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-2.0-87-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-2.0-86-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-2.0-85-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-2.0-84-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-2.0-83-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 @@
+P5
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+512 511
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\ No newline at end of file
--
1.7.2.5
12 years, 6 months
- 1
- 0
olena-2.0-82-g2b17781 Fix binarization tests.
by Guillaume Lazzara
---
scribo/sauvola_fast.cc | 109 +++----------------
.../binarization/internal/local_threshold_core.hh | 11 ++-
scribo/tests/binarization/niblack.cc | 1 -
scribo/tests/binarization/niblack.ref.pbm | Bin 32884 -> 32884 bytes
scribo/tests/binarization/sauvola.cc | 1 -
scribo/tests/binarization/sauvola.ref.pbm | Bin 32884 -> 32884 bytes
6 files changed, 27 insertions(+), 95 deletions(-)
diff --git a/scribo/sauvola_fast.cc b/scribo/sauvola_fast.cc
index 7eb41ca..f412bbe 100644
--- a/scribo/sauvola_fast.cc
+++ b/scribo/sauvola_fast.cc
@@ -5,96 +5,18 @@
#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>
-namespace mln
-{
-
- template <typename I>
- struct sauvola_functor
- {
-
- const I& input;
- typedef mln_ch_value(I,bool) bin_t;
- bin_t bin;
-
- image2d<double> th_;
-
- const mln_value(I)* pi;
- bool* po;
-
- double K_;
- double R_;
-
- scribo::binarization::internal::sauvola_formula formula_;
-
- int step_;
- unsigned next_line2;
- unsigned next_line3;
- unsigned offset1;
- unsigned offset2;
-
- sauvola_functor(const I& input_, mln_ch_value(I,bool)& bin_, double K, double R)
- : input(input_),
- bin(bin_),
- pi(&input(input.domain().pmin())),
- po(&bin(bin.domain().pmin())),
- K_(K),
- R_(R)
- {
- step_ = 3;
- unsigned next_line1 = 2 * input.border();
- next_line2 = input.delta_index(dpoint2d(+1,0)) + next_line1;
- next_line3 = input.delta_index(dpoint2d(+2,0)) + next_line1;
-
- offset1 = input.delta_index(dpoint2d(+1,0));
- offset2 = input.delta_index(dpoint2d(+2,0));
- }
-
- // Run every 4 pixels.
- void exec(double mean, double stddev)
- {
- static point2d p(0,0);
-
- double th = formula_(p, mean, stddev, K_, R_);
-
- 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();
-
- internal::debug_mean.element(index) = mean * internal::mean_debug_factor;
- internal::debug_stddev.element(index) = stddev * internal::stddev_debug_factor;
- internal::debug_threshold.element(index) = t;
-
- double alpha = K * (1 - stddev / R);
- internal::debug_alpham.element(index) = alpha * mean * internal::alpham_debug_factor;
- internal::debug_alphacond.element(index) = (stddev < (alpha * mean / 2.));
-# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
-
- }
-
- void end_of_row(int)
- {
- po += next_line3;
- pi += next_line3;
- }
-
-
- void finalize()
- {
- }
-
- };
+#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)
@@ -102,9 +24,16 @@ namespace mln
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);
+ 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;
@@ -119,11 +48,9 @@ namespace mln
# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
t.restart();
- image2d<bool> output;
- initialize(output, input);
- sauvola_functor<image2d<value::int_u8> > f(input, output,
- SCRIBO_DEFAULT_SAUVOLA_K,
- SCRIBO_DEFAULT_SAUVOLA_R);
+ 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;
diff --git a/scribo/scribo/binarization/internal/local_threshold_core.hh b/scribo/scribo/binarization/internal/local_threshold_core.hh
index f2c9cb1..9ea81f9 100644
--- a/scribo/scribo/binarization/internal/local_threshold_core.hh
+++ b/scribo/scribo/binarization/internal/local_threshold_core.hh
@@ -152,8 +152,15 @@ namespace scribo
# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
t.restart();
- scribo::canvas::integral_browsing(integral, 1, window_size / 3,
- window_size / 3, 3, f);
+
+ window_size /= 3;
+ if (window_size % 2)
+ window_size += 2;
+ else
+ window_size += 1;
+
+ scribo::canvas::integral_browsing(integral, 1, window_size,
+ window_size, 3, f);
t.stop();
std::cout << "Binarization - " << t << std::endl;
diff --git a/scribo/tests/binarization/niblack.cc b/scribo/tests/binarization/niblack.cc
index 99a58e2..0263c1e 100644
--- a/scribo/tests/binarization/niblack.cc
+++ b/scribo/tests/binarization/niblack.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/niblack.hh>
diff --git a/scribo/tests/binarization/niblack.ref.pbm b/scribo/tests/binarization/niblack.ref.pbm
index 83cf4fb..225b1df 100644
Binary files a/scribo/tests/binarization/niblack.ref.pbm and b/scribo/tests/binarization/niblack.ref.pbm differ
diff --git a/scribo/tests/binarization/sauvola.cc b/scribo/tests/binarization/sauvola.cc
index 33eb59f..99efce5 100644
--- a/scribo/tests/binarization/sauvola.cc
+++ b/scribo/tests/binarization/sauvola.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.hh>
diff --git a/scribo/tests/binarization/sauvola.ref.pbm b/scribo/tests/binarization/sauvola.ref.pbm
index 65d5a72..6eaf2fa 100644
Binary files a/scribo/tests/binarization/sauvola.ref.pbm and b/scribo/tests/binarization/sauvola.ref.pbm differ
--
1.7.2.5
12 years, 6 months
- 1
- 0
olena-2.0-81-gd5ba09d Revamp *_threshold functions.
by Guillaume Lazzara
---
.../{sauvola_core.hh => local_threshold_core.hh} | 46 +++---
.../internal/niblack_threshold_functor.hh | 7 +-
.../binarization/internal/sauvola_functor.hh | 3 +-
.../internal/sauvola_threshold_functor.hh | 10 +-
scribo/scribo/binarization/niblack.hh | 4 +-
scribo/scribo/binarization/niblack_threshold.hh | 141 +-------------------
scribo/scribo/binarization/sauvola.hh | 4 +-
scribo/scribo/binarization/sauvola_threshold.hh | 142 +-------------------
8 files changed, 50 insertions(+), 307 deletions(-)
rename scribo/scribo/binarization/internal/{sauvola_core.hh => local_threshold_core.hh} (81%)
diff --git a/scribo/scribo/binarization/internal/sauvola_core.hh b/scribo/scribo/binarization/internal/local_threshold_core.hh
similarity index 81%
rename from scribo/scribo/binarization/internal/sauvola_core.hh
rename to scribo/scribo/binarization/internal/local_threshold_core.hh
index 9e3592f..f2c9cb1 100644
--- a/scribo/scribo/binarization/internal/sauvola_core.hh
+++ b/scribo/scribo/binarization/internal/local_threshold_core.hh
@@ -23,8 +23,8 @@
// 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_SAUVOLA_CORE_HH
-# define SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_CORE_HH
+#ifndef SCRIBO_BINARIZATION_INTERNAL_LOCAL_THRESHOLD_CORE_HH
+# define SCRIBO_BINARIZATION_INTERNAL_LOCAL_THRESHOLD_CORE_HH
/// \file
///
@@ -74,7 +74,7 @@ namespace scribo
*/
template <typename I, typename F>
void
- sauvola_core(const Image<I>& input, F& f,
+ local_threshold_core(const Image<I>& input, F& f,
unsigned window_size);
@@ -83,7 +83,7 @@ namespace scribo
//
template <typename I, typename F>
void
- sauvola_core(const Image<I>& input, F& f);
+ local_threshold_core(const Image<I>& input, F& f);
# ifndef MLN_INCLUDE_ONLY
@@ -101,14 +101,14 @@ namespace scribo
template <typename I, typename F>
void
- sauvola_core(const Image<I>& input, unsigned window_size)
+ local_threshold_core(const Image<I>& input, unsigned window_size)
{
- trace::entering("scribo::binarization::internal::impl::generic::sauvola_core");
+ trace::entering("scribo::binarization::internal::impl::generic::local_threshold_core");
// Not implemented
mlc_abort(I)::check();
- trace::exiting("scribo::binarization::internal::impl::generic::sauvola_core");
