[Olena-patches] last-svn-commit-647-geec4ffe scribo/primitive/extract/separators_nonvisible.hh: New routine.

--- scribo/ChangeLog | 4 + .../primitive/extract/separators_nonvisible.hh | 912 ++++++++++++++++++++ 2 files changed, 916 insertions(+), 0 deletions(-) create mode 100644 scribo/scribo/primitive/extract/separators_nonvisible.hh diff --git a/scribo/ChangeLog b/scribo/ChangeLog index cd8db5d..be9d85d 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/separators_nonvisible.hh: New routine. + +2010-11-15 Guillaume Lazzara &lt;z(a)lrde.epita.fr&gt; + Import rgb8 to rgbn conversion function from Yann's sandbox. * mln/fun/v2v/rgb8_to_rgbn.hh: New. diff --git a/scribo/scribo/primitive/extract/separators_nonvisible.hh b/scribo/scribo/primitive/extract/separators_nonvisible.hh new file mode 100644 index 0000000..460d10e --- /dev/null +++ b/scribo/scribo/primitive/extract/separators_nonvisible.hh @@ -0,0 +1,912 @@ +// 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 non visible separators (whitespaces) +/// +/// \fixme To be cleaned up + +#ifndef SCRIBO_PRIMITIVE_EXTRACT_SEPARATORS_NONVISIBLE_HH +# define SCRIBO_PRIMITIVE_EXTRACT_SEPARATORS_NONVISIBLE_HH + +#include <mln/core/concept/image.hh> +#include <mln/core/image/dmorph/image_if.hh> +#include <mln/pw/all.hh> + +#include <mln/draw/line.hh> + +#include <mln/data/wrap.hh> +#include <mln/data/fill.hh> +#include <mln/data/convert.hh> + + +#include <mln/labeling/colorize.hh> +#include <mln/labeling/relabel.hh> +#include <mln/labeling/blobs.hh> + +#include <mln/morpho/closing/structural.hh> +#include <mln/morpho/closing/area.hh> +#include <mln/morpho/opening/structural.hh> +#include <mln/win/rectangle2d.hh> +#include <mln/win/vline2d.hh> + +#include <mln/logical/not.hh> +#include <mln/io/pbm/all.hh> +#include <mln/io/pgm/all.hh> +#include <mln/io/ppm/save.hh> + +#include <mln/literal/colors.hh> + +#include <mln/value/label_16.hh> +#include <mln/value/int_u8.hh> +#include <mln/value/int_u12.hh> +#include <mln/value/int_u16.hh> +#include <mln/value/rgb8.hh> + +#include <mln/draw/box_plain.hh> + +#include <mln/transform/influence_zone_geodesic.hh> + +#include <mln/data/stretch.hh> + +#include <mln/util/timer.hh> + +#include <mln/norm/l1.hh> + +#include <scribo/core/object_groups.hh> +#include <scribo/core/component_set.hh> +#include <scribo/primitive/extract/components.hh> + +#include <scribo/primitive/extract/lines_h_pattern.hh> +#include <scribo/primitive/remove/separators.hh> + +#include <scribo/preprocessing/denoise_fg.hh> +#include <scribo/preprocessing/rotate_90.hh> + +#include <scribo/primitive/link/internal/dmax_default.hh> + +#include <scribo/primitive/link/with_single_right_link_dmax_ratio.hh> +#include <scribo/primitive/link/with_single_right_link_dmax_ratio_aligned.hh> + +#include <scribo/primitive/group/from_double_link_any.hh> + +#include <scribo/filter/object_links_top_aligned.hh> +#include <scribo/filter/object_groups_small.hh> +#include <scribo/filter/object_links_bottom_aligned.hh> +#include <scribo/debug/save_linked_bboxes_image.hh> +#include <scribo/debug/decision_image.hh> + + + + + +namespace scribo +{ + + namespace primitive + { + + namespace extract + { + + using namespace mln; + + + /// \brief Find non visible separators (whitespaces) + // + template <typename I> + mln_concrete(I) + separators_nonvisible(const Image<I>& in_); + + + +# ifndef MLN_INCLUDE_ONLY + + namespace internal + { + + // Enable debug. + bool _debug_; + + + template <typename L> + void filter_bad_groups(object_groups<L>& top_groups, + object_groups<L>& bot_groups) + { + const