- Olena-patches

olena-2.0-83-gef55c70 Fix invalid line offset due to input image size.
by Guillaume Lazzara 22 Jun '12

22 Jun '12

--- .../binarization/internal/niblack_functor.hh | 12 ++++- .../binarization/internal/sauvola_functor.hh | 12 ++++- scribo/tests/binarization/niblack.cc | 54 +++++++++++++++++-- .../tests/binarization/niblack_weven_hodd.ref.pbm | Bin 0 -> 32820 bytes .../tests/binarization/niblack_wodd_heven.ref.pbm | Bin 0 -> 32884 bytes .../tests/binarization/niblack_wodd_hodd.ref.pbm | Bin 0 -> 32820 bytes scribo/tests/binarization/sauvola.cc | 54 +++++++++++++++++-- scribo/tests/binarization/sauvola_ms.cc | 56 +++++++++++++++++--- .../binarization/sauvola_ms_weven_hodd.ref.pbm | Bin 0 -> 32820 bytes .../binarization/sauvola_ms_wodd_heven.ref.pbm | Bin 0 -> 32884 bytes .../binarization/sauvola_ms_wodd_hodd.ref.pbm | Bin 0 -> 32820 bytes .../tests/binarization/sauvola_weven_hodd.ref.pbm | Bin 0 -> 32820 bytes .../tests/binarization/sauvola_wodd_heven.ref.pbm | Bin 0 -> 32884 bytes .../tests/binarization/sauvola_wodd_hodd.ref.pbm | Bin 0 -> 32820 bytes scribo/tests/img/lena_weven_hodd.pgm | 5 ++ scribo/tests/img/lena_wodd_heven.pgm | 5 ++ scribo/tests/img/lena_wodd_hodd.pgm | 5 ++ 17 files changed, 181 insertions(+), 22 deletions(-) create mode 100644 scribo/tests/binarization/niblack_weven_hodd.ref.pbm create mode 100644 scribo/tests/binarization/niblack_wodd_heven.ref.pbm create mode 100644 scribo/tests/binarization/niblack_wodd_hodd.ref.pbm create mode 100644 scribo/tests/binarization/sauvola_ms_weven_hodd.ref.pbm create mode 100644 scribo/tests/binarization/sauvola_ms_wodd_heven.ref.pbm create mode 100644 scribo/tests/binarization/sauvola_ms_wodd_hodd.ref.pbm create mode 100644 scribo/tests/binarization/sauvola_weven_hodd.ref.pbm create mode 100644 scribo/tests/binarization/sauvola_wodd_heven.ref.pbm create mode 100644 scribo/tests/binarization/sauvola_wodd_hodd.ref.pbm create mode 100644 scribo/tests/img/lena_weven_hodd.pgm create mode 100644 scribo/tests/img/lena_wodd_heven.pgm create mode 100644 scribo/tests/img/lena_wodd_hodd.pgm diff --git a/scribo/scribo/binarization/internal/niblack_functor.hh b/scribo/scribo/binarization/internal/niblack_functor.hh index 83d5bbd..a5f9e4a 100644 --- a/scribo/scribo/binarization/internal/niblack_functor.hh +++ b/scribo/scribo/binarization/internal/niblack_functor.hh @@ -92,7 +92,17 @@ namespace scribo K_(K) { step_ = 3; - next_line3 = input.delta_index(dpoint2d(+2,0)) + 2 * input.border() - 1; + + // Since we iterate from a smaller image in the largest ones + // and image at scale 1 does not always have a size which can + // be divided by 3, some sites in the border may not be + // processed and we must skip them. + int more_offset = - (3 - input.ncols() % 3); + if (more_offset == - 3) + more_offset = 0; // No offset needed. + + next_line3 = input.delta_index(dpoint2d(+2,0)) + + 2 * input.border() + more_offset; offset1 = input.delta_index(dpoint2d(+1,0)); offset2 = input.delta_index(dpoint2d(+2,0)); diff --git a/scribo/scribo/binarization/internal/sauvola_functor.hh b/scribo/scribo/binarization/internal/sauvola_functor.hh index 5363215..4465f75 100644 --- a/scribo/scribo/binarization/internal/sauvola_functor.hh +++ b/scribo/scribo/binarization/internal/sauvola_functor.hh @@ -94,7 +94,17 @@ namespace scribo R_(R) { step_ = 3; - next_line3 = input.delta_index(dpoint2d(+2,0)) + 2 * input.border() - 1; + + // Since we iterate from a smaller image in the largest ones + // and image at scale 1 does not always have a size which can + // be divided by 3, some sites in the border may not be + // processed and we must skip them. + int more_offset = - (3 - input.ncols() % 3); + if (more_offset == - 3) + more_offset = 0; // No offset needed. + + next_line3 = input.delta_index(dpoint2d(+2,0)) + + 2 * input.border() + more_offset; offset1 = input.delta_index(dpoint2d(+1,0)); offset2 = input.delta_index(dpoint2d(+2,0)); diff --git a/scribo/tests/binarization/niblack.cc b/scribo/tests/binarization/niblack.cc index 0263c1e..7f6891f 100644 --- a/scribo/tests/binarization/niblack.cc +++ b/scribo/tests/binarization/niblack.cc @@ -39,13 +39,55 @@ int main() { using namespace mln; - image2d<value::int_u8> input; - io::pgm::load(input, MILENA_IMG_DIR "/lena.pgm"); + // Even height and width + { + image2d<value::int_u8> input; + io::pgm::load(input, MILENA_IMG_DIR "/lena.pgm"); - image2d<bool> bin = scribo::binarization::niblack(input, 101); + image2d<bool> bin = scribo::binarization::niblack(input, 101); - image2d<bool> ref; - io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/niblack.ref.pbm"); + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/niblack.ref.pbm"); - mln_assertion(bin == ref); + mln_assertion(bin == ref); + } + + // even height and odd width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_wodd_heven.pgm"); + + image2d<bool> bin = scribo::binarization::niblack(input, 101); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/niblack_wodd_heven.ref.pbm"); + + mln_assertion(bin == ref); + } + + // odd height and even width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_weven_hodd.pgm"); + + image2d<bool> bin = scribo::binarization::niblack(input, 101); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/niblack_weven_hodd.ref.pbm"); + + mln_assertion(bin == ref); + } + + // odd height and width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_wodd_hodd.pgm"); + + image2d<bool> bin = scribo::binarization::niblack(input, 101); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/niblack_wodd_hodd.ref.pbm"); + + mln_assertion(bin == ref); + } } diff --git a/scribo/tests/binarization/niblack_weven_hodd.ref.pbm b/scribo/tests/binarization/niblack_weven_hodd.ref.pbm new file mode 100644 index 0000000..a89a87a Binary files /dev/null and b/scribo/tests/binarization/niblack_weven_hodd.ref.pbm differ diff --git a/scribo/tests/binarization/niblack_wodd_heven.ref.pbm b/scribo/tests/binarization/niblack_wodd_heven.ref.pbm new file mode 100644 index 0000000..40114f0 Binary files /dev/null and b/scribo/tests/binarization/niblack_wodd_heven.ref.pbm differ diff --git a/scribo/tests/binarization/niblack_wodd_hodd.ref.pbm b/scribo/tests/binarization/niblack_wodd_hodd.ref.pbm new file mode 100644 index 0000000..e655f08 Binary files /dev/null and b/scribo/tests/binarization/niblack_wodd_hodd.ref.pbm differ diff --git a/scribo/tests/binarization/sauvola.cc b/scribo/tests/binarization/sauvola.cc index 99efce5..54e8bbd 100644 --- a/scribo/tests/binarization/sauvola.cc +++ b/scribo/tests/binarization/sauvola.cc @@ -39,13 +39,55 @@ int main() { using namespace mln; - image2d<value::int_u8> input; - io::pgm::load(input, MILENA_IMG_DIR "/lena.pgm"); + // even height and width + { + image2d<value::int_u8> input; + io::pgm::load(input, MILENA_IMG_DIR "/lena.pgm"); - image2d<bool> bin = scribo::binarization::sauvola(input, 101); + image2d<bool> bin = scribo::binarization::sauvola(input, 101); - image2d<bool> ref; - io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/sauvola.ref.pbm"); + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/sauvola.ref.pbm"); - mln_assertion(bin == ref); + mln_assertion(bin == ref); + } + + // even height and odd width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_wodd_heven.pgm"); + + image2d<bool> bin = scribo::binarization::sauvola(input, 101); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/sauvola_wodd_heven.ref.pbm"); + + mln_assertion(bin == ref); + } + + // odd height and even width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_weven_hodd.pgm"); + + image2d<bool> bin = scribo::binarization::sauvola(input, 101); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/sauvola_weven_hodd.ref.pbm"); + + mln_assertion(bin == ref); + } + + // odd height and width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_wodd_hodd.pgm"); + + image2d<bool> bin = scribo::binarization::sauvola(input, 101); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/sauvola_wodd_hodd.ref.pbm"); + + mln_assertion(bin == ref); + } } diff --git a/scribo/tests/binarization/sauvola_ms.cc b/scribo/tests/binarization/sauvola_ms.cc index 31d0f96..563abd1 100644 --- a/scribo/tests/binarization/sauvola_ms.cc +++ b/scribo/tests/binarization/sauvola_ms.cc @@ -30,7 +30,6 @@ #include <mln/value/int_u8.hh> #include <mln/io/pgm/load.hh> #include <mln/io/pbm/load.hh> -#include <mln/io/pbm/save.hh> #include <scribo/binarization/sauvola_ms.hh> @@ -40,14 +39,55 @@ int main() { using namespace mln; - image2d<value::int_u8> input; - io::pgm::load(input, MILENA_IMG_DIR "/lena.pgm"); + // Even height and width + { + image2d<value::int_u8> input; + io::pgm::load(input, MILENA_IMG_DIR "/lena.pgm"); - image2d<bool> bin = scribo::binarization::sauvola_ms(input, 101, 2); + image2d<bool> bin = scribo::binarization::sauvola_ms(input, 101, 2); - io::pbm::save(bin, "res.pbm"); - image2d<bool> ref; - io::pbm::load(ref, SCRIBO_TESTS_DIR "/binarization/sauvola_ms.ref.pbm"); + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "/binarization/sauvola_ms.ref.pbm"); - mln_assertion(bin == ref); + mln_assertion(bin == ref); + } + + // even height and odd width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_wodd_heven.pgm"); + + image2d<bool> bin = scribo::binarization::sauvola_ms(input, 101, 2); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/sauvola_ms_wodd_heven.ref.pbm"); + + mln_assertion(bin == ref); + } + + // odd height and even width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_weven_hodd.pgm"); + + image2d<bool> bin = scribo::binarization::sauvola_ms(input, 101, 2); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/sauvola_ms_weven_hodd.ref.pbm"); + + mln_assertion(bin == ref); + } + + // odd height and width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_wodd_hodd.pgm"); + + image2d<bool> bin = scribo::binarization::sauvola_ms(input, 101, 2); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/sauvola_ms_wodd_hodd.ref.pbm"); + + mln_assertion(bin == ref); + } } diff --git a/scribo/tests/binarization/sauvola_ms_weven_hodd.ref.pbm b/scribo/tests/binarization/sauvola_ms_weven_hodd.ref.pbm new file mode 100644 index 0000000..5ba7d7f Binary files /dev/null and b/scribo/tests/binarization/sauvola_ms_weven_hodd.ref.pbm differ diff --git a/scribo/tests/binarization/sauvola_ms_wodd_heven.ref.pbm b/scribo/tests/binarization/sauvola_ms_wodd_heven.ref.pbm new file mode 100644 index 0000000..08c56b0 Binary files /dev/null and b/scribo/tests/binarization/sauvola_ms_wodd_heven.ref.pbm differ diff --git a/scribo/tests/binarization/sauvola_ms_wodd_hodd.ref.pbm b/scribo/tests/binarization/sauvola_ms_wodd_hodd.ref.pbm new file mode 100644 index 0000000..011d959 Binary files /dev/null and b/scribo/tests/binarization/sauvola_ms_wodd_hodd.ref.pbm differ diff --git a/scribo/tests/binarization/sauvola_weven_hodd.ref.pbm b/scribo/tests/binarization/sauvola_weven_hodd.ref.pbm new file mode 100644 index 0000000..a0b2b8a Binary files /dev/null and b/scribo/tests/binarization/sauvola_weven_hodd.ref.pbm differ diff --git a/scribo/tests/binarization/sauvola_wodd_heven.ref.pbm b/scribo/tests/binarization/sauvola_wodd_heven.ref.pbm new file mode 100644 index 0000000..493ed09 Binary files /dev/null and b/scribo/tests/binarization/sauvola_wodd_heven.ref.pbm differ diff --git a/scribo/tests/binarization/sauvola_wodd_hodd.ref.pbm b/scribo/tests/binarization/sauvola_wodd_hodd.ref.pbm new file mode 100644 index 0000000..df1e345 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1 0

olena-2.0-84-g8766c50 Fix and improve sauvola_ms_debug
by Guillaume Lazzara 22 Jun '12