+ trace::exiting("scribo::binarization::internal::impl::generic::local_threshold_core");
}
} // end of namespace scribo::binarization::internal::impl::generic
@@ -116,9 +116,9 @@ namespace scribo
template <typename I, typename F>
void
- sauvola_core_fastest(const Image<I>& input, F& f, unsigned window_size)
+ local_threshold_core_fastest(const Image<I>& input, F& f, unsigned window_size)
{
- trace::entering("scribo::binarization::internal::impl::generic::sauvola_core");
+ trace::entering("scribo::binarization::internal::impl::generic::local_threshold_core");
mln_precondition(exact(input).is_valid());
mln::util::timer t;
@@ -157,7 +157,7 @@ namespace scribo
t.stop();
std::cout << "Binarization - " << t << std::endl;
- trace::exiting("scribo::binarization::internal::impl::generic::sauvola_core");
+ trace::exiting("scribo::binarization::internal::impl::generic::local_threshold_core");
}
@@ -172,31 +172,31 @@ namespace scribo
template <typename I, typename F>
void
- sauvola_core_dispatch(const mln_value(I)&,
+ local_threshold_core_dispatch(const mln_value(I)&,
const Image<I>& input, F& f,
unsigned window_size)
{
- impl::generic::sauvola_core(input, f, window_size);
+ impl::generic::local_threshold_core(input, f, window_size);
}
template <typename I, typename F>
void
- sauvola_core_dispatch(mln::trait::image::speed::fastest,
+ local_threshold_core_dispatch(mln::trait::image::speed::fastest,
const mln_value(I)&,
const Image<I>& input, F& f,
unsigned window_size)
{
- impl::sauvola_core_fastest(input, f, window_size);
+ impl::local_threshold_core_fastest(input, f, window_size);
}
template <typename I, typename F>
void
- sauvola_core_dispatch(const Image<I>& input, F& f,
+ local_threshold_core_dispatch(const Image<I>& input, F& f,
unsigned window_size)
{
typedef mln_value(I) V;
- sauvola_core_dispatch(mln_trait_image_speed(I)(),
+ local_threshold_core_dispatch(mln_trait_image_speed(I)(),
V(), input, f, window_size);
}
@@ -208,13 +208,13 @@ namespace scribo
template <typename I, typename F>
void
- sauvola_core(const Image<I>& input, F& f, unsigned window_size)
+ local_threshold_core(const Image<I>& input, F& f, unsigned window_size)
{
- trace::entering("scribo::binarization::internal::sauvola_core");
+ trace::entering("scribo::binarization::internal::local_threshold_core");
mln_precondition(exact(input).is_valid());
- internal::sauvola_core_dispatch(input, f, window_size);
+ internal::local_threshold_core_dispatch(input, f, window_size);
# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
if (stddev_image_output)
@@ -234,14 +234,14 @@ namespace scribo
io::pbm::save(debug_alphacond, alphacond_image_output);
# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
- trace::exiting("scribo::binarization::internal::sauvola_core");
+ trace::exiting("scribo::binarization::internal::local_threshold_core");
}
template <typename I, typename F>
void
- sauvola_core(const Image<I>& input, F& f)
+ local_threshold_core(const Image<I>& input, F& f)
{
- sauvola_core(input, f, 11);
+ local_threshold_core(input, f, 11);
}
@@ -254,4 +254,4 @@ namespace scribo
} // end of namespace scribo
-#endif // ! SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_CORE_HH
+#endif // ! SCRIBO_BINARIZATION_INTERNAL_LOCAL_THRESHOLD_CORE_HH
diff --git a/scribo/scribo/binarization/internal/niblack_threshold_functor.hh b/scribo/scribo/binarization/internal/niblack_threshold_functor.hh
index b6d6aae..979bb67 100644
--- a/scribo/scribo/binarization/internal/niblack_threshold_functor.hh
+++ b/scribo/scribo/binarization/internal/niblack_threshold_functor.hh
@@ -56,7 +56,7 @@ namespace scribo
template <typename I>
struct niblack_threshold_functor
{
- niblack_threshold_functor(const I& input,
+ niblack_threshold_functor(const Image<I>& input,
double K);
// Run every 4 pixels.