component_set<L>& comps = top_groups.components(); + const L& lbl = comps.labeled_image(); + + for_all_groups(c, top_groups) + { + box2d b = comps(c).bbox(); + b.enlarge(0, comps(c).bbox().height()); + b.crop_wrt(lbl.domain()); + + typedef mln_value(L) V; + + const V* top_ptr = & lbl(b.pmin()); + const V* bot_ptr = & lbl(point2d(b.pmax().row(), b.pmin().col())); + + unsigned ntop = 0, nbot = 0; + for (unsigned n = 0; n < b.width(); ++n) + { + if (*top_ptr) + ++ntop; + if (*bot_ptr) + ++nbot; + } + + if (ntop / b.width() > 0.50f) + top_groups(c) = c; + + if (nbot / b.width() > 0.50f) + bot_groups(c) = c; + } + + } + + + template <typename L> + mln_site(L) + my_anchors(const component_set<L>& comps, + unsigned current_object, + anchor::Type anchor) + { + mln_site(L) sp;// = comps(current_object).bbox().pcenter(); + + unsigned h = comps(current_object).bbox().height(); + + switch (anchor) + { + default: + return sp; + + + // Bounding box top center + case anchor::Top: // FIXME: rename as TopLeft + sp.col() = comps(current_object).bbox().pmin().col(); + sp.row() = comps(current_object).bbox().pmin().row() + + math::min(2u, (h + 1) / 2 - 1); + break; + + + // Bounding box bottom center + case anchor::Bottom: // FIXME: rename as BottomLeft + sp.col() = comps(current_object).bbox().pmax().col(); + sp.row() = comps(current_object).bbox().pmax().row() + - math::min(2u, (h + 1) / 2 - 1); + break; + } + + return sp; + } + + + + using namespace primitive::link::internal; + + template <typename L, typename E> + class single_dmax_ratio_aligned_functor_base + : public link_single_dmax_ratio_base<L, dmax_default, E> + { + typedef link_single_dmax_ratio_base<L, dmax_default, E> super_; + + public: + typedef mln_site(L) P; + + single_dmax_ratio_aligned_functor_base( + const mln_ch_value(L,bool)& input, + const component_set<L>& components, + unsigned dmax, + float min_angle, + float max_angle, + anchor::Type anchor_) + : super_(components, + anchor::Horizontal, + dmax_default(dmax)), + anchor(anchor_), + debug_(data::convert(value::rgb8(), input)), + debug_angle_(data::convert(value::rgb8(), input)) + { + min_alpha_rad = (min_angle / 180.0f) * math::pi; + max_alpha_rad = (max_angle / 180.0f) * math::pi; + } + + void compute_next_site_(P& p) + { + ++p.col(); + } + + void compute_next_site_f_(unsigned& p) + { + ++p; + } + + + mln_site(L) + start_point_(unsigned current_object, anchor::Type anchor) + { + return my_anchors(this->components_, current_object, anchor); + } + + + inline + bool + valid_link_(unsigned current_object, + const P& start_point, + const P& p) + { + if (!super_::valid_link_(current_object, start_point, p)) + return false; + + box<P> b = this->components_(current_object).bbox(); + + // Distance between the two components. + float dist; + + // current object is on the left. + if (p[this->direction_] > b.pmax()[this->direction_]) + dist = math::abs(p[this->direction_] - b.pmax()[this->direction_]); + // current object is on the right. + else + dist = math::abs(p[this->direction_] - b.pmin()[this->direction_]); + + + int ldist = this->components_(current_object).bbox().width(); + + // Components are really close, so the angle is more permissive. + if (dist < 3 * ldist) + { + return + filter::internal::component_aligned_rad(this->components_, + current_object, + this->labeled_image_(p), + anchor, + max_alpha_rad); + } + + + // Components are really far, so the angle is less permissive. + return + filter::internal::component_aligned_rad(this->components_, + current_object, + this->labeled_image_(p), + anchor, + min_alpha_rad); + } + + void