22 Jun '12

--- .../binarization/internal/local_threshold_core.hh | 12 +- .../binarization/internal/local_threshold_debug.hh | 1 + .../binarization/internal/sauvola_ms_functor.hh | 10 ++ scribo/scribo/binarization/sauvola_ms.hh | 23 +++- scribo/src/binarization/sauvola_ms_debug.cc | 119 +++++++++----------- 5 files changed, 90 insertions(+), 75 deletions(-) diff --git a/scribo/scribo/binarization/internal/local_threshold_core.hh b/scribo/scribo/binarization/internal/local_threshold_core.hh index 9ea81f9..7979da3 100644 --- a/scribo/scribo/binarization/internal/local_threshold_core.hh +++ b/scribo/scribo/binarization/internal/local_threshold_core.hh @@ -48,6 +48,7 @@ # include <mln/io/pgm/save.hh> # include <mln/io/pbm/save.hh> # include <mln/data/saturate.hh> +# include <mln/debug/filename.hh> # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG # include <mln/util/timer.hh> @@ -226,19 +227,20 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG if (stddev_image_output) io::pgm::save(data::saturate(value::int_u8(), debug_stddev), - stddev_image_output); + mln::debug::filename(stddev_image_output)); if (mean_image_output) io::pgm::save(data::saturate(value::int_u8(), debug_mean), - mean_image_output); + mln::debug::filename(mean_image_output)); if (threshold_image_output) io::pgm::save(data::saturate(value::int_u8(), debug_threshold), - threshold_image_output); + mln::debug::filename(threshold_image_output)); if (alpham_image_output) io::pgm::save(data::saturate(value::int_u8(), debug_alpham), - alpham_image_output); + mln::debug::filename(alpham_image_output)); if (alphacond_image_output) - io::pbm::save(debug_alphacond, alphacond_image_output); + io::pbm::save(debug_alphacond, + mln::debug::filename(alphacond_image_output)); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG trace::exiting("scribo::binarization::internal::local_threshold_core"); diff --git a/scribo/scribo/binarization/internal/local_threshold_debug.hh b/scribo/scribo/binarization/internal/local_threshold_debug.hh index f728df3..6b2263f 100644 --- a/scribo/scribo/binarization/internal/local_threshold_debug.hh +++ b/scribo/scribo/binarization/internal/local_threshold_debug.hh @@ -55,6 +55,7 @@ namespace scribo const char* stddev_image_output = 0; const char* mean_image_output = 0; const char* threshold_image_output = 0; + const char* full_threshold_image_output = 0; const char* scale_image_output = 0; const char* scale_iz_image_output = 0; diff --git a/scribo/scribo/binarization/internal/sauvola_ms_functor.hh b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh index 9a23aa4..0775f1c 100644 --- a/scribo/scribo/binarization/internal/sauvola_ms_functor.hh +++ b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh @@ -67,6 +67,10 @@ namespace scribo image2d<bool> msk; image2d<value::int_u8> t_sub; +# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG + image2d<bool> full_msk; +# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG + unsigned n_nbhs; mln::util::array<int> dp; @@ -111,6 +115,8 @@ namespace scribo initialize(msk, input); # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG + initialize(full_msk, input); + mln::extension::fill(full_msk, false); initialize(debug_mean, input); initialize(debug_stddev, input); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG @@ -137,6 +143,10 @@ namespace scribo mln::convert::from_to(formula_(mean, stddev, K_, R_), t_p); msk.element(p) = input.element(p) < t_p; +# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG + full_msk.element(p) = msk.element(p); +# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG + t_sub.element(p) = t_p; if (! msk.element(p)) { diff --git a/scribo/scribo/binarization/sauvola_ms.hh b/scribo/scribo/binarization/sauvola_ms.hh index fe9f1f0..70964ea 100644 --- a/scribo/scribo/binarization/sauvola_ms.hh +++ b/scribo/scribo/binarization/sauvola_ms.hh @@ -72,7 +72,7 @@ # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG # include <scribo/binarization/internal/local_threshold_debug.hh> # include <mln/io/pgm/save.hh> -# include <scribo/make/debug_filename.hh> +# include <mln/debug/filename.hh> # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG # include <mln/util/timer.hh> @@ -228,8 +228,11 @@ namespace scribo if (f.parent.element(p) == p) { // test over the component cardinality - f.msk.element(p) = f.card.element(p) > lambda_min - && f.card.element(p) < lambda_max; + f.msk.element(p) = f.card.element(p) > lambda_min; +// && f.card.element(p) < lambda_max; +# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG + f.full_msk.element(p) = true; +# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG if (f.msk.element(p) && e_2(sq) == 0u) { @@ -242,6 +245,9 @@ namespace scribo { // Propagation f.msk.element(p) = f.msk.element(f.parent.element(p)); +# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG + f.full_msk.element(p) = f.full_msk.element(f.parent.element(p)); +# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG if (f.msk.element(p) && e_2(sq) == 0u) { @@ -266,7 +272,10 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG if (internal::threshold_image_output) io::pbm::save(f.msk, - scribo::make::debug_filename(internal::threshold_image_output).c_str()); + mln::debug::filename(internal::threshold_image_output)); + if (internal::full_threshold_image_output) + io::pbm::save(f.full_msk, + mln::debug::filename(internal::full_threshold_image_output)); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG return f.t_sub; @@ -906,7 +915,8 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG if (internal::scale_image_output) - io::pgm::save(e_2, internal::scale_image_output); + io::pgm::save(e_2, + mln::debug::filename(internal::scale_image_output)); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG // Propagate scale values. @@ -919,7 +929,8 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG if (internal::scale_iz_image_output) - io::pgm::save(e_2, internal::scale_iz_image_output); + io::pgm::save(e_2, + mln::debug::filename(internal::scale_iz_image_output)); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG // Binarize diff --git a/scribo/src/binarization/sauvola_ms_debug.cc b/scribo/src/binarization/sauvola_ms_debug.cc index 839a3f7..63fbefe 100644 --- a/scribo/src/binarization/sauvola_ms_debug.cc +++ b/scribo/src/binarization/sauvola_ms_debug.cc @@ -32,50 +32,38 @@ #include <mln/fun/v2v/rgb_to_luma.hh> #include <scribo/binarization/sauvola_ms.hh> -#include <scribo/debug/usage.hh> +#include <scribo/debug/option_parser.hh> +#include <scribo/debug/logger.hh> -bool check_args(int argc, char * argv[]) +static const scribo::debug::arg_data arg_desc[] = { - if (argc < 3 || argc > 7) - return false; - - if (argc >= 6) - { - int s = atoi(argv[5]); - - if (s < 1 || s > 3) - { - std::cout << "s must be set to 2 or 3." - << std::endl; - return false; - } - } - - return true; -} + { "input.*", "An image." }, + { "output.pbm", "A binary image." }, + {0, 0} +}; -const char *args_desc[][2] = +// --enable/disable-<name> +static const scribo::debug::toggle_data toggle_desc[] = { - { "input.*", "An image." }, - { "out.pbm", "A binary image." }, - { "scale.pgm", "Image of scales used for binarization." }, - { "w", "Window size at scale 1. (default: 101)" }, - { "s", "First subsampling ratio (default: 3)." }, - { "k", "Sauvola's formuale parameter (default: 0.34)" }, - {0, 0} + // name, description, default value + {0, 0, false} }; -namespace scribo + +// --<name> <args> +static const scribo::debug::opt_data opt_desc[] = { - namespace binarization - { - namespace internal - { - extern image2d<value::int_u8> debug_k; - } - } -} + // name, description, arguments, check args function, number of args, default arg + { "debug-prefix", "Enable debug image outputs. Prefix image name with that " + "given prefix.", "<prefix>", 0, 1, 0 }, + { "k", "Sauvola's formulae parameter", "<value>", 0, 1, "0.34" }, + { "s", "First subsampling ratio. Possible values: 2 or 3.", "ratio", + scribo::debug::check_sauvola_first_subsampling, 1, "3" }, + { "verbose", "Enable verbose mode", 0, 0, 0, 0 }, + { "win-size", "Window size at scale 1", "<size>", 0, 1, "101" }, + {0, 0, 0, 0, 0, 0} +}; @@ -85,59 +73,62 @@ int main(int argc, char *argv[]) using namespace mln; using namespace scribo; - if (!check_args(argc, argv)) - return scribo::debug::usage(argv, - "Multi-Scale Binarization based on Sauvola's algorithm.", - "input.* output.pbm <scale.pgm> <w> <s> <k>", - args_desc); + scribo::debug::option_parser options(arg_desc, toggle_desc, opt_desc); - Magick::InitializeMagick(0); + if (!options.parse(argc, argv)) + return 1; + + // Enable debug output. + if (options.is_set("debug-prefix")) + { + scribo::debug::logger().set_filename_prefix(options.opt_value("debug-prefix").c_str()); + scribo::debug::logger().set_level(scribo::debug::All); + } + + Magick::InitializeMagick(*argv); trace::entering("main"); - // Window size - unsigned w_1; - if (argc >= 5) - w_1 = atoi(argv[4]); // Scale 1 - else - w_1 = 101u; + bool verbose = options.is_set("verbose"); + // Window size + unsigned w_1 = atoi(options.opt_value("win-size").c_str()); // First subsampling scale. - unsigned s; - if (argc >= 6) - s = atoi(argv[5]); - else - s = 3u; - - double k; - if (argc >= 7) - k = atof(argv[6]); - else - k = 0.34f; + unsigned s = atoi(options.opt_value("s").c_str()); + double k = atof(options.opt_value("k").c_str()); - if (argc >= 4) - scribo::binarization::internal::scale_image_output = argv[3]; + if (verbose) + std::cout << "Using w_1=" << w_1 << " - s=" << s + << " - k=" << k << std::endl; scribo::binarization::internal::scale_image_output = "scale_image.pgm"; scribo::binarization::internal::threshold_image_output = "threshold_image.pbm"; + scribo::binarization::internal::full_threshold_image_output = "full_threshold_image.pbm"; scribo::binarization::internal::scale_iz_image_output = "scale_iz.pgm"; // Load image2d<value::rgb8> input_1; - io::magick::load(input_1, argv[1]); - + io::magick::load(input_1, options.arg("input.*")); // Convert to Gray level image. image2d<value::int_u8> input_1_gl = data::transform(input_1, mln::fun::v2v::rgb_to_luma<value::int_u8>()); + mln::util::timer t; + t.start(); // Binarize. image2d<bool> output = scribo::binarization::sauvola_ms(input_1_gl, w_1, s, k); - io::pbm::save(output, argv[2]); + if (verbose) + { + t.stop(); + std::cout << "binarized in " << t << "s" << std::endl; + } + + io::pbm::save(output, options.arg("output.pbm")); } -- 1.7.2.5

1 0

olena-2.0-85-g4ad97fb Fix warning in Otsu related files.
by Guillaume Lazzara 22 Jun '12