@@ -84,10 +84,13 @@ namespace scribo
#ifndef MLN_INCLUDE_ONLY
template <typename I>
- niblack_threshold_functor<I>::niblack_threshold_functor(const I& input,
+ niblack_threshold_functor<I>::niblack_threshold_functor(const Image<I>& input_,
double K)
: K_(K)
{
+ const I& input = exact(input_);
+ mln_precondition(input.is_valid());
+
step_ = 3;
next_line3 = input.delta_index(dpoint2d(+2,0)) + 2 * input.border() - 1;
diff --git a/scribo/scribo/binarization/internal/sauvola_functor.hh b/scribo/scribo/binarization/internal/sauvola_functor.hh
index bff8b6f..5363215 100644
--- a/scribo/scribo/binarization/internal/sauvola_functor.hh
+++ b/scribo/scribo/binarization/internal/sauvola_functor.hh
@@ -1,5 +1,4 @@
-// Copyright (C) 2009, 2010, 2011 EPITA Research and Development
-// Laboratory (LRDE)
+// Copyright (C) 2011 EPITA Research and Development Laboratory (LRDE)
//
// This file is part of Olena.
//
diff --git a/scribo/scribo/binarization/internal/sauvola_threshold_functor.hh b/scribo/scribo/binarization/internal/sauvola_threshold_functor.hh
index d7eaf4a..bb38696 100644
--- a/scribo/scribo/binarization/internal/sauvola_threshold_functor.hh
+++ b/scribo/scribo/binarization/internal/sauvola_threshold_functor.hh
@@ -1,5 +1,4 @@
-// Copyright (C) 2009, 2010, 2011 EPITA Research and Development
-// Laboratory (LRDE)
+// Copyright (C) 2011 EPITA Research and Development Laboratory (LRDE)
//
// This file is part of Olena.
//
@@ -57,7 +56,7 @@ namespace scribo
template <typename I>
struct sauvola_threshold_functor
{
- sauvola_threshold_functor(const I& input,
+ sauvola_threshold_functor(const Image<I>& input,
double K, double R);
// Run every 4 pixels.