validate_link_(unsigned current_object, + const P& start_point, + const P& p, + anchor::Type anchor) + { + super_::validate_link_(current_object, start_point, p, anchor); + + if (_debug_) + { + mln_site(L) + p1 = my_anchors(this->components_, current_object, anchor), + p2 = my_anchors(this->components_, this->labeled_image_(p), + anchor); + mln::draw::line(debug_, p1, p2, literal::green); + + + float + angle = filter::internal::alignment_angle(this->components_, + current_object, + this->labeled_image_(p), + anchor); + angle = (angle * 180.0f) / math::pi; + angle = angle * 20.0f + 1.0f; + mln::draw::line(debug_angle_, p1, p2, + value::rgb8(angle, angle, angle)); + } + } + + void invalidate_link_(unsigned current_object, + const P& start_point, + const P& p, + anchor::Type anchor) + { + super_::invalidate_link_(current_object, start_point, p, anchor); + + if (_debug_) + { + if (this->labeled_image_.domain().has(p) && this->labeled_image_(p) != 0) + { + mln_site(L) + p1 = my_anchors(this->components_, current_object, anchor), + p2 = my_anchors(this->components_, this->labeled_image_(p), + anchor); + if (this->labeled_image_.domain().has(p2) && norm::l1_distance(p1.to_vec(), p2.to_vec()) < 300) + { + mln::draw::line(debug_, p1, p2, literal::red); + } + + + float + angle = filter::internal::alignment_angle(this->components_, + current_object, + this->labeled_image_(p), + anchor); + angle = (angle * 180.0f) / math::pi; + angle = angle * 20.0f + 1.0f; + mln::draw::line(debug_angle_, p1, p2, + value::rgb8(angle, angle, angle)); + } + } + } + + + float min_alpha_rad; + float max_alpha_rad; + anchor::Type anchor; + + + mln_ch_value(L, value::rgb8) debug_; + mln_ch_value(L, value::rgb8) debug_angle_; + }; + + + template <typename L> + class single_right_dmax_ratio_aligned_functor + : public single_dmax_ratio_aligned_functor_base<L, single_right_dmax_ratio_aligned_functor<L> > + { + typedef single_right_dmax_ratio_aligned_functor<L> self_t; + typedef single_dmax_ratio_aligned_functor_base<L, self_t> super_; + + public: + typedef mln_site(L) P; + + single_right_dmax_ratio_aligned_functor( + const mln_ch_value(L, bool)& input, + const component_set<L>& components, + unsigned dmax, + float min_angle, + float max_angle, + anchor::Type anchor) + : super_(input, components, dmax, min_angle, max_angle, anchor) + { + } + + void compute_next_site_(P& p) + { + ++p.col(); + } + + void compute_next_site_f_(unsigned& p) + { + ++p; + } + + }; + + + template <typename L> + class single_left_dmax_ratio_aligned_functor + : public single_dmax_ratio_aligned_functor_base<L, single_left_dmax_ratio_aligned_functor<L> > + { + typedef single_left_dmax_ratio_aligned_functor<L> self_t; + typedef single_dmax_ratio_aligned_functor_base<L, self_t> super_; + + public: + typedef mln_site(L) P; + + single_left_dmax_ratio_aligned_functor( + const mln_ch_value(L, bool)& input, + const component_set<L>& components, + unsigned dmax, + float min_angle, + float max_angle, + anchor::Type anchor) + : super_(input, components, dmax, min_angle, max_angle, anchor) + { + } + + void compute_next_site_(P& p) + { + --p.col(); + } + + void compute_next_site_f_(unsigned& p) + { + --p; + } + + + }; + + } // end of namespace scribo::primitive::extract::internal + + + + + // FACADE + + template <typename I> + mln_concrete(I) + separators_nonvisible(const Image<I>& in_) + { + const I& in = exact(in_); + mln_precondition(in.is_valid()); + typedef mln_value(I) Vi; + mlc_is(Vi,bool)::check(); + + internal::_debug_ = false; + unsigned + min_angle = 3, + max_angle = 5, + min_card = 3; + + util::timer t; + util::timer gt; + + // Load (OK) + t.start(); + float t_ = t; + std::cout << "Image loaded - " << t_ << std::endl; + + gt.start(); + + + // Remove horizontal lines. + t.restart(); + + mln_concrete(I) hlines = primitive::extract::lines_h_pattern(in, 50, 3); + mln_concrete(I) input = primitive::remove::separators(in, hlines); + + t_ = t; + std::cout << "Horizontal lines removed - " << t_ << std::endl; + + + // Closing structural - Connect characters. + t.restart(); + + win::hline2d vl(17); + mln_concrete(I) input_clo = morpho::closing::structural(input, vl); + +// input_clo = scribo::preprocessing::rotate_90(input_clo, true); + + t_ = t; + std::cout << "closing_structural - " << t_ << std::endl; + + if (internal::_debug_) + { + // Restore input orientation. + input = scribo::preprocessing::rotate_90(input, false); + + io::pbm::save(input_clo, "input_clo.pbm"); + } + + // Rotate (OK) + t.restart(); + input_clo = scribo::preprocessing::rotate_90(input_clo, false); + t_ = t; + std::cout << "rotate_90 - " << t_ << std::endl; + + + + /// Finding components. + typedef value::int_u16 V; + typedef mln_ch_value(I,V) L; + + t.restart(); + V ncomponents; + component_set<L> + components = scribo::primitive::extract::components(input_clo, c8(), + ncomponents); + t_ = t; + std::cout << "extract::components - " << t_ << std::endl; + + if (internal::_debug_) + io::pgm::save(data::convert(value::int_u8(), components.labeled_image()), + "lbl.pgm"); + + + unsigned dmax = 5; + + t.restart(); + object_links<L> top_right, bot_right; + + object_links<L> top_left, bot_left; + + + // Top + { + // Right + internal::single_right_dmax_ratio_aligned_functor<L> + functor(input_clo, components, dmax, min_angle, max_angle, anchor::Top); +// top_right = primitive::link::impl::compute_fastest(functor, anchor::Top); + top_right = primitive::link::compute(functor, anchor::Top); + + t.stop(); + + + if (internal::_debug_) + { + io::ppm::save(functor.debug_, "right_top.ppm"); + io::ppm::save(functor.debug_angle_, "right_top_angle.ppm"); + } + + t.resume(); + + // Left + internal::single_left_dmax_ratio_aligned_functor<L> + lfunctor(input_clo, components, dmax, min_angle, max_angle, anchor::Top); + top_left = primitive::link::compute(lfunctor, anchor::Top); + + + t.stop(); + + if (internal::_debug_) + { + io::ppm::save(lfunctor.debug_, "left_top.ppm"); + io::ppm::save(lfunctor.debug_angle_, "left_top_angle.ppm"); + + mln_ch_value(I, value::rgb8) output = duplicate(functor.debug_); + data::paste((lfunctor.debug_ | (pw::value(lfunctor.debug_) != pw::cst(literal::black))) | (pw::value(lfunctor.debug_) != pw::cst(literal::white)), output); + + io::ppm::save(output, "left_right_top.ppm"); + } + + t.resume(); + } + + + // Bottom + { + // Right + internal::single_right_dmax_ratio_aligned_functor<L> + functor(input_clo, components, dmax, min_angle, max_angle, anchor::Bottom); + bot_right = primitive::link::compute(functor, anchor::Bottom); + t.stop(); + + if (internal::_debug_) + { + io::ppm::save(functor.debug_, "right_bot.ppm"); + io::ppm::save(functor.debug_angle_, "right_bot_angle.ppm"); + } + + t.resume(); + + // Left + internal::single_left_dmax_ratio_aligned_functor<L> + lfunctor(input_clo, components, dmax, min_angle, max_angle, anchor::Bottom); + bot_left = primitive::link::compute(lfunctor, anchor::Bottom); + t.stop(); + + if (internal::_debug_) + { + io::ppm::save(lfunctor.debug_, "left_bot.ppm"); + io::ppm::save(lfunctor.debug_angle_, "left_bot_angle.ppm"); + } + + if (internal::_debug_) + { + mln_ch_value(I, value::rgb8) output = duplicate(functor.debug_); + data::paste((lfunctor.debug_ | (pw::value(lfunctor.debug_) != pw::cst(literal::black))) | (pw::value(lfunctor.debug_) != pw::cst(literal::white)), output); + + io::ppm::save(output, "left_right_bot.ppm"); + } + } + + + t_ = t; + std::cout << "links - " << t_ << std::endl; + + + t.restart(); + std::cout << "group - top" << std::endl; + object_groups<L> + top_groups = primitive::group::from_double_link_any(top_left, top_right); + std::cout << "group - bot" << std::endl; + object_groups<L> + bot_groups = primitive::group::from_double_link_any(bot_left, bot_right); + t_ = t; + std::cout << "group - " << t_ << std::endl; + + t.restart(); + util::array<accu::shape::bbox<point2d> > + btop_accu(top_groups.nelements()), + bbot_accu(bot_groups.nelements()); + + + for_all_groups(c, top_groups) + { + btop_accu(top_groups(c)).take(components(c).bbox()); + bbot_accu(bot_groups(c)).take(components(c).bbox()); + } + t_ = t; + std::cout << "groups to group bboxes - " << t_ << std::endl; + + + + if (internal::_debug_) + { + + mln_ch_value(I, value::rgb8) + wo_filtering = data::convert(value::rgb8(), input); + + for_all_comp_data(d, btop_accu) + { + if (btop_accu(d).is_valid()) + { + mln::draw::line(wo_filtering, + btop_accu(d).to_result().pmin(), + point2d(btop_accu(d).to_result().pmin().row(), + btop_accu(d).to_result().pmax().col()), + literal::green); + + } + } + + for_all_comp_data(d, bbot_accu) + { + if (bbot_accu(d).is_valid()) + { + mln::draw::line(wo_filtering, + point2d(bbot_accu(d).to_result().pmax().row(), + bbot_accu(d).to_result().pmin().col()), + bbot_accu(d).to_result().pmax(), + literal::green); + } + + } + io::ppm::save(wo_filtering, "wo_filtering.ppm"); + } + + + t.restart(); + top_groups = filter::object_groups_small(top_groups, min_card); + bot_groups = filter::object_groups_small(bot_groups, min_card); + t_ = t; + std::cout << "small groups - " << t_ << std::endl; + + + + t.restart(); + util::array<accu::shape::bbox<point2d> > + top_accu(top_groups.nelements()), + bot_accu(bot_groups.nelements()); + + + for_all_groups(c, top_groups) + { + top_accu(top_groups(c)).take(components(c).bbox()); + bot_accu(bot_groups(c)).take(components(c).bbox()); + } + t_ = t; + std::cout << "groups to group bboxes - " << t_ << std::endl; + + + + + + + + + t.restart(); + mln_concrete(I) separators; + initialize(separators, input_clo); + data::fill(separators, false); + t_ = t; + std::cout << "Initialize separators image - " << t_ << std::endl; + + mln_ch_value(I, value::rgb8) both; + + if (internal::_debug_) + both = data::convert(value::rgb8(), input); + + + + t.restart(); + for_all_comp_data(d, top_accu) + { + if (top_accu(d).is_valid() || btop_accu(d).is_valid()) + { + if (top_accu(d).is_valid()) + { + if (internal::_debug_) + mln::draw::line(both, + top_accu(d).to_result().pmin(), + point2d(top_accu(d).to_result().pmin().row(), + top_accu(d).to_result().pmax().col()), + literal::green); + + mln::draw::line(separators, + top_accu(d).to_result().pmin(), + point2d(top_accu(d).to_result().pmin().row(), + top_accu(d).to_result().pmax().col()), + true); + } + else + if (internal::_debug_ && btop_accu(d).is_valid()) + mln::draw::line(both, + btop_accu(d).to_result().pmin(), + point2d(btop_accu(d).to_result().pmin().row(), + btop_accu(d).to_result().pmax().col()), + literal::yellow); + + } + if (bot_accu(d).is_valid() || bbot_accu(d).is_valid()) + { + if (bot_accu(d).is_valid()) + { + if (internal::_debug_) + mln::draw::line(both, + point2d(bot_accu(d).to_result().pmax().row(), + bot_accu(d).to_result().pmin().col()), + bot_accu(d).to_result().pmax(), + literal::green); + + mln::draw::line(separators, + point2d(bot_accu(d).to_result().pmax().row(), + bot_accu(d).to_result().pmin().col()), + bot_accu(d).to_result().pmax(), + true); + } + else + if (internal::_debug_ && bbot_accu(d).is_valid()) + mln::draw::line(both, + point2d(bbot_accu(d).to_result().pmax().row(), + bbot_accu(d).to_result().pmin().col()), + bbot_accu(d).to_result().pmax(), + literal::yellow); + } + + } + t_ = t; + std::cout << "Drawing output image - " << t_ << std::endl; + + + if (internal::_debug_) + { + io::ppm::save(both, "both.ppm"); + io::pbm::save(separators, "separators.pbm"); + } + + + // Hit or miss + { + if (internal::_debug_) + { + mln_concrete(I) input_with_seps = duplicate(input_clo); + data::paste(separators | pw::value(separators), input_with_seps); + + io::pbm::save(input_with_seps, "input_with_seps.pbm"); + } + + t.restart(); + unsigned length = 25; + + dpoint2d + dp1(-21, 0), + dp2( 21, 0); + + // Adjusting extension. + t.restart(); + extension::adjust_fill(input_clo, length / 2, 0); + + accu::count_value<bool> accu(true); + typedef mln_ch_value(I,unsigned) J; + + J tmp = accu::transform_line(accu, input_clo, length, 1); + t_ = t; + std::cout << "* accu::transform_line - " << t_ << std::endl; + + if (internal::_debug_) + io::pgm::save(data::convert(value::int_u8(), tmp), "tmp.pgm"); + + + t.restart(); + value::int_u8 nlabels; + mln_ch_value(I,value::int_u8) + sep_lbl = labeling::value(separators, true, c8(), nlabels); + t_ = t; + std::cout << "* labeling seps - " << t_ << std::endl; + + + t.restart(); + + util::array<bool> relbl(unsigned(nlabels) + 1, true); + relbl(0) = false; + + unsigned invalid_ratio = unsigned(length * 0.30f); + + mln_piter(I) p(separators.domain()); + for_all(p) + if (separators(p)) + { + unsigned lbl = sep_lbl(p); + + unsigned + top_count = tmp(p + dp1), + bot_count = tmp(p + dp2); + + // This site is wrapped between two lines of text so we don't + // want it. + if (top_count >= invalid_ratio + 1 + && bot_count >= invalid_ratio + 1) + { + relbl(lbl) = false; + } + } + + t_ = t; + std::cout << "* reading data - " << t_ << std::endl; + + t.restart(); + labeling::relabel_inplace(sep_lbl, nlabels, relbl); + t_ = t; + std::cout << "* relabel_inplace - " << t_ << std::endl; + + mln_concrete(I) output = data::convert(bool(), sep_lbl); + + if (internal::_debug_) + { + io::pbm::save(output, "separators_hom.pbm"); + io::pbm::save(separators, "separators_filtered.pbm"); + } + + t.restart(); + value::int_u16 ncomps; + component_set<L> comps = primitive::extract::components(output, c8(), ncomps); + mln_ch_value(I, value::rgb8) both; + + both = data::convert(value::rgb8(), input); + + // Needed since the rotated image origin is (0,0). Rotation does + // not preserve rotated coordinates. + dpoint2d dp(input.domain().pcenter() - input_clo.domain().pcenter()); + + for_all_comps(c, comps) + { + box2d b = geom::rotate(comps(c).bbox(), -90, input_clo.domain().pcenter()); + mln::draw::line(both, + b.pmin() + dp, + b.pmax() + dp, + literal::green); + } + t_ = t; + std::cout << "Output image - " << t_ << std::endl; + gt.stop(); + t_ = gt; + std::cout << "Total time: " << t_ << std::endl; + + return scribo::preprocessing::rotate_90(output, true); + } + } + + +# endif // ! MLN_INCLUDE_ONLY + + } // end of namespace scribo::primitive::extract + + } // end of namespace scribo::primitive + +} // end of namespace scribo + +#endif // ! SCRIBO_PRIMITIVE_EXTRACT_SEPARATORS_NONVISIBLE_HH -- 1.5.6.5