22 Jun '12

--- scribo/scribo/binarization/otsu_threshold.hh | 6 +++--- scribo/scribo/binarization/sauvola_ms.hh | 23 ++++++----------------- scribo/src/binarization/otsu.cc | 1 + 3 files changed, 10 insertions(+), 20 deletions(-) diff --git a/scribo/scribo/binarization/otsu_threshold.hh b/scribo/scribo/binarization/otsu_threshold.hh index ab663d0..fa2d725 100644 --- a/scribo/scribo/binarization/otsu_threshold.hh +++ b/scribo/scribo/binarization/otsu_threshold.hh @@ -78,7 +78,7 @@ namespace scribo /* calculation of probability density */ util::array<double> pdf(hist.nvalues()); //probability distribution - for(int i = 0; i< maxval; ++i) + for(unsigned i = 0; i< maxval; ++i) pdf[i] = (double)hist[i] / nsites; @@ -89,7 +89,7 @@ namespace scribo cdf[0] = pdf[0]; myu[0] = 0.0; /* 0.0 times prob[0] equals zero */ - for(int i = 1; i < maxval; ++i) + for(unsigned i = 1; i < maxval; ++i) { cdf[i] = cdf[i-1] + pdf[i]; myu[i] = myu[i-1] + i*pdf[i]; @@ -102,7 +102,7 @@ namespace scribo double max_sigma = 0.0; util::array<double> sigma(hist.nvalues()); // inter-class variance - for(int i = 0; i < maxval - 1; ++i) + for(int i = 0; i < (maxval - 1); ++i) { if(cdf[i] != 0.0 && cdf[i] != 1.0) { diff --git a/scribo/scribo/binarization/sauvola_ms.hh b/scribo/scribo/binarization/sauvola_ms.hh index 70964ea..fe9f1f0 100644 --- a/scribo/scribo/binarization/sauvola_ms.hh +++ b/scribo/scribo/binarization/sauvola_ms.hh @@ -72,7 +72,7 @@ # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG # include <scribo/binarization/internal/local_threshold_debug.hh> # include <mln/io/pgm/save.hh> -# include <mln/debug/filename.hh> +# include <scribo/make/debug_filename.hh> # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG # include <mln/util/timer.hh> @@ -228,11 +228,8 @@ namespace scribo if (f.parent.element(p) == p) { // test over the component cardinality - f.msk.element(p) = f.card.element(p) > lambda_min; -// && f.card.element(p) < lambda_max; -# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG - f.full_msk.element(p) = true; -# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG + f.msk.element(p) = f.card.element(p) > lambda_min + && f.card.element(p) < lambda_max; if (f.msk.element(p) && e_2(sq) == 0u) { @@ -245,9 +242,6 @@ namespace scribo { // Propagation f.msk.element(p) = f.msk.element(f.parent.element(p)); -# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG - f.full_msk.element(p) = f.full_msk.element(f.parent.element(p)); -# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG if (f.msk.element(p) && e_2(sq) == 0u) { @@ -272,10 +266,7 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG if (internal::threshold_image_output) io::pbm::save(f.msk, - mln::debug::filename(internal::threshold_image_output)); - if (internal::full_threshold_image_output) - io::pbm::save(f.full_msk, - mln::debug::filename(internal::full_threshold_image_output)); + scribo::make::debug_filename(internal::threshold_image_output).c_str()); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG return f.t_sub; @@ -915,8 +906,7 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG if (internal::scale_image_output) - io::pgm::save(e_2, - mln::debug::filename(internal::scale_image_output)); + io::pgm::save(e_2, internal::scale_image_output); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG // Propagate scale values. @@ -929,8 +919,7 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG if (internal::scale_iz_image_output) - io::pgm::save(e_2, - mln::debug::filename(internal::scale_iz_image_output)); + io::pgm::save(e_2, internal::scale_iz_image_output); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG // Binarize diff --git a/scribo/src/binarization/otsu.cc b/scribo/src/binarization/otsu.cc index 7673363..ebd5da4 100644 --- a/scribo/src/binarization/otsu.cc +++ b/scribo/src/binarization/otsu.cc @@ -83,6 +83,7 @@ int main(int argc, char *argv[]) trace::entering("main"); bool verbose = options.is_set("verbose"); + (void) verbose; image2d<value::rgb8> input; io::magick::load(input, options.arg("input.*")); -- 1.7.2.5

1 0

olena-2.0-86-g4fae4c0 Use C8 neighborhood for labeling in sauvola_ms.
by Guillaume Lazzara 22 Jun '12

22 Jun '12

--- .../binarization/internal/sauvola_ms_functor.hh | 2 +- 1 files changed, 1 insertions(+), 1 deletions(-) diff --git a/scribo/scribo/binarization/internal/sauvola_ms_functor.hh b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh index 0775f1c..d72fc26 100644 --- a/scribo/scribo/binarization/internal/sauvola_ms_functor.hh +++ b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh @@ -126,7 +126,7 @@ namespace scribo initialize(card, input); data::fill(card, 1); - dp = negative_offsets_wrt(input, c4()); + dp = negative_offsets_wrt(input, c8()); n_nbhs = dp.nelements(); } -- 1.7.2.5

1 0

olena-2.0-87-g2867bcb Improve debug output for sauvola_ms.
by Guillaume Lazzara 22 Jun '12

22 Jun '12

--- scribo/scribo/binarization/sauvola_ms.hh | 19 +++++++++++++++---- 1 files changed, 15 insertions(+), 4 deletions(-) diff --git a/scribo/scribo/binarization/sauvola_ms.hh b/scribo/scribo/binarization/sauvola_ms.hh index fe9f1f0..0abef14 100644 --- a/scribo/scribo/binarization/sauvola_ms.hh +++ b/scribo/scribo/binarization/sauvola_ms.hh @@ -72,7 +72,7 @@ # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG # include <scribo/binarization/internal/local_threshold_debug.hh> # include <mln/io/pgm/save.hh> -# include <scribo/make/debug_filename.hh> +# include <mln/debug/filename.hh> # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG # include <mln/util/timer.hh> @@ -230,6 +230,9 @@ namespace scribo // test over the component cardinality f.msk.element(p) = f.card.element(p) > lambda_min && f.card.element(p) < lambda_max; +# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG + f.full_msk.element(p) = true; +# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG if (f.msk.element(p) && e_2(sq) == 0u) { @@ -242,6 +245,9 @@ namespace scribo { // Propagation f.msk.element(p) = f.msk.element(f.parent.element(p)); +# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG + f.full_msk.element(p) = f.full_msk.element(f.parent.element(p)); +# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG if (f.msk.element(p) && e_2(sq) == 0u) { @@ -266,7 +272,10 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG if (internal::threshold_image_output) io::pbm::save(f.msk, - scribo::make::debug_filename(internal::threshold_image_output).c_str()); + mln::debug::filename(internal::threshold_image_output)); + if (internal::full_threshold_image_output) + io::pbm::save(f.full_msk, + mln::debug::filename(internal::full_threshold_image_output)); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG return f.t_sub; @@ -906,7 +915,8 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG if (internal::scale_image_output) - io::pgm::save(e_2, internal::scale_image_output); + io::pgm::save(e_2, + mln::debug::filename(internal::scale_image_output)); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG // Propagate scale values. @@ -919,7 +929,8 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG if (internal::scale_iz_image_output) - io::pgm::save(e_2, internal::scale_iz_image_output); + io::pgm::save(e_2, + mln::debug::filename(internal::scale_iz_image_output)); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG // Binarize -- 1.7.2.5

1 0

olena-2.0-88-g9a341b3 backup new area thresholds.
by Guillaume Lazzara 22 Jun '12

22 Jun '12

--- scribo/scribo/binarization/sauvola_ms.hh | 37 +++++++++++++++++------------ 1 files changed, 22 insertions(+), 15 deletions(-) diff --git a/scribo/scribo/binarization/sauvola_ms.hh b/scribo/scribo/binarization/sauvola_ms.hh index 0abef14..63ea38f 100644 --- a/scribo/scribo/binarization/sauvola_ms.hh +++ b/scribo/scribo/binarization/sauvola_ms.hh @@ -156,6 +156,8 @@ namespace scribo w_local_h = w_local, w_local_w = w_local; + std::cout << "scale " <= static_cast<const unsigned>(integral_sum_sum_2.ncols())) { @@ -180,6 +182,7 @@ namespace scribo ++w_local_h; } + std::cout << "Scale " < > @@ -787,21 +790,16 @@ namespace scribo dpoint2d none(0, 0); - unsigned lambda_min_1 = w_1 / 2; - // Number of subscales. unsigned nb_subscale = 3; // Window size. - unsigned w_work = w_1 / s; // Scale 2 + unsigned w_work = w_1 * s; // Scale 2 // Subscale step. unsigned q = 2; - unsigned lambda_min_2 = lambda_min_1 / s; - unsigned lambda_max_2 = lambda_min_2 * q; - mln::util::array t_ima; @@ -869,13 +867,23 @@ namespace scribo initialize(e_2, sub_ima[2]); data::fill(e_2, 0u); + // Computing optimal object area for each scale. + unsigned w_1_sq = w_1 * w_1; + unsigned q_2 = std::pow(float(q), float(2)); + unsigned min_area = (5 * w_1_sq) / (4 * q_2); + unsigned max_area = (w_1_sq + (q_2) * w_1_sq) / 4; + + + // mln::util::array<unsigned> area(sub_ima.size(), 0); + // area[2] = s * s * w_1 * w_1; + // for (unsigned i = 3; i < area.nelements(); ++i) + // area[i] = std::pow(float(q), float(i * 2 - 4)) * area[2]; + // Highest scale -> no maximum component size. { int i = sub_ima.size() - 1; - // Cast to float is needed on MacOS X. - unsigned ratio = unsigned(std::pow(float(q), float(i - 2))); // Ratio compared to e_2 t_ima[i] = internal::compute_t_n_and_e_2(sub_ima[i], e_2, - lambda_min_2 / ratio, + min_area, mln_max(unsigned), s, q, i, w_work, @@ -887,11 +895,9 @@ namespace scribo { for (int i = sub_ima.size() - 2; i > 2; --i) { - // Cast to float is needed on MacOS X. - unsigned ratio = unsigned(std::pow(float(q), float(i - 2))); // Ratio compared to e_2 t_ima[i] = internal::compute_t_n_and_e_2(sub_ima[i], e_2, - lambda_min_2 / ratio, - lambda_max_2 / ratio, + min_area, + max_area, s, q, i, w_work, integral_sum_sum_2, @@ -901,8 +907,9 @@ namespace scribo // Lowest scale -> no minimum component size. { - t_ima[2] = internal::compute_t_n_and_e_2(sub_ima[2], e_2, 0, - lambda_max_2, + t_ima[2] = internal::compute_t_n_and_e_2(sub_ima[2], e_2, + 0, + max_area, s, 1, 2, w_work, integral_sum_sum_2, K); -- 1.7.2.5