@@ -86,11 +85,14 @@ namespace scribo
#ifndef MLN_INCLUDE_ONLY
template <typename I>
- sauvola_threshold_functor<I>::sauvola_threshold_functor(const I& input,
+ sauvola_threshold_functor<I>::sauvola_threshold_functor(const Image<I>& input_,
double K, double R)
: K_(K),
R_(R)
{
+ const I& input = exact(input_);
+ mln_precondition(input.is_valid());
+
step_ = 3;
next_line3 = input.delta_index(dpoint2d(+2,0)) + 2 * input.border() - 1;
diff --git a/scribo/scribo/binarization/niblack.hh b/scribo/scribo/binarization/niblack.hh
index 00e6ab6..7561525 100644
--- a/scribo/scribo/binarization/niblack.hh
+++ b/scribo/scribo/binarization/niblack.hh
@@ -33,7 +33,7 @@
# include <mln/core/concept/image.hh>
# include <scribo/binarization/internal/niblack_functor.hh>
-# include <scribo/binarization/internal/sauvola_core.hh>
+# include <scribo/binarization/internal/local_threshold_core.hh>
namespace scribo
{
@@ -96,7 +96,7 @@ namespace scribo
mln_precondition(exact(input).is_valid());
internal::niblack_functor<I> f(input, K);
- internal::sauvola_core(input, f, window_size);
+ internal::local_threshold_core(input, f, window_size);
trace::exiting("scribo::binarization::niblack");
return f.output;
diff --git a/scribo/scribo/binarization/niblack_threshold.hh b/scribo/scribo/binarization/niblack_threshold.hh
index 34517cb..a6b2dbf 100644
--- a/scribo/scribo/binarization/niblack_threshold.hh
+++ b/scribo/scribo/binarization/niblack_threshold.hh
@@ -36,23 +36,9 @@
# include <algorithm>
# include <cmath>
-# include <mln/core/image/image2d.hh>
-# include <mln/value/int_u.hh>
-# include <mln/value/int_u8.hh>
-
-# include <mln/border/mirror.hh>
-# include <mln/border/adjust.hh>
-
-# include <scribo/core/init_integral_image.hh>
-# include <scribo/binarization/internal/niblack_formula.hh>
+# include <mln/core/concept/image.hh>
# include <scribo/binarization/internal/niblack_threshold_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 <scribo/canvas/integral_browsing.hh>
-
+# include <scribo/binarization/internal/local_threshold_core.hh>
namespace scribo
@@ -97,119 +83,6 @@ namespace scribo
# ifndef MLN_INCLUDE_ONLY
-
- // Implementation
-
-
- namespace impl
- {
-
- namespace generic
- {
-
- template <typename I>
- inline
- mln_concrete(I)
- niblack_threshold(const Image<I>& input_, unsigned window_size,
- double K)
- {
- trace::entering("scribo::binarization::impl::generic::niblack_threshold");
-
- // Not implemented
- mlc_abort(I)::check();
-
- typedef mln_concrete(I) output_t;
- trace::exiting("scribo::binarization::impl::generic::niblack_threshold");
- return output_t();
- }
-
- } // end of namespace scribo::binarization::impl::generic
-
-
- template <typename I>
- inline
- mln_concrete(I)
- niblack_threshold_gl(const Image<I>& input_, unsigned window_size,
- double K)
- {
- trace::entering("scribo::binarization::impl::niblack_threshold_gl");
-
- const I& input = exact(input_);
-
- 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);
-
- typedef mln::util::couple<double,double> V_i;
- scribo::util::integral_sum_sum2_functor<mln_value(I), double> fi;
- mln_ch_value(I,V_i)
- integral = scribo::util::init_integral_image(input, 3, fi);
-
-# 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
-
- internal::niblack_threshold_functor<I> f(input, K);
- scribo::canvas::integral_browsing(integral, 1, window_size / 3,
- window_size / 3, 3, f);
-
- trace::exiting("scribo::binarization::impl::niblack_threshold_gl");
- return f.output;
- }
-
-
- } // end of namespace scribo::binarization::impl
-
-
-
-
- // Dispatch
-
- namespace internal
- {
-
- template <unsigned n, typename I>
- inline
- mln_ch_value(I, value::int_u<n>)
- niblack_threshold_dispatch(const value::int_u<n>&, const I& input,
- unsigned window_size,
- double K)
- {
- return impl::niblack_threshold_gl(input, window_size, K);
- }
-
-
- template <typename I>
- inline
- mln_ch_value(I, value::int_u8)
- niblack_threshold_dispatch(const mln_value(I)&, const I& input,
- unsigned window_size,
- double K)
- {
- // No dispatch for this kind of value type.
