olena-2.0-83-gef55c70 Fix invalid line offset due to input image size.
by Guillaume Lazzara
---
.../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
Binary files /dev/null and b/scribo/tests/binarization/sauvola_wodd_hodd.ref.pbm differ
diff --git a/scribo/tests/img/lena_weven_hodd.pgm b/scribo/tests/img/lena_weven_hodd.pgm
new file mode 100644
index 0000000..65b432e
--- /dev/null
+++ b/scribo/tests/img/lena_weven_hodd.pgm
@@ -0,0 +1,5 @@
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¢¢ ¡€§Š£¥£Šš©š««¯¬°¶žžžžŸ¿¿¿ÂÂÂÁÄÆÆÊÊÊËÍÎÎÐÑÏÏÒÓÒÓÔЩ}moh`^X\[\Z\a^`aihiiet{}~~y~}}~y||wvme_V[ZYTQNHLJGMEOUXZY\Z[\TVSPSX_]eov}z|{wqe`TK><;::33,))1-35:CGKR]Y`gdghk+,7A5.23:2/355OnžÃÄÄÈÅÆÆÀ¿Ÿ¶±vhnw¥£§²®¶³³ŽŽ²¶Ž·¶¶®²¬ yM_[B66E.*'*'*7?E8 '9F)2LEAR7@?HC9GGGR>75<Ni[NQ649L<%5;;Ptre+&7RMIDEI~pS65NXK'&34/)06EEPM@BA*+638XsP'-Hd]H`sN6>NRQQRW]ZZY`efkklnnppsxwxx|xxz}{{z|}{|~~}~
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\ No newline at end of file
--
1.7.2.5
12 years, 6 months
- 1
- 0
olena-2.0-84-g8766c50 Fix and improve sauvola_ms_debug
by Guillaume Lazzara
---
.../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
12 years, 6 months
- 1
- 0
olena-2.0-85-g4ad97fb Fix warning in Otsu related files.
by Guillaume Lazzara
---
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
12 years, 6 months
- 1
- 0
olena-2.0-86-g4fae4c0 Use C8 neighborhood for labeling in sauvola_ms.
by Guillaume Lazzara
---
.../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
12 years, 6 months
- 1
- 0
olena-2.0-87-g2867bcb Improve debug output for sauvola_ms.
by Guillaume Lazzara
---
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
12 years, 6 months
- 1
- 0
olena-2.0-88-g9a341b3 backup new area thresholds.
by Guillaume Lazzara
---
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 " << i << " - w = " << w << " - lambda_min = " << lambda_min << " - lambda_max = " << lambda_max << std::endl;
+
// Make sure the window fits in the image domain.
if (w_local_w >= static_cast<const unsigned>(integral_sum_sum_2.ncols()))
{
@@ -180,6 +182,7 @@ namespace scribo
++w_local_h;
}
+ std::cout << "Scale " << i << " - w_h = " << w_local_h << " - w_w = " << w_local_w << " - w = " << w << std::endl;
// 1st pass
scribo::binarization::internal::sauvola_ms_functor< image2d<int_u8> >
@@ -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<I> 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
12 years, 6 months
- 1
- 0
olena-2.0-89-g4aaafbb backup
by Guillaume Lazzara
---
.../{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<I>::sauvola_ms_functor(const I& input, double K, double R)
+ sauvola_ms_functor<I>::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 = " << i << " - ratio = " << ratio << std::endl;
+
// 2nd pass
{
mln::util::array<mln_value_(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
12 years, 6 months
- 1
- 0
olena-2.0-90-g5ef0358 Add Wolf's binarization algorithm.
by Guillaume Lazzara
* 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<I>& 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<I>::wolf_functor(const Image<I>& 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<I>::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<I>::end_of_row(int)
+ {
+ po += next_line3;
+ pi += next_line3;
+ }
+
+ template <typename I>
+ void
+ wolf_functor<I>::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<I>& 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<I>& input, unsigned window_size);
+
+
+ /// \overload
+ /// The window size is set to 11.
+ //
+ template <typename I>
+ mln_ch_value(I, bool)
+ wolf(const Image<I>& 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<I>& 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<I> f_max_stddev;
+ scribo::canvas::integral_browsing(integral, 1, window_size,
+ window_size, 3, f_max_stddev);
+
+ // Binarize !
+ internal::wolf_functor<I>
+ 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<I>& input, unsigned window_size)
+ {
+ return wolf(input, window_size, SCRIBO_DEFAULT_WOLF_K);
+ }
+
+
+ template <typename I>
+ mln_ch_value(I, bool)
+ wolf(const Image<I>& 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
12 years, 6 months
- 1
- 0
olena-2.0-91-g258f415 BACKUP
by Guillaume Lazzara
---
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<I>::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
12 years, 6 months
- 1
- 0
olena-2.0-92-g3987224 Backup: cleanup Sauvola's debug.
by Guillaume Lazzara
---
.../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<I>::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 " << i << " - w = " << w << " - lambda_min = " << lambda_min << " - lambda_max = " << lambda_max << std::endl;
// Make sure the window fits in the image domain.
if (w_local_w >= 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 " << i << " - w_h = " << w_local_h << " - w_w = " << w_local_w << " - w = " << w << std::endl;
// 1st pass
scribo::binarization::internal::sauvola_ms_functor< image2d<int_u8> >
@@ -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
12 years, 6 months
- 1
- 0