1 0

olena-2.0-89-g4aaafbb backup
by Guillaume Lazzara 22 Jun '12

22 Jun '12

--- .../{pgm_color_diff.cc => pbm_color_diff.cc} | 17 +++-- scribo/sandbox/z/sauvola_ms_rv/pgm_color_diff.cc | 2 +- .../binarization/internal/local_threshold_debug.hh | 3 + .../binarization/internal/sauvola_ms_functor.hh | 55 ++++++++++++++++- scribo/scribo/binarization/sauvola_ms.hh | 63 +++++++++++++++++--- scribo/src/binarization/sauvola_ms_debug.cc | 1 + 6 files changed, 122 insertions(+), 19 deletions(-) copy scribo/sandbox/z/sauvola_ms_rv/{pgm_color_diff.cc => pbm_color_diff.cc} (72%) diff --git a/scribo/sandbox/z/sauvola_ms_rv/pgm_color_diff.cc b/scribo/sandbox/z/sauvola_ms_rv/pbm_color_diff.cc similarity index 72% copy from scribo/sandbox/z/sauvola_ms_rv/pgm_color_diff.cc copy to scribo/sandbox/z/sauvola_ms_rv/pbm_color_diff.cc index 7474c46..b49f40b 100644 --- a/scribo/sandbox/z/sauvola_ms_rv/pgm_color_diff.cc +++ b/scribo/sandbox/z/sauvola_ms_rv/pbm_color_diff.cc @@ -2,10 +2,11 @@ #include <mln/core/image/image2d.hh> #include <mln/value/rgb8.hh> #include <mln/value/int_u8.hh> -#include <mln/io/pgm/load.hh> +#include <mln/io/pbm/load.hh> #include <mln/io/ppm/save.hh> #include <mln/data/transform.hh> #include <mln/arith/minus.hh> +#include <mln/data/convert.hh> namespace mln { @@ -21,7 +22,7 @@ namespace mln int v_d2 = std::abs(v / 2); if (v >= -threshold_ && v <= threshold_) - return value::rgb8(255, 255, 255); + return value::rgb8(0, 0, 0); else if (v > threshold_) return value::rgb8(v_d2, 128 + v_d2, v_d2); else @@ -42,16 +43,18 @@ int main(int argc, char *argv[]) if (argc != 5) { - std::cout << "Usage: " << argv[0] << " in.pgm ref.pgm threshold out.ppm" << std::endl; + std::cout << "Usage: " << argv[0] << " in.pbm ref.pbm threshold out.ppm" << std::endl; return 1; } - image2d<value::int_u8> input, ref; + image2d<bool> input, ref; - io::pgm::load(input, argv[1]); - io::pgm::load(ref, argv[2]); + io::pbm::load(input, argv[1]); + io::pbm::load(ref, argv[2]); - image2d<int> diff = input - ref; + image2d<int> + diff = data::convert(value::int_u8(), input) + - data::convert(value::int_u8(), ref); color_diff f(atoi(argv[3])); image2d<value::rgb8> result = data::transform(diff, f); diff --git a/scribo/sandbox/z/sauvola_ms_rv/pgm_color_diff.cc b/scribo/sandbox/z/sauvola_ms_rv/pgm_color_diff.cc index 7474c46..d9c677a 100644 --- a/scribo/sandbox/z/sauvola_ms_rv/pgm_color_diff.cc +++ b/scribo/sandbox/z/sauvola_ms_rv/pgm_color_diff.cc @@ -21,7 +21,7 @@ namespace mln int v_d2 = std::abs(v / 2); if (v >= -threshold_ && v <= threshold_) - return value::rgb8(255, 255, 255); + return value::rgb8(0, 0, 0); else if (v > threshold_) return value::rgb8(v_d2, 128 + v_d2, v_d2); else diff --git a/scribo/scribo/binarization/internal/local_threshold_debug.hh b/scribo/scribo/binarization/internal/local_threshold_debug.hh index 6b2263f..46503f6 100644 --- a/scribo/scribo/binarization/internal/local_threshold_debug.hh +++ b/scribo/scribo/binarization/internal/local_threshold_debug.hh @@ -56,6 +56,7 @@ namespace scribo const char* mean_image_output = 0; const char* threshold_image_output = 0; const char* full_threshold_image_output = 0; + const char * scale_proba_output = 0; const char* scale_image_output = 0; const char* scale_iz_image_output = 0; @@ -68,6 +69,8 @@ namespace scribo image2d<double> debug_mean; image2d<double> debug_threshold; + image3d<double> debug_scale_proba; + image2d<double> debug_alpham; image2d<bool> debug_alphacond; diff --git a/scribo/scribo/binarization/internal/sauvola_ms_functor.hh b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh index d72fc26..d0e6200 100644 --- a/scribo/scribo/binarization/internal/sauvola_ms_functor.hh +++ b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh @@ -43,6 +43,7 @@ # include <scribo/binarization/internal/local_threshold_debug.hh> # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG +#include <mln/value/int_u8.hh> namespace scribo { @@ -60,6 +61,11 @@ namespace scribo struct sauvola_ms_functor { const I& input; + + const image2d<value::int_u8>& e_2; + unsigned i; + unsigned q; + mln_fwd_pixter(const I) pxl; double res; image2d<unsigned> parent; @@ -79,7 +85,7 @@ namespace scribo sauvola_formula formula_; - sauvola_ms_functor(const I& input, double K, double R); + sauvola_ms_functor(const I& input, double K, double R, const image2d<value::int_u8>&e_2, unsigned i, unsigned q); void exec(double mean, double stddev); void end_of_row(int row); @@ -101,8 +107,11 @@ namespace scribo template <typename I> - sauvola_ms_functor::sauvola_ms_functor(const I& input, double K, double R) + sauvola_ms_functor::sauvola_ms_functor(const I& input, double K, double R, const image2d<value::int_u8>&e_2, unsigned i, unsigned q) : input(input), + e_2(e_2), + i(i), + q(q), pxl(input), K_(K), R_(R) @@ -142,7 +151,49 @@ namespace scribo value::int_u8 t_p; mln::convert::from_to(formula_(mean, stddev, K_, R_), t_p); + // point2d pi = input.point_at_index(p); + // pi.row() *= std::pow(q, i - 2); + // pi.col() *= std::pow(q, i - 2); + + // point2d pi_up = pi; + // pi_up.row() -= std::pow(q, i - 2); + + // point2d pi_up_left = pi; + // pi_up_left.row() -= std::pow(q, i - 2); + // pi_up_left.col() -= std::pow(q, i - 2); + + // point2d pi_up_right = pi; + // pi_up_right.row() -= std::pow(q, i - 2); + // pi_up_right.col() += std::pow(q, i - 2); + + // point2d pi_down = pi; + // pi_down.row() += std::pow(q, i - 2); + + // point2d pi_down_left = pi; + // pi_down_left.row() += std::pow(q, i - 2); + // pi_down_left.col() -= std::pow(q, i - 2); + + // point2d pi_down_right = pi; + // pi_down_right.row() += std::pow(q, i - 2); + // pi_down_right.col() += std::pow(q, i - 2); + + // point2d pi_left = pi; + // pi_left.col() -= std::pow(q, i - 2); + + // point2d pi_right = pi; + // pi_right.col() += std::pow(q, i - 2); + + + + + +// if (e_2(pi) != 0) // Already retrieved from another scale. +// // || e_2(pi_up) != 0 || e_2(pi_down) != 0 || e_2(pi_left) != 0 || e_2(pi_right) != 0 +// // || e_2(pi_up_left) != 0 || e_2(pi_up_right) != 0 || e_2(pi_down_left) != 0 || e_2(pi_down_right) != 0) +// msk.element(p) = false; +// else msk.element(p) = input.element(p) < t_p; + # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG full_msk.element(p) = msk.element(p); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG diff --git a/scribo/scribo/binarization/sauvola_ms.hh b/scribo/scribo/binarization/sauvola_ms.hh index 63ea38f..e6297bd 100644 --- a/scribo/scribo/binarization/sauvola_ms.hh +++ b/scribo/scribo/binarization/sauvola_ms.hh @@ -72,6 +72,7 @@ # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG # include <scribo/binarization/internal/local_threshold_debug.hh> # include <mln/io/pgm/save.hh> +# include <mln/io/dump/save.hh> # include <mln/debug/filename.hh> # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG @@ -186,13 +187,15 @@ namespace scribo // 1st pass scribo::binarization::internal::sauvola_ms_functor< image2d<int_u8> > - f(sub, K, SCRIBO_DEFAULT_SAUVOLA_R); + f(sub, K, SCRIBO_DEFAULT_SAUVOLA_R, e_2, i, q); scribo::canvas::integral_browsing(integral_sum_sum_2, ratio, w_local_w, w_local_h, s, f); + std::cout << " i = " < ptr(ratio); @@ -235,6 +238,10 @@ namespace scribo && f.card.element(p) < lambda_max; # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG f.full_msk.element(p) = true; + + for (unsigned l = 0; l < ratio; ++l) + for (unsigned k = 0; k < ratio; ++k) + debug_scale_proba(point3d(i - 2, sq.row() + l, sq.col() + k)) = f.card.element(p); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG if (f.msk.element(p) && e_2(sq) == 0u) @@ -250,6 +257,13 @@ namespace scribo f.msk.element(p) = f.msk.element(f.parent.element(p)); # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG f.full_msk.element(p) = f.full_msk.element(f.parent.element(p)); + + point2d sqp = f.parent.point_at_index(f.parent.element(p)) * ratio; + unsigned v = debug_scale_proba(point3d(i - 2, sqp.row(), sqp.col())); + + for (unsigned l = 0; l < ratio; ++l) + for (unsigned k = 0; k < ratio; ++k) + debug_scale_proba(point3d(i - 2, sq.row() + l, sq.col() + k)) = v; # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG if (f.msk.element(p) && e_2(sq) == 0u) @@ -868,10 +882,10 @@ namespace scribo data::fill(e_2, 0u); // Computing optimal object area for each scale. - unsigned w_1_sq = w_1 * w_1; - unsigned q_2 = std::pow(float(q), float(2)); - unsigned min_area = (5 * w_1_sq) / (4 * q_2); - unsigned max_area = (w_1_sq + (q_2) * w_1_sq) / 4; + // unsigned w_1_sq = w_1 * w_1; + // unsigned q_2 = std::pow(float(q), float(2)); + // unsigned min_area = (5 * w_1_sq) / (4 * q_2); + // unsigned max_area = (w_1_sq + (q_2) * w_1_sq) / 4; // mln::util::array<unsigned> area(sub_ima.size(), 0); @@ -879,11 +893,33 @@ namespace scribo // for (unsigned i = 3; i < area.nelements(); ++i) // area[i] = std::pow(float(q), float(i * 2 - 4)) * area[2]; + mln::util::array<unsigned> win_w(sub_ima.size(), 0); + win_w[2] = s * w_1; + for (unsigned i = 3; i < win_w.nelements(); ++i) + { + win_w[i] = q * win_w[i - 1]; + if (!(win_w[i] % 2)) + ++win_w[i]; + } + + float coeff = 1.4; + + +# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG + internal::debug_scale_proba = image3d<double>(3, + integral_sum_sum_2.nrows(), + integral_sum_sum_2.ncols(), + integral_sum_sum_2.border()); +# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG + + // Highest scale -> no maximum component size. { int i = sub_ima.size() - 1; t_ima[i] = internal::compute_t_n_and_e_2(sub_ima[i], e_2, - min_area, +// (8096 / 144) / coeff, +// 44 / coeff, + win_w[i] / 3 / coeff, mln_max(unsigned), s, q, i, w_work, @@ -896,8 +932,12 @@ namespace scribo for (int i = sub_ima.size() - 2; i > 2; --i) { t_ima[i] = internal::compute_t_n_and_e_2(sub_ima[i], e_2, - min_area, - max_area, +// 22 / coeff, +// 201 * coeff, + win_w[i] / 3 / coeff, + win_w[i] * 3 * coeff, +// (810 / 36) / coeff, +// (8096 / 36) * coeff, s, q, i, w_work, integral_sum_sum_2, @@ -909,7 +949,9 @@ namespace scribo { t_ima[2] = internal::compute_t_n_and_e_2(sub_ima[2], e_2, 0, - max_area, +// 99 * coeff, + win_w[2] * 3 * coeff, +// (810 / 9) * coeff, s, 1, 2, w_work, integral_sum_sum_2, K); @@ -938,6 +980,9 @@ namespace scribo if (internal::scale_iz_image_output) io::pgm::save(e_2, mln::debug::filename(internal::scale_iz_image_output)); + if (internal::scale_proba_output) + io::dump::save(internal::debug_scale_proba, + mln::debug::filename(internal::scale_proba_output)); # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG // Binarize diff --git a/scribo/src/binarization/sauvola_ms_debug.cc b/scribo/src/binarization/sauvola_ms_debug.cc index 63fbefe..c04e58b 100644 --- a/scribo/src/binarization/sauvola_ms_debug.cc +++ b/scribo/src/binarization/sauvola_ms_debug.cc @@ -105,6 +105,7 @@ int main(int argc, char *argv[]) scribo::binarization::internal::threshold_image_output = "threshold_image.pbm"; scribo::binarization::internal::full_threshold_image_output = "full_threshold_image.pbm"; scribo::binarization::internal::scale_iz_image_output = "scale_iz.pgm"; + scribo::binarization::internal::scale_proba_output = "scale_proba.dump"; // Load image2d<value::rgb8> input_1; -- 1.7.2.5