- mlc_abort(I)::check();
-
- typedef mln_ch_value(I,bool) output_t;
- return output_t();
- }
-
-
- } // end of namespace scribo::binarization::internal
-
-
-
template <typename I>
mln_ch_value(I, value::int_u8)
niblack_threshold(const Image<I>& input, unsigned window_size,
@@ -220,15 +93,11 @@ namespace scribo
mln_precondition(mln_site_(I)::dim == 2);
mln_precondition(exact(input).is_valid());
- typedef mln_value(I) value_t;
- mln_ch_value(I, value::int_u8)
- output = internal::niblack_threshold_dispatch(value_t(),
- exact(input),
- window_size,
- K);
+ internal::niblack_threshold_functor<I> f(input, K);
+ internal::local_threshold_core(input, f, window_size);
trace::exiting("scribo::binarization::niblack_threshold");
- return output;
+ return f.output;
}
diff --git a/scribo/scribo/binarization/sauvola.hh b/scribo/scribo/binarization/sauvola.hh
index ce95526..7022680 100644
--- a/scribo/scribo/binarization/sauvola.hh
+++ b/scribo/scribo/binarization/sauvola.hh
@@ -33,7 +33,7 @@
# include <mln/core/concept/image.hh>
# include <scribo/binarization/internal/sauvola_functor.hh>
-# include <scribo/binarization/internal/sauvola_core.hh>
+# include <scribo/binarization/internal/local_threshold_core.hh>
namespace scribo
{
@@ -95,7 +95,7 @@ namespace scribo
mln_precondition(exact(input).is_valid());
internal::sauvola_functor<I> f(input, K, SCRIBO_DEFAULT_SAUVOLA_R);
- internal::sauvola_core(input, f, window_size);
+ internal::local_threshold_core(input, f, window_size);
trace::exiting("scribo::binarization::sauvola");
return f.output;
diff --git a/scribo/scribo/binarization/sauvola_threshold.hh b/scribo/scribo/binarization/sauvola_threshold.hh
index f93edae..564aaa7 100644
--- a/scribo/scribo/binarization/sauvola_threshold.hh
+++ b/scribo/scribo/binarization/sauvola_threshold.hh
@@ -36,23 +36,10 @@
# include <algorithm>
# include <cmath>
-# include <mln/core/image/image2d.hh>
-# include <mln/value/int_u.hh>
-# include <mln/value/int_u8.hh>
-
-# include <mln/border/mirror.hh>
-# include <mln/border/adjust.hh>
-
-# include <scribo/core/init_integral_image.hh>
-# include <scribo/binarization/internal/sauvola_formula.hh>
+# include <mln/core/concept/image.hh>
+# include <scribo/binarization/internal/local_threshold_core.hh>
# include <scribo/binarization/internal/sauvola_threshold_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 <scribo/canvas/integral_browsing.hh>
-
namespace scribo
@@ -98,121 +85,8 @@ namespace scribo
# ifndef MLN_INCLUDE_ONLY
- // Implementation
-
-
- namespace impl
- {
-
- namespace generic
- {
-
- template <typename I>
- inline
- mln_concrete(I)
- sauvola_threshold(const Image<I>& input_, unsigned window_size,
- double K)
- {
- trace::entering("scribo::binarization::impl::generic::sauvola_threshold");
-
- // Not implemented
- mlc_abort(I)::check();
-
- typedef mln_concrete(I) output_t;
- trace::exiting("scribo::binarization::impl::generic::sauvola_threshold");
- return output_t();
- }
-
- } // end of namespace scribo::binarization::impl::generic
-
-
- template <typename I>
- inline
- mln_concrete(I)
- sauvola_threshold_gl(const Image<I>& input_, unsigned window_size,
- double K)
- {
- trace::entering("scribo::binarization::impl::sauvola_threshold_gl");
-
- const I& input = exact(input_);
-
- 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);
