primitive/extract/lines_v_discontinued.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/object_links_bottom_aligned.hh> +#include <scribo/filter/object_links_bbox_h_ratio.hh> +#include <scribo/filter/object_links_bbox_overlap.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/text/recognition.hh> + +#include <scribo/debug/decision_image.hh> +#include <scribo/debug/save_bboxes_image.hh> +#include <scribo/debug/save_bboxes_image.hh> +#include <scribo/debug/save_linked_bboxes_image.hh> + +#include <scribo/debug/usage.hh> + +#include <scribo/make/debug_filename.hh> + + + +const char *args_desc[][2] = +{ + { "input.pbm", "A binary image. 'False' for objects, 'True'\ +for the background." }, + { "out.txt", "A text file with all the recognized text" }, + {0, 0} +}; + + +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 out.txt output_dir", + args_desc, + "Debug outputs. The recognized text is printed in the standard output."); + + scribo::make::internal::debug_filename_prefix = argv[3]; + + trace::entering("main"); + + + image2d<bool> input; + io::pbm::load(input, argv[1]); + + logical::not_inplace(input); + + typedef image2d<value::label_16> L; + + /// Extracting vertical and horizontal lines. + value::label_16 nhlines, nvlines; + object_image(L) + lbl_v = primitive::extract::lines_v_discontinued(input, c8(), + nvlines, 51, 8); + object_image(L) + lbl_h = primitive::extract::lines_h_discontinued(input, c8(), + nhlines, 51, 6); + /// Reconstruct and erase tables. + image2d<bool> input_notables + = scribo::table::erase(input, lbl_h, lbl_v); + + + /// Finding objects. + value::label_16 nobjects; + object_image(L) + objects = scribo::primitive::extract::objects(input_notables, + c8(), + nobjects); + + + /// First filtering. + object_image(L) filtered_objects + = scribo::filter::objects_small(objects, 6); + + filtered_objects + = scribo::filter::objects_thin(filtered_objects, 2); + +// filtered_objects +// = scribo::filter::objects_thick(filtered_objects, +// math::min(input.ncols(), input.nrows()) / 5); + + + + /// Grouping 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); + + +#ifndef NOUT + 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")); +#endif + + + // Validating left and right links. + object_links<L> + merged_links = primitive::link::merge_double_link(filtered_objects, + left_link, + right_link); + + + + + // Remove links if bboxes have too different sizes. + object_links<L> bottom_filtered_links + = filter::object_links_bottom_aligned(filtered_objects, + merged_links, + 5); + + + +#ifndef NOUT + image2d<value::rgb8> + bottom_decision_image = scribo::debug::decision_image(input, + merged_links, + bottom_filtered_links); + + io::ppm::save(bottom_decision_image, + scribo::make::debug_filename("bottom_links_decision_image.ppm")); +#endif + + + + + + // Remove links if bboxes have too different sizes. + object_links<L> hratio_filtered_links + = filter::object_links_bbox_h_ratio(filtered_objects, + bottom_filtered_links, + 0.6f); + + + + +#ifndef NOUT + image2d<value::rgb8> + hratio_decision_image = scribo::debug::decision_image(input, + bottom_filtered_links, + hratio_filtered_links); + io::ppm::save(hratio_decision_image, + scribo::make::debug_filename("hratio_links_decision_image.ppm")); +#endif + + + + + //Remove links if bboxes overlap too much. + object_links<L> overlap_filtered_links + = filter::object_links_bbox_overlap(filtered_objects, + hratio_filtered_links, + 0.80f); + + + + +#ifndef NOUT + image2d<value::rgb8> overlap_decision_image + = scribo::debug::decision_image(input, + hratio_filtered_links, + overlap_filtered_links); + io::ppm::save(overlap_decision_image, + scribo::make::debug_filename("overlap_links_decision_image.ppm")); +#endif + + + + + object_groups<L> + groups = primitive::group::from_single_link(filtered_objects, + overlap_filtered_links); + + +// // Remove objects part of groups with strictly less than 3 objects. +// object_groups<L> filtered_groups = filter::object_groups_small(groups, 3); + + +// #ifndef NOUT +// image2d<value::rgb8> +// decision_image = scribo::debug::decision_image(input, +// groups, filtered_groups); +// #endif + + object_image(L) + grouped_objects = primitive::group::apply(filtered_objects, groups); + + +#ifndef NOUT + io::ppm::save(mln::labeling::colorize(value::rgb8(), + grouped_objects, + grouped_objects.nlabels()), + scribo::make::debug_filename("out.ppm")); +#endif + + + text::recognition(grouped_objects, "fra", argv[2]); + + trace::exiting("main"); +} -- 1.5.6.5