1 0

olena-2.0-90-g5ef0358 Add Wolf's binarization algorithm.
by Guillaume Lazzara 22 Jun '12

22 Jun '12

* scribo/binarization/internal/wolf_formula.hh, * scribo/binarization/internal/wolf_functor.hh, * scribo/binarization/wolf.hh, * scribo/util/integral_sum_sum2_global_min_functor.hh, * src/binarization/wolf.cc, * tests/binarization/wolf.cc, * tests/binarization/wolf.ref.pbm, * tests/binarization/wolf_weven_hodd.ref.pbm, * tests/binarization/wolf_wodd_heven.ref.pbm, * tests/binarization/wolf_wodd_hodd.ref.pbm: New. * src/binarization/Makefile.am, * tests/binarization/Makefile.am: Add new target. --- .../scribo/binarization/internal/wolf_formula.hh | 95 ++++++++++ .../scribo/binarization/internal/wolf_functor.hh | 176 +++++++++++++++++ scribo/scribo/binarization/wolf.hh | 197 ++++++++++++++++++++ .../util/integral_sum_sum2_global_min_functor.hh | 156 ++++++++++++++++ scribo/src/binarization/Makefile.am | 9 +- scribo/src/binarization/wolf.cc | 107 +++++++++++ scribo/tests/binarization/Makefile.am | 19 ++- scribo/tests/binarization/wolf.cc | 93 +++++++++ scribo/tests/binarization/wolf.ref.pbm | Bin 0 -> 32884 bytes scribo/tests/binarization/wolf_weven_hodd.ref.pbm | Bin 0 -> 32820 bytes scribo/tests/binarization/wolf_wodd_heven.ref.pbm | Bin 0 -> 32884 bytes scribo/tests/binarization/wolf_wodd_hodd.ref.pbm | Bin 0 -> 32820 bytes 12 files changed, 849 insertions(+), 3 deletions(-) create mode 100644 scribo/scribo/binarization/internal/wolf_formula.hh create mode 100644 scribo/scribo/binarization/internal/wolf_functor.hh create mode 100644 scribo/scribo/binarization/wolf.hh create mode 100644 scribo/scribo/util/integral_sum_sum2_global_min_functor.hh create mode 100644 scribo/src/binarization/wolf.cc create mode 100644 scribo/tests/binarization/wolf.cc create mode 100644 scribo/tests/binarization/wolf.ref.pbm create mode 100644 scribo/tests/binarization/wolf_weven_hodd.ref.pbm create mode 100644 scribo/tests/binarization/wolf_wodd_heven.ref.pbm create mode 100644 scribo/tests/binarization/wolf_wodd_hodd.ref.pbm diff --git a/scribo/scribo/binarization/internal/wolf_formula.hh b/scribo/scribo/binarization/internal/wolf_formula.hh new file mode 100644 index 0000000..a3084a7 --- /dev/null +++ b/scribo/scribo/binarization/internal/wolf_formula.hh @@ -0,0 +1,95 @@ +// Copyright (C) 2012 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. + +#ifndef SCRIBO_BINARIZATION_INTERNAL_WOLF_FORMULA_HH +# define SCRIBO_BINARIZATION_INTERNAL_WOLF_FORMULA_HH + + +/// \file +/// +/// \brief Routines computing a threshold using Wolf's binarization +/// formula. + + +// Setup default Wolf's formula parameters values. +// These macros may be used in other variant of Wolf's algorithms. +// +// Values are set according to the following reference: <FIXME> + +# define SCRIBO_DEFAULT_WOLF_K 0.34 + + +#include <mln/core/alias/point2d.hh> + +namespace scribo +{ + + namespace binarization + { + + namespace internal + { + + using namespace mln; + + template <typename V> + struct wolf_formula + { + + /*! \brief Compute a threshold using Wolf's formula. + + \todo doc! + + \return A threshold. + */ + double operator()(const double m_x_y, const double s_x_y, + const double K, const double global_max_stddev, + const V& global_min) const; + + }; + + +# ifndef MLN_INCLUDE_ONLY + + + template <typename V> + inline + double + wolf_formula<V>::operator()(const double m_x_y, const double s_x_y, + const double K, const double global_max_stddev, + const V& global_min) const + { + return m_x_y - K * (1 - s_x_y / global_max_stddev) * (m_x_y - global_min); + } + +# endif // ! MLN_INCLUDE_ONLY + + } // end of namespace scribo::binarization::internal + + } // end of namespace scribo::binarization + +} // end of namespace scribo + +#endif // ! SCRIBO_BINARIZATION_INTERNAL_WOLF_FORMULA_HH diff --git a/scribo/scribo/binarization/internal/wolf_functor.hh b/scribo/scribo/binarization/internal/wolf_functor.hh new file mode 100644 index 0000000..d394c21 --- /dev/null +++ b/scribo/scribo/binarization/internal/wolf_functor.hh @@ -0,0 +1,176 @@ +// Copyright (C) 2012 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. + +#ifndef SCRIBO_BINARIZATION_INTERNAL_WOLF_FUNCTOR_HH +# define SCRIBO_BINARIZATION_INTERNAL_WOLF_FUNCTOR_HH + +/// \file +/// +/// + +# include <mln/core/image/image2d.hh> +# include <mln/core/alias/neighb2d.hh> +# include <mln/extension/fill.hh> + +# include <scribo/binarization/internal/wolf_formula.hh> + +# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG +# include <scribo/binarization/internal/local_threshold_debug.hh> +# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG + + +namespace scribo +{ + + namespace binarization + { + + namespace internal + { + + using namespace mln; + + + template <typename I> + struct wolf_functor + { + typedef mln_value(I) V; + + wolf_functor(const Image& input, double K, + const mln_value(I)& global_min, + double global_max_stddev); + + // Run every 4 pixels. + void exec(double mean, double stddev); + + void end_of_row(int); + + void finalize(); + + + const I input; + mln_ch_value(I,bool) output; + + const mln_value(I)* pi; + bool* po; + + double K_; + + V global_min_; + double global_max_stddev_; + + scribo::binarization::internal::wolf_formula<V> formula_; + + int step_; + unsigned next_line3; + unsigned offset1; + unsigned offset2; + }; + +#ifndef MLN_INCLUDE_ONLY + + template <typename I> + wolf_functor::wolf_functor(const Image& input_, + double K, + const mln_value(I)& global_min, + double global_max_stddev) + : input(exact(input_)), + pi(&input(input.domain().pmin())), + K_(K), + global_min_(global_min), + global_max_stddev_(global_max_stddev) + { + step_ = 3; + + // Since we iterate from a smaller image in the largest ones + // and image at scale 1 does not always have a size which can + // be divided by 3, some sites in the border may not be + // processed and we must skip them. + int more_offset = - (3 - input.ncols() % 3); + if (more_offset == - 3) + more_offset = 0; // No offset needed. + + next_line3 = input.delta_index(dpoint2d(+2,0)) + + 2 * input.border() + more_offset; + + offset1 = input.delta_index(dpoint2d(+1,0)); + offset2 = input.delta_index(dpoint2d(+2,0)); + + initialize(output, input); + po = &output(output.domain().pmin()); + } + + template <typename I> + void + wolf_functor::exec(double mean, double stddev) + { + double th = formula_(mean, stddev, K_, + global_max_stddev_, global_min_); + + for (int i = 0; i < step_; ++i, ++po, ++pi) + { + *po = (*pi <= th); + *(po + offset1) = (*(pi + offset1) <= th); + *(po + offset2) = (*(pi + offset2) <= th); + } + +# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG + // Store local mean + unsigned index = pi - input.buffer(); + + debug_mean.element(index) = mean * mean_debug_factor; + debug_stddev.element(index) = stddev * stddev_debug_factor; + debug_threshold.element(index) = th; + + double alpha = K_ * (1 - stddev / R_); + debug_alpham.element(index) = alpha * mean * alpham_debug_factor; + debug_alphacond.element(index) = (stddev < (alpha * mean / 2.)); +# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG + + } + + template <typename I> + void + wolf_functor::end_of_row(int) + { + po += next_line3; + pi += next_line3; + } + + template <typename I> + void + wolf_functor::finalize() + { + } + +#endif // ! MLN_INCLUDE_ONLY + + } // end of namespace scribo::binarization::internal + + } // end of namespace scribo::binarization + +} // end of namespace scribo + +#endif // SCRIBO_BINARIZATION_INTERNAL_WOLF_FUNCTOR_HH diff --git a/scribo/scribo/binarization/wolf.hh b/scribo/scribo/binarization/wolf.hh new file mode 100644 index 0000000..25b4531 --- /dev/null +++ b/scribo/scribo/binarization/wolf.hh @@ -0,0 +1,197 @@ +// Copyright (C) 2012 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. + +#ifndef SCRIBO_BINARIZATION_WOLF_HH +# define SCRIBO_BINARIZATION_WOLF_HH + +/// \file +/// +/// + +# include <mln/core/concept/image.hh> +# include <scribo/binarization/internal/wolf_functor.hh> +# include <scribo/binarization/internal/local_threshold_core.hh> +# include <scribo/util/integral_sum_sum2_global_min_functor.hh> + +namespace scribo +{ + + namespace binarization + { + + using namespace mln; + + + /*! \brief Convert an image into a binary image. + + \input[in] input An image. + \input[in] window_size The window size. + \input[in] K Wolf's formulae constant. + + \return A binary image. + + This implementation is based on article "Text Localization, + Enhancement and Binarization in Multimedia Documents", Christian + Wolf, Jean-Michel Jolion, Françoise Chassaing, ICPR 2002. + + */ + template <typename I> + mln_ch_value(I, bool) + wolf(const Image& input, unsigned window_size, double K); + + + + /*! \brief Convert an image into a binary image. + + Wolf's formulae constant K is set to 0.34. + + \input[in] input An image. + \input[in] window_size The window size. + + \return A binary image. + + */ + template <typename I> + mln_ch_value(I, bool) + wolf(const Image& input, unsigned window_size); + + + /// \overload + /// The window size is set to 11. + // + template <typename I> + mln_ch_value(I, bool) + wolf(const Image& input); + + +# ifndef MLN_INCLUDE_ONLY + + namespace internal + { + + template <typename I> + struct global_max_stddev + { + global_max_stddev() + : max_stddev(0) + { + } + + // Run every 4 pixels. + void exec(double mean, double stddev) + { + (void) mean; + if (max_stddev < stddev) + max_stddev = stddev; + } + + void end_of_row(int) + { + } + + void finalize() + { + } + + double max_stddev; + }; + + } // end of namespace scribo::binarization::internal + + + // Facades + + template <typename I> + mln_ch_value(I, bool) + wolf(const Image& input, unsigned window_size, double K) + { + trace::entering("scribo::binarization::wolf"); + + mln_precondition(exact(input).is_valid()); + + + // Make sure the image sizes are a multiple of 3 in each + // dimension. (browsing while binarizing relies on that + // property). + mln::util::array<mln::util::couple<box2d, unsigned> > + sub_domains = scribo::util::compute_sub_domains(input, 1, 3); + + border::adjust(input, sub_domains(1).second()); + border::mirror(input); + + scribo::util::integral_sum_sum2_global_min_functor<value::int_u8, double> fi; + image2d<mln::util::couple<double,double> > + integral = scribo::util::init_integral_image(input, 3, fi, + sub_domains[2].first(), + sub_domains[2].second()); + + window_size /= 3; + if (window_size % 2) + window_size += 2; + else + window_size += 1; + + + // Compute max(stddev) of all windows. + internal::global_max_stddev