-
- typedef mln::util::couple<double,double> V_i;
- scribo::util::integral_sum_sum2_functor<mln_value(I), double> fi;
- mln_ch_value(I,V_i)
- integral = scribo::util::init_integral_image(input, 3, fi);
-
-# 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
-
- internal::sauvola_threshold_functor<I> f(input, K,
- SCRIBO_DEFAULT_SAUVOLA_R);
- scribo::canvas::integral_browsing(integral, 1, window_size / 3,
- window_size / 3, 3, f);
-
- trace::exiting("scribo::binarization::impl::sauvola_threshold_gl");
- return f.output;
- }
-
-
- } // end of namespace scribo::binarization::impl
-
-
-
-
- // Dispatch
-
- namespace internal
- {
-
- template <unsigned n, typename I>
- inline
- mln_ch_value(I, value::int_u<n>)
- sauvola_threshold_dispatch(const value::int_u<n>&, const I& input,
- unsigned window_size,
- double K)
- {
- return impl::sauvola_threshold_gl(input, window_size, K);
- }
-
-
- template <typename I>
- inline
- mln_ch_value(I, value::int_u8)
- sauvola_threshold_dispatch(const mln_value(I)&, const I& input,
- unsigned window_size,
- double K)
- {
- // No dispatch for this kind of value type.
- mlc_abort(I)::check();
-
- typedef mln_ch_value(I,bool) output_t;
- return output_t();
- }
-
-
- } // end of namespace scribo::binarization::internal
-
-
-
template <typename I>
- mln_ch_value(I, value::int_u8)
+ mln_concrete(I)
sauvola_threshold(const Image<I>& input, unsigned window_size,
double K)
{
@@ -221,15 +95,11 @@ namespace scribo
mln_precondition(mln_site_(I)::dim == 2);
mln_precondition(exact(input).is_valid());
- typedef mln_value(I) value_t;
- mln_ch_value(I, value::int_u8)
- output = internal::sauvola_threshold_dispatch(value_t(),
- exact(input),
- window_size,
- K);
+ internal::sauvola_threshold_functor<I> f(input, K, SCRIBO_DEFAULT_SAUVOLA_R);
+ internal::local_threshold_core(input, f, window_size);
trace::exiting("scribo::binarization::sauvola_threshold");
- return output;
+ return f.output;
}
--
1.7.2.5
12 years, 6 months
- 1
- 0
olena-2.0-80-gf853081 Refactoring of local threshold binarization algorithms
by Guillaume Lazzara
---
.../binarization/internal/first_pass_functor.hh | 177 -------------
.../binarization/internal/local_threshold_debug.hh | 13 +-
.../binarization/internal/niblack_formula.hh | 8 +-
.../binarization/internal/niblack_functor.hh | 150 +++++++++++
.../internal/niblack_threshold_functor.hh | 149 +++++++++++
.../scribo/binarization/internal/sauvola_core.hh | 257 +++++++++++++++++++
.../binarization/internal/sauvola_formula.hh | 18 +-
.../binarization/internal/sauvola_functor.hh | 157 ++++++++++++
.../binarization/internal/sauvola_ms_functor.hh | 185 ++++++++++++++
.../internal/sauvola_threshold_functor.hh | 156 ++++++++++++
scribo/scribo/binarization/local_threshold.hh | 18 +-
scribo/scribo/binarization/niblack.hh | 110 +--------
scribo/scribo/binarization/niblack_threshold.hh | 170 +++++--------
scribo/scribo/binarization/sauvola.hh | 100 +-------
scribo/scribo/binarization/sauvola_ms.hh | 107 ++++-----
scribo/scribo/binarization/sauvola_threshold.hh | 162 +++++--------
.../{internal => trash}/compute_local_threshold.hh | 0
scribo/scribo/canvas/integral_browsing.hh | 4 +-
scribo/scribo/util/compute_sub_domains.hh | 110 ++++++++
scribo/scribo/util/init_integral_image.hh | 264 ++++++++++++++++++++