f_max_stddev; + scribo::canvas::integral_browsing(integral, 1, window_size, + window_size, 3, f_max_stddev); + + // Binarize ! + internal::wolf_functor + f(input, K, fi.global_min(), f_max_stddev.max_stddev); + scribo::canvas::integral_browsing(integral, 1, window_size, + window_size, 3, f); + + trace::exiting("scribo::binarization::wolf"); + return f.output; + } + + + template <typename I> + mln_ch_value(I, bool) + wolf(const Image& input, unsigned window_size) + { + return wolf(input, window_size, SCRIBO_DEFAULT_WOLF_K); + } + + + template <typename I> + mln_ch_value(I, bool) + wolf(const Image& input) + { + return wolf(input, 11); + } + + +# endif // ! MLN_INCLUDE_ONLY + + + } // end of namespace scribo::binarization + +} // end of namespace scribo + + +#endif // ! SCRIBO_BINARIZATION_WOLF_HH diff --git a/scribo/scribo/util/integral_sum_sum2_global_min_functor.hh b/scribo/scribo/util/integral_sum_sum2_global_min_functor.hh new file mode 100644 index 0000000..20a61c0 --- /dev/null +++ b/scribo/scribo/util/integral_sum_sum2_global_min_functor.hh @@ -0,0 +1,156 @@ +// Copyright (C) 2012 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. + +#ifndef SCRIBO_UTIL_INTEGRAL_SUM_SUM2_GLOBAL_MIN_FUNCTOR_HH +# define SCRIBO_UTIL_INTEGRAL_SUM_SUM2_GLOBAL_MIN_FUNCTOR_HH + +/// \file +/// +/// + +# include <mln/util/couple.hh> + +namespace scribo +{ + + namespace util + { + + template <typename V, typename S = mln_sum(V)> + class integral_sum_sum2_global_min_functor + { + public: + typedef mln::util::couple<S, S> result; + + void begin_of_first_row(); + void begin_of_row(); + void end_of_row(); + + void begin_of_col(); + void end_of_col(); + + + void take(const V& v); + + result to_result_first_row() const; + result to_result(const result& up_result) const; + + const V& global_min() const; + + private: + S h_sum_; + S h_sum_2_; + + V global_min_; + }; + + +# ifndef MLN_INCLUDE_ONLY + + template <typename V, typename S> + inline + void + integral_sum_sum2_global_min_functor<V,S>::begin_of_first_row() + { + h_sum_ = 0; + h_sum_2_ = 0; + global_min_ = 0; + } + + template <typename V, typename S> + inline + void + integral_sum_sum2_global_min_functor<V,S>::begin_of_row() + { + h_sum_ = 0; + h_sum_2_ = 0; + } + + template <typename V, typename S> + inline + void + integral_sum_sum2_global_min_functor<V,S>::take(const V& v) + { + if (global_min_ > v) + global_min_ = v; + + h_sum_ += v; + h_sum_2_ += v * v; + } + + template <typename V, typename S> + inline + typename integral_sum_sum2_global_min_functor<V,S>::result + integral_sum_sum2_global_min_functor<V,S>::to_result_first_row() const + { + return result(h_sum_, h_sum_2_); + } + + template <typename V, typename S> + inline + typename integral_sum_sum2_global_min_functor<V,S>::result + integral_sum_sum2_global_min_functor<V,S>::to_result(const result& up_result) const + { + return result(h_sum_ + up_result.first(), + h_sum_2_ + up_result.second()); + } + + template <typename V, typename S> + inline + const V& + integral_sum_sum2_global_min_functor<V,S>::global_min() const + { + return global_min_; + } + + template <typename V, typename S> + inline + void + integral_sum_sum2_global_min_functor<V,S>::begin_of_col() + { + } + + template <typename V, typename S> + inline + void + integral_sum_sum2_global_min_functor<V,S>::end_of_col() + { + } + + + template <typename V, typename S> + inline + void + integral_sum_sum2_global_min_functor<V,S>::end_of_row() + { + } + +#endif // ! MLN_INCLUDE_ONLY + + } // end of namespace scribo::util + +} // end of namespace scribo + +#endif // ! SCRIBO_UTIL_INTEGRAL_SUM_SUM2_GLOBAL_MIN_FUNCTOR_HH diff --git a/scribo/src/binarization/Makefile.am b/scribo/src/binarization/Makefile.am index a0a4378..68b83dc 100644 --- a/scribo/src/binarization/Makefile.am +++ b/scribo/src/binarization/Makefile.am @@ -35,7 +35,8 @@ if HAVE_MAGICKXX sauvola \ sauvola_ms \ sauvola_ms_fg \ - sauvola_ms_split + sauvola_ms_split \ + wolf global_threshold_SOURCES = global_threshold.cc @@ -70,6 +71,12 @@ if HAVE_MAGICKXX sauvola_LDFLAGS = $(AM_LDFLAGS) \ $(MAGICKXX_LDFLAGS) + wolf_SOURCES = wolf.cc + wolf_CPPFLAGS = $(AM_CPPFLAGS) \ + $(MAGICKXX_CPPFLAGS) + wolf_LDFLAGS = $(AM_LDFLAGS) \ + $(MAGICKXX_LDFLAGS) + sauvola_debug_SOURCES = sauvola_debug.cc sauvola_debug_CPPFLAGS = $(AM_CPPFLAGS) \ -DSCRIBO_LOCAL_THRESHOLD_DEBUG \ diff --git a/scribo/src/binarization/wolf.cc b/scribo/src/binarization/wolf.cc new file mode 100644 index 0000000..c481e09 --- /dev/null +++ b/scribo/src/binarization/wolf.cc @@ -0,0 +1,107 @@ +// Copyright (C) 2009, 2010, 2011 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 <mln/core/image/image2d.hh> +#include <mln/value/int_u8.hh> +#include <mln/io/magick/load.hh> +#include <mln/io/pbm/save.hh> +#include <mln/data/transform.hh> +#include <mln/fun/v2v/rgb_to_luma.hh> + +#include <scribo/binarization/wolf.hh> +#include <scribo/debug/option_parser.hh> +#include <scribo/debug/logger.hh> + +static const scribo::debug::arg_data arg_desc[] = +{ + { "input.*", "An image." }, + { "output.pbm", "A binary image." }, + {0, 0} +}; + + +// --enable/disable-<name> +static const scribo::debug::toggle_data toggle_desc[] = +{ + // name, description, default value + {0, 0, false} +}; + + +// --<name> <args> +static const scribo::debug::opt_data opt_desc[] = +{ + // name, description, arguments, check args function, number of args, default arg + { "debug-prefix", "Enable debug image outputs. Prefix image name with that " + "given prefix.", "<prefix>", 0, 1, 0 }, + { "k", "Wolf's formulae parameter", "<value>", 0, 1, "0.34" }, + { "verbose", "Enable verbose mode", 0, 0, 0, 0 }, + { "win-size", "Window size", "<size>", 0, 1, "101" }, + {0, 0, 0, 0, 0, 0} +}; + + + +int main(int argc, char *argv[]) +{ + using namespace mln; + + scribo::debug::option_parser options(arg_desc, toggle_desc, opt_desc); + + if (!options.parse(argc, argv)) + return 1; + + // Enable debug output. + if (options.is_set("debug-prefix")) + { + scribo::debug::logger().set_filename_prefix(options.opt_value("debug-prefix").c_str()); + scribo::debug::logger().set_level(scribo::debug::All); + } + + Magick::InitializeMagick(*argv); + + trace::entering("main"); + + bool verbose = options.is_set("verbose"); + unsigned w = atoi(options.opt_value("win-size").c_str()); + double k = atof(options.opt_value("k").c_str()); + + if (verbose) + std::cout << "Using w=" << w << " and k=" << k << std::endl; + + image2d<value::rgb8> input; + io::magick::load(input, options.arg("input.*")); + + // Convert to Gray level image. + image2d<value::int_u8> + input_1_gl = data::transform(input, mln::fun::v2v::rgb_to_luma<value::int_u8>()); + + image2d<bool> out = scribo::binarization::wolf(input_1_gl, w, k); + + io::pbm::save(out, options.arg("output.pbm")); + + trace::exiting("main"); +} diff --git a/scribo/tests/binarization/Makefile.am b/scribo/tests/binarization/Makefile.am index a2962bb..bac5a24 100644 --- a/scribo/tests/binarization/Makefile.am +++ b/scribo/tests/binarization/Makefile.am @@ -22,9 +22,22 @@ include $(top_srcdir)/scribo/tests/tests.mk EXTRA_DIST = \ niblack.res.pbm \ + niblack_wodd_heven.ref.pbm \ + niblack_weven_hodd.ref.pbm \ + niblack_wodd_hodd.ref.pbm \ sauvola_ms.ref.pbm \ + sauvola_ms_wodd_heven.ref.pbm \ + sauvola_ms_weven_hodd.ref.pbm \ + sauvola_ms_wodd_hodd.ref.pbm \ sauvola.ref.pbm \ - otsu.ref.pbm + sauvola_wodd_heven.ref.pbm \ + sauvola_weven_hodd.ref.pbm \ + sauvola_wodd_hodd.ref.pbm \ + otsu.ref.pbm \ + wolf.ref.pbm \ + wolf_wodd_heven.ref.pbm \ + wolf_weven_hodd.ref.pbm \ + wolf_wodd_hodd.ref.pbm check_PROGRAMS = \ global_threshold \ @@ -32,7 +45,8 @@ check_PROGRAMS = \ niblack \ otsu \ sauvola \ - sauvola_ms + sauvola_ms \ + wolf global_threshold_SOURCES = global_threshold.cc @@ -41,6 +55,7 @@ niblack_SOURCES = niblack.cc otsu_SOURCES = otsu.cc sauvola_SOURCES = sauvola.cc sauvola_ms_SOURCES = sauvola_ms.cc +wolf_SOURCES = wolf.cc TESTS = $(check_PROGRAMS) diff --git a/scribo/tests/binarization/wolf.cc b/scribo/tests/binarization/wolf.cc new file mode 100644 index 0000000..27d7cd2 --- /dev/null +++ b/scribo/tests/binarization/wolf.cc @@ -0,0 +1,93 @@ +// Copyright (C) 2012 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 + +#include <mln/core/image/image2d.hh> +#include <mln/data/compare.hh> +#include <mln/value/int_u8.hh> +#include <mln/io/pgm/load.hh> +#include <mln/io/pbm/load.hh> + +#include <scribo/binarization/wolf.hh> + +#include "tests/data.hh" + +int main() +{ + using namespace mln; + + // even height and width + { + image2d<value::int_u8> input; + io::pgm::load(input, MILENA_IMG_DIR "/lena.pgm"); + + image2d<bool> bin = scribo::binarization::wolf(input, 101); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/wolf.ref.pbm"); + + mln_assertion(bin == ref); + } + + // even height and odd width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_wodd_heven.pgm"); + + image2d<bool> bin = scribo::binarization::wolf(input, 101); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/wolf_wodd_heven.ref.pbm"); + + mln_assertion(bin == ref); + } + + // odd height and even width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_weven_hodd.pgm"); + + image2d<bool> bin = scribo::binarization::wolf(input, 101); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/wolf_weven_hodd.ref.pbm"); + + mln_assertion(bin == ref); + } + + // odd height and width + { + image2d<value::int_u8> input; + io::pgm::load(input, SCRIBO_IMG_DIR "/lena_wodd_hodd.pgm"); + + image2d<bool> bin = scribo::binarization::wolf(input, 101); + + image2d<bool> ref; + io::pbm::load(ref, SCRIBO_TESTS_DIR "binarization/wolf_wodd_hodd.ref.pbm"); + + mln_assertion(bin == ref); + } +} diff --git a/scribo/tests/binarization/wolf.ref.pbm b/scribo/tests/binarization/wolf.ref.pbm new file mode 100644 index 0000000..9b8a367 Binary files /dev/null and b/scribo/tests/binarization/wolf.ref.pbm differ diff --git a/scribo/tests/binarization/wolf_weven_hodd.ref.pbm b/scribo/tests/binarization/wolf_weven_hodd.ref.pbm new file mode 100644 index 0000000..d2281ed Binary files /dev/null and b/scribo/tests/binarization/wolf_weven_hodd.ref.pbm differ diff --git a/scribo/tests/binarization/wolf_wodd_heven.ref.pbm b/scribo/tests/binarization/wolf_wodd_heven.ref.pbm new file mode 100644 index 0000000..c29fffa Binary files /dev/null and b/scribo/tests/binarization/wolf_wodd_heven.ref.pbm differ diff --git a/scribo/tests/binarization/wolf_wodd_hodd.ref.pbm b/scribo/tests/binarization/wolf_wodd_hodd.ref.pbm new file mode 100644 index 0000000..9dce37a Binary files /dev/null and b/scribo/tests/binarization/wolf_wodd_hodd.ref.pbm differ -- 1.7.2.5

1 0

olena-2.0-91-g258f415 BACKUP
by Guillaume Lazzara 22 Jun '12

22 Jun '12

--- scribo/sauvola_fast.cc | 81 ------------------- .../binarization/internal/local_threshold_debug.hh | 4 + .../binarization/internal/sauvola_ms_functor.hh | 60 ++++---------- scribo/scribo/binarization/sauvola_ms.hh | 23 +++++- scribo/src/binarization/Makefile.am | 7 ++ scribo/src/binarization/sauvola_ms.cc | 15 +++- scribo/src/binarization/sauvola_ms_debug.cc | 84 ++++++++++++++++++++ scribo/src/binarization/sauvola_ms_split.cc | 14 +++- 8 files changed, 161 insertions(+), 127 deletions(-) delete mode 100644 scribo/sauvola_fast.cc diff --git a/scribo/sauvola_fast.cc b/scribo/sauvola_fast.cc deleted file mode 100644 index f412bbe..0000000 --- a/scribo/sauvola_fast.cc +++ /dev/null @@ -1,81 +0,0 @@ -#include <mln/core/image/image2d.hh> -#include <scribo/canvas/integral_browsing.hh> -#include <mln/io/pgm/load.hh> -#include <mln/io/pbm/save.hh> -#include <mln/util/couple.hh> -#include <mln/util/timer.hh> -#include <scribo/binarization/internal/sauvola_formula.hh> -#include <scribo/binarization/internal/sauvola_functor.hh> -#include <scribo/util/init_integral_image.hh> -#include <scribo/util/integral_sum_sum2_functor.hh> -#include <scribo/util/compute_sub_domains.hh> - -#include <mln/io/dump/save.hh> - -#include <mln/border/mirror.hh> -#include <mln/border/adjust.hh> - -namespace mln -{ - - image2d<bool> - sauvola_fast(const image2d<value::int_u8>& input, unsigned win) - { - util::timer t; - t.start(); - - mln::util::array<mln::util::couple<box2d, unsigned> > - sub_domains = scribo::util::compute_sub_domains(input, 1, 3); - - border::adjust(input, sub_domains(1).second()); - border::mirror(input); - - scribo::util::integral_sum_sum2_functor<value::int_u8, double> fi; - image2d<util::couple<double,double> > - integral = scribo::util::init_integral_image(input, 3, fi, sub_domains[2].first(), - sub_domains[2].second()); - - t.stop(); - std::cout << "image integrale - " << t << std::endl; - -# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG - initialize(internal::debug_mean, input); - initialize(internal::debug_stddev, input); - - initialize(internal::debug_threshold, input); - initialize(internal::debug_alpham, input); - initialize(internal::debug_alphacond, input); -# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG - - t.restart(); - scribo::binarization::internal::sauvola_functor<image2d<value::int_u8> > f(input, - SCRIBO_DEFAULT_SAUVOLA_K, - SCRIBO_DEFAULT_SAUVOLA_R); - scribo::canvas::integral_browsing(integral, 1, win / 3, win / 3, 3, f); - t.stop(); - std::cout << "Binarization - " << t << std::endl; - - return f.bin; - } - -} - - -int main(int argc, char *argv[]) -{ - using namespace mln; - - image2d<value::int_u8> input; - io::pgm::load(input, argv[1]); - - unsigned win = atoi(argv[2]); - - util::timer t; - t.start(); - image2d<bool> output = sauvola_fast(input, win); - t.stop(); - std::cout << t << std::endl; - - io::pbm::save(output, argv[3]); -} - diff --git a/scribo/scribo/binarization/internal/local_threshold_debug.hh b/scribo/scribo/binarization/internal/local_threshold_debug.hh index 46503f6..19310f2 100644 --- a/scribo/scribo/binarization/internal/local_threshold_debug.hh +++ b/scribo/scribo/binarization/internal/local_threshold_debug.hh @@ -71,6 +71,8 @@ namespace scribo image3d<double> debug_scale_proba; + image2d<value::int_u8> debug_e_2; + image2d<double> debug_alpham; image2d<bool> debug_alphacond; @@ -78,6 +80,8 @@ namespace scribo double stddev_debug_factor = 1.0; double alpham_debug_factor = 2.0; + mln::util::array<std::map<unsigned, unsigned> > area_histo(3); + } // end of namespace scribo::binarization::internal } // end of namespace scribo::binarization diff --git a/scribo/scribo/binarization/internal/sauvola_ms_functor.hh b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh index d0e6200..cbace88 100644 --- a/scribo/scribo/binarization/internal/sauvola_ms_functor.hh +++ b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh @@ -54,6 +54,11 @@ namespace scribo namespace internal { + double k2; + double k3; + double k4; + + using namespace mln; @@ -82,6 +87,7 @@ namespace scribo double K_; double R_; + int i_; sauvola_formula formula_; @@ -113,8 +119,9 @@ namespace scribo i(i), q(q), pxl(input), - K_(K), - R_(R) + //K_(K), + R_(R), + i_(i) { res = 0; pxl.start(); @@ -137,6 +144,13 @@ namespace scribo dp = negative_offsets_wrt(input, c8()); n_nbhs = dp.nelements(); + + if (i == 2) + K_ = binarization::internal::k2; + else if (i == 3) + K_ = binarization::internal::k3; + else + K_ = binarization::internal::k4; } @@ -151,47 +165,6 @@ namespace scribo value::int_u8 t_p; mln::convert::from_to(formula_(mean, stddev, K_, R_), t_p); - // point2d pi = input.point_at_index(p); - // pi.row() *= std::pow(q, i - 2); - // pi.col() *= std::pow(q, i - 2); - - // point2d pi_up = pi; - // pi_up.row() -= std::pow(q, i - 2); - - // point2d pi_up_left = pi; - // pi_up_left.row() -= std::pow(q, i - 2); - // pi_up_left.col() -= std::pow(q, i - 2); - - // point2d pi_up_right = pi; - // pi_up_right.row() -= std::pow(q, i - 2); - // pi_up_right.col() += std::pow(q, i - 2); - - // point2d pi_down = pi; - // pi_down.row() += std::pow(q, i - 2); - - // point2d pi_down_left = pi; - // pi_down_left.row() += std::pow(q, i - 2); - // pi_down_left.col() -= std::pow(q, i - 2); - - // point2d pi_down_right = pi; - // pi_down_right.row() += std::pow(q, i - 2); - // pi_down_right.col() += std::pow(q, i - 2); - - // point2d pi_left = pi; - // pi_left.col() -= std::pow(q, i - 2); - - // point2d pi_right = pi; - // pi_right.col() += std::pow(q, i - 2); - - - - - -// if (e_2(pi) != 0) // Already retrieved from another scale. -// // || e_2(pi_up) != 0 || e_2(pi_down) != 0 || e_2(pi_left) != 0 || e_2(pi_right) != 0 -// // || e_2(pi_up_left) != 0 || e_2(pi_up_right) != 0 || e_2(pi_down_left) != 0 || e_2(pi_down_right) != 0) -// msk.element(p) = false; -// else msk.element(p) = input.element(p) < t_p; # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG @@ -232,6 +205,7 @@ namespace scribo template <typename I> void sauvola_ms_functor::finalize() { + std::cout << "Scale " << i_ << " - K = " << K_ << std::endl; mln_assertion(! pxl.is_valid()); } diff --git a/scribo/scribo/binarization/sauvola_ms.hh b/scribo/scribo/binarization/sauvola_ms.hh index e6297bd..a740ec0 100644 --- a/scribo/scribo/binarization/sauvola_ms.hh +++ b/scribo/scribo/binarization/sauvola_ms.hh @@ -74,6 +74,8 @@ # include <mln/io/pgm/save.hh> # include <mln/io/dump/save.hh> # include <mln/debug/filename.hh> +# include <mln/labeling/compute.hh> +# include <mln/accu/math/count.hh> # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG # include <mln/util/timer.hh> @@ -239,6 +241,13 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG f.full_msk.element(p) = true; + + unsigned area = f.card.element(p) * ratio * s; + if (area_histo[i - 2].find(area) != area_histo[i - 2].end()) + ++area_histo[i - 2][area]; + else + area_histo[i - 2][area] = 1; + for (unsigned l = 0; l < ratio; ++l) for (unsigned k = 0; k < ratio; ++k) debug_scale_proba(point3d(i - 2, sq.row() + l, sq.col() + k)) = f.card.element(p); @@ -948,7 +957,8 @@ namespace scribo // Lowest scale -> no minimum component size. { t_ima[2] = internal::compute_t_n_and_e_2(sub_ima[2], e_2, - 0, + // FIXME: was '0'. '2' is to avoid too much noise with k=0.2. + 2, // 99 * coeff, win_w[2] * 3 * coeff, // (810 / 9) * coeff, @@ -977,9 +987,20 @@ namespace scribo # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG + internal::debug_e_2 = e_2; if (internal::scale_iz_image_output) io::pgm::save(e_2, mln::debug::filename(internal::scale_iz_image_output)); + + // Computing scale ratios. + mln::util::array<unsigned> + count = labeling::compute(accu::meta::math::count(), e_2, 4); + unsigned npixels = e_2.domain().nsites(); + std::cout << "Scale ratios: 2 (" << count[2] / (float)npixels * 100 + << ") - 3 (" << count[3] / (float)npixels * 100 + << ") - 4 (" << count[4] / (float)npixels * 100 << ")" + << std::endl; + if (internal::scale_proba_output) io::dump::save(internal::debug_scale_proba, mln::debug::filename(internal::scale_proba_output)); diff --git a/scribo/src/binarization/Makefile.am b/scribo/src/binarization/Makefile.am index 68b83dc..b29ac30 100644 --- a/scribo/src/binarization/Makefile.am +++ b/scribo/src/binarization/Makefile.am @@ -36,6 +36,7 @@ if HAVE_MAGICKXX sauvola_ms \ sauvola_ms_fg \ sauvola_ms_split \ + singh \ wolf @@ -71,6 +72,12 @@ if HAVE_MAGICKXX sauvola_LDFLAGS = $(AM_LDFLAGS) \ $(MAGICKXX_LDFLAGS) + singh_SOURCES = singh.cc + singh_CPPFLAGS = $(AM_CPPFLAGS) \ + $(MAGICKXX_CPPFLAGS) + singh_LDFLAGS = $(AM_LDFLAGS) \ + $(MAGICKXX_LDFLAGS) + wolf_SOURCES = wolf.cc wolf_CPPFLAGS = $(AM_CPPFLAGS) \ $(MAGICKXX_CPPFLAGS) diff --git a/scribo/src/binarization/sauvola_ms.cc b/scribo/src/binarization/sauvola_ms.cc index 77f839d..483a35b 100644 --- a/scribo/src/binarization/sauvola_ms.cc +++ b/scribo/src/binarization/sauvola_ms.cc @@ -60,7 +60,14 @@ static const scribo::debug::opt_data opt_desc[] = // name, description, arguments, check args function, number of args, default arg { "debug-prefix", "Enable debug image outputs. Prefix image name with that " "given prefix.", "<prefix>", 0, 1, 0 }, - { "k", "Sauvola's formulae parameter", "<value>", 0, 1, "0.34" }, + { "k", "Sauvola's formulae parameter. Set it globally for all scales.", + "<value>", 0, 1, "0.34" }, + + { "k2", "Sauvola's formulae parameter", "<value>", 0, 1, "0.20" }, + { "k3", "Sauvola's formulae parameter", "<value>", 0, 1, "0.30" }, + { "k4", "Sauvola's formulae parameter", "<value>", 0, 1, "0.50" }, + + { "s", "First subsampling ratio. Possible values: 2 or 3.", "ratio", scribo::debug::check_sauvola_first_subsampling, 1, "3" }, { "verbose", "Enable verbose mode", 0, 0, 0, 0 }, @@ -106,6 +113,12 @@ int main(int argc, char *argv[]) std::cout << "Using w_1=" << w_1 << " - s=" << s << " - k=" << k << std::endl; + + binarization::internal::k2 = atof(options.opt_value("k2").c_str()); + binarization::internal::k3 = atof(options.opt_value("k3").c_str()); + binarization::internal::k4 = atof(options.opt_value("k4").c_str()); + + // Load image2d<value::rgb8> input_1; io::magick::load(input_1, options.arg("input.*")); diff --git a/scribo/src/binarization/sauvola_ms_debug.cc b/scribo/src/binarization/sauvola_ms_debug.cc index c04e58b..d89e9f4 100644 --- a/scribo/src/binarization/sauvola_ms_debug.cc +++ b/scribo/src/binarization/sauvola_ms_debug.cc @@ -30,6 +30,13 @@ #include <mln/io/pbm/save.hh> #include <mln/data/transform.hh> #include <mln/fun/v2v/rgb_to_luma.hh> +#include <mln/data/paste.hh> +#include <mln/pw/all.hh> +#include <mln/core/image/dmorph/sub_image.hh> +#include <mln/core/image/dmorph/image_if.hh> +#include <mln/data/convert.hh> +#include <mln/labeling/foreground.hh> +#include <mln/literal/colors.hh> #include <scribo/binarization/sauvola_ms.hh> #include <scribo/debug/option_parser.hh> @@ -58,6 +65,11 @@ static const scribo::debug::opt_data opt_desc[] = { "debug-prefix", "Enable debug image outputs. Prefix image name with that " "given prefix.", "<prefix>", 0, 1, 0 }, { "k", "Sauvola's formulae parameter", "<value>", 0, 1, "0.34" }, + + { "k2", "Sauvola's formulae parameter", "<value>", 0, 1, "0.20" }, + { "k3", "Sauvola's formulae parameter", "<value>", 0, 1, "0.30" }, + { "k4", "Sauvola's formulae parameter", "<value>", 0, 1, "0.50" }, + { "s", "First subsampling ratio. Possible values: 2 or 3.", "ratio", scribo::debug::check_sauvola_first_subsampling, 1, "3" }, { "verbose", "Enable verbose mode", 0, 0, 0, 0 }, @@ -66,6 +78,35 @@ static const scribo::debug::opt_data opt_desc[] = }; +namespace mln +{ + + struct scale_to_color : public Function_v2v<scale_to_color> + { + typedef value::rgb8 result; + + value::rgb8 operator()(const value::int_u8& v) const + { + switch (v) + { + default: + case 0: + return literal::black; + + case 2: + return literal::green; + + case 3: + return literal::blue; + + case 4: + return literal::red; + } + } + + }; + +} int main(int argc, char *argv[]) @@ -97,6 +138,10 @@ int main(int argc, char *argv[]) unsigned s = atoi(options.opt_value("s").c_str()); double k = atof(options.opt_value("k").c_str()); + binarization::internal::k2 = atof(options.opt_value("k2").c_str()); + binarization::internal::k3 = atof(options.opt_value("k3").c_str()); + binarization::internal::k4 = atof(options.opt_value("k4").c_str()); + if (verbose) std::cout << "Using w_1=" << w_1 << " - s=" << s << " - k=" << k << std::endl; @@ -106,6 +151,7 @@ int main(int argc, char *argv[]) scribo::binarization::internal::full_threshold_image_output = "full_threshold_image.pbm"; scribo::binarization::internal::scale_iz_image_output = "scale_iz.pgm"; scribo::binarization::internal::scale_proba_output = "scale_proba.dump"; + const char *scale_bin_output = "scale_bin.ppm"; // Load image2d<value::rgb8> input_1; @@ -129,6 +175,44 @@ int main(int argc, char *argv[]) std::cout << "binarized in " << t << "s" << std::endl; } +# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG + { + image2d<value::int_u8> scale_bin; + initialize(scale_bin, output); + + for (unsigned i = 0; i < geom::nrows(output); ++i) + for (unsigned j = 0; j < geom::ncols(output); ++j) + if (output.at_(i,j)) + scale_bin.at_(i,j) = binarization::internal::debug_e_2.at_(i/3, j/3); + else + scale_bin.at_(i,j) = 0; + + scale_to_color f; + io::ppm::save(data::transform(scale_bin, f), + mln::debug::filename(scale_bin_output)); + + // Computing size of retrieved objects for each scale. + unsigned max = 15000; + std::ofstream ostr(mln::debug::filename("area_per_scale.tsv").c_str()); + for (unsigned j = 0; j < max; ++j) + { + ostr << j; + for (unsigned i = 0; i < 3; ++i) + { + if (binarization::internal::area_histo[i].find(j) != binarization::internal::area_histo[i].end()) + ostr << " " << binarization::internal::area_histo[i][j]; + else + ostr << " " << 0; + } + ostr << std::endl; + } + ostr.close(); + + + } +# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG + + io::pbm::save(output, options.arg("output.pbm")); } diff --git a/scribo/src/binarization/sauvola_ms_split.cc b/scribo/src/binarization/sauvola_ms_split.cc index 8206a20..f71f734 100644 --- a/scribo/src/binarization/sauvola_ms_split.cc +++ b/scribo/src/binarization/sauvola_ms_split.cc @@ -55,7 +55,13 @@ static const scribo::debug::opt_data opt_desc[] = // name, description, arguments, check args function, number of args, default arg { "debug-prefix", "Enable debug image outputs. Prefix image name with that " "given prefix.", "<prefix>", 0, 1, 0 }, - { "k", "Sauvola's formulae parameter", "<value>", 0, 1, "0.34" }, + { "k", "Sauvola's formulae parameter. Set it globally for all scales.", + "<value>", 0, 1, "0.34" }, + + { "k2", "Sauvola's formulae parameter", "<value>", 0, 1, "0.20" }, + { "k3", "Sauvola's formulae parameter", "<value>", 0, 1, "0.30" }, + { "k4", "Sauvola's formulae parameter", "<value>", 0, 1, "0.50" }, + { "min-ntrue", "The number of components in which a site must be set to 'True' in" " order to be set to 'True' in the output (Possible values: 1, 2, 3).", "<num>", scribo::debug::check_sauvola_split_ntrue, 1, "2" }, @@ -95,10 +101,16 @@ int main(int argc, char *argv[]) double k = atof(options.opt_value("k").c_str()); unsigned min_ntrue = atoi(options.opt_value("min-ntrue").c_str()); + binarization::internal::k2 = atof(options.opt_value("k2").c_str()); + binarization::internal::k3 = atof(options.opt_value("k3").c_str()); + binarization::internal::k4 = atof(options.opt_value("k4").c_str()); + + if (verbose) std::cout << "Using w_1=" << w_1 << " - s=" << s << " - k=" << k << " - min_ntrue=" << min_ntrue << std::endl; + Magick::InitializeMagick(0); image2d<value::rgb8> input_1; -- 1.7.2.5