.../scribo/util/integral_sub_sum_sum2_functor.hh | 193 ++++++++++++++
scribo/scribo/util/integral_sum_sum2_functor.hh | 140 +++++++++++
.../binarization/pgm_niblack_threshold_image.cc | 78 ++++++
scribo/src/binarization/sauvola_ms.cc | 11 +-
scribo/src/binarization/sauvola_ms_debug.cc | 5 +
25 files changed, 2073 insertions(+), 669 deletions(-)
delete mode 100644 scribo/scribo/binarization/internal/first_pass_functor.hh
create mode 100644 scribo/scribo/binarization/internal/niblack_functor.hh
create mode 100644 scribo/scribo/binarization/internal/niblack_threshold_functor.hh
create mode 100644 scribo/scribo/binarization/internal/sauvola_core.hh
create mode 100644 scribo/scribo/binarization/internal/sauvola_functor.hh
create mode 100644 scribo/scribo/binarization/internal/sauvola_ms_functor.hh
create mode 100644 scribo/scribo/binarization/internal/sauvola_threshold_functor.hh
rename scribo/scribo/binarization/{internal => trash}/compute_local_threshold.hh (100%)
create mode 100644 scribo/scribo/util/compute_sub_domains.hh
create mode 100644 scribo/scribo/util/init_integral_image.hh
create mode 100644 scribo/scribo/util/integral_sub_sum_sum2_functor.hh
create mode 100644 scribo/scribo/util/integral_sum_sum2_functor.hh
create mode 100644 scribo/src/binarization/pgm_niblack_threshold_image.cc
diff --git a/scribo/scribo/binarization/internal/first_pass_functor.hh b/scribo/scribo/binarization/internal/first_pass_functor.hh
deleted file mode 100644
index f0ae5a9..0000000
--- a/scribo/scribo/binarization/internal/first_pass_functor.hh
+++ /dev/null
@@ -1,177 +0,0 @@
-// 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.
-
-#ifndef SCRIBO_BINARIZATION_INTERNAL_FIRST_PASS_FUNCTOR_HH
-# define SCRIBO_BINARIZATION_INTERNAL_FIRST_PASS_FUNCTOR_HH
-
-/// \file
-///
-///
-
-# include <mln/core/image/image2d.hh>
-# include <mln/core/alias/neighb2d.hh>
-# include <mln/extension/fill.hh>
-# include <mln/value/int_u8.hh>
-# include <mln/data/fill.hh>
-
-# include <scribo/binarization/internal/sauvola_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 first_pass_functor
- {
- const I& input;
- mln_fwd_pixter(const I) pxl;
- double res;
- image2d<unsigned> parent;
- image2d<unsigned> card;
- image2d<bool> msk;
- image2d<value::int_u8> t_sub;
-
- unsigned n_nbhs;
- mln::util::array<int> dp;
-
- double K_;
- double R_;
-
- sauvola_formula formula_;
-
- first_pass_functor(const I& input, double K, double R);
-
- void exec(double mean, double stddev);
- void finalize();
- };
-
-
-# ifndef MLN_INCLUDE_ONLY
-
- inline
- unsigned my_find_root(image2d<unsigned>& parent, unsigned x)
- {
- if (parent.element(x) == x)
- return x;
- return parent.element(x) = my_find_root(parent,
- parent.element(x));
- }
-
-
- template <typename I>
- first_pass_functor<I>::first_pass_functor(const I& input, double K, double R)
- : input(input),
- pxl(input),
- K_(K),
- R_(R)
- {
- res = 0;
- pxl.start();
-
- initialize(t_sub, input);
- initialize(parent, input);
- initialize(msk, input);
-
-# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
- initialize(debug_mean, input);
- initialize(debug_stddev, input);
-# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
-
- mln::extension::fill(msk, false);
-
- initialize(card, input);
- data::fill(card, 1);
-