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olena-2.0-92-g3987224 Backup: cleanup Sauvola's debug.
by Guillaume Lazzara 22 Jun '12

22 Jun '12

--- .../binarization/internal/sauvola_ms_functor.hh | 3 +-- scribo/scribo/binarization/sauvola_ms.hh | 7 ++++--- scribo/src/binarization/otsu.cc | 10 ++++++++++ scribo/src/binarization/sauvola.cc | 10 ++++++++++ 4 files changed, 25 insertions(+), 5 deletions(-) diff --git a/scribo/scribo/binarization/internal/sauvola_ms_functor.hh b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh index cbace88..3411d1b 100644 --- a/scribo/scribo/binarization/internal/sauvola_ms_functor.hh +++ b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh @@ -1,4 +1,4 @@ -// Copyright (C) 2009, 2010, 2011 EPITA Research and Development +// Copyright (C) 2009, 2010, 2011, 2012 EPITA Research and Development // Laboratory (LRDE) // // This file is part of Olena. @@ -205,7 +205,6 @@ namespace scribo template <typename I> void sauvola_ms_functor::finalize() { - std::cout << "Scale " << i_ << " - K = " << K_ << std::endl; mln_assertion(! pxl.is_valid()); } diff --git a/scribo/scribo/binarization/sauvola_ms.hh b/scribo/scribo/binarization/sauvola_ms.hh index a740ec0..96064e9 100644 --- a/scribo/scribo/binarization/sauvola_ms.hh +++ b/scribo/scribo/binarization/sauvola_ms.hh @@ -159,7 +159,7 @@ namespace scribo w_local_h = w_local, w_local_w = w_local; - std::cout << "scale " << i << " - w = " << w << " - lambda_min = " << lambda_min << " - lambda_max = " << lambda_max << std::endl; + //std::cout << "scale " <= static_cast<const unsigned>(integral_sum_sum_2.ncols())) @@ -185,7 +185,7 @@ namespace scribo ++w_local_h; } - std::cout << "Scale " << i << " - w_h = " << w_local_h << " - w_w = " << w_local_w << " - w = " << w << std::endl; + //std::cout << "Scale " < > @@ -196,7 +196,7 @@ namespace scribo s, f); - std::cout << " i = " << i << " - ratio = " << ratio << std::endl; + //std::cout << " i = " << i << " - ratio = " << ratio << std::endl; // 2nd pass { @@ -807,6 +807,7 @@ namespace scribo trace::entering("scribo::binarization::sauvola_ms"); const I& input_1 = exact(input_1_); + typedef mln_value(I) V; mlc_is_a(mln_value(I), value::Scalar)::check(); mln_precondition(input_1.is_valid()); diff --git a/scribo/src/binarization/otsu.cc b/scribo/src/binarization/otsu.cc index ebd5da4..eb60973 100644 --- a/scribo/src/binarization/otsu.cc +++ b/scribo/src/binarization/otsu.cc @@ -28,7 +28,9 @@ #include <mln/io/magick/load.hh> #include <mln/io/pbm/save.hh> #include <mln/data/transform.hh> +#include <mln/arith/revert.hh> #include <mln/fun/v2v/rgb_to_luma.hh> +#include <mln/logical/not.hh> #include <scribo/binarization/otsu.hh> #include <scribo/debug/option_parser.hh> @@ -46,6 +48,8 @@ static const scribo::debug::arg_data arg_desc[] = static const scribo::debug::toggle_data toggle_desc[] = { // name, description, default value + { "negate-input", "Negate input image before binarizing.", false }, + { "negate-output", "Negate output image before binarizing.", false }, {0, 0, false} }; @@ -92,8 +96,14 @@ int main(int argc, char *argv[]) image2d<value::int_u8> input_1_gl = data::transform(input, mln::fun::v2v::rgb_to_luma<value::int_u8>()); + if (options.is_enabled("negate-input")) + input_1_gl = arith::revert(input_1_gl); + image2d<bool> out = scribo::binarization::otsu(input_1_gl); + if (options.is_enabled("negate-output")) + logical::not_inplace(out); + io::pbm::save(out, options.arg("output.pbm")); trace::exiting("main"); diff --git a/scribo/src/binarization/sauvola.cc b/scribo/src/binarization/sauvola.cc index 518937b..6ea224c 100644 --- a/scribo/src/binarization/sauvola.cc +++ b/scribo/src/binarization/sauvola.cc @@ -99,8 +99,18 @@ int main(int argc, char *argv[]) image2d<value::int_u8> input_1_gl = data::transform(input, mln::fun::v2v::rgb_to_luma<value::int_u8>()); + mln::util::timer t; + t.start(); + + // Binarize image2d<bool> out = scribo::binarization::sauvola(input_1_gl, w, k); + if (verbose) + { + t.stop(); + std::cout << "binarized in " << t << "s" << std::endl; + } + io::pbm::save(out, options.arg("output.pbm")); trace::exiting("main"); -- 1.7.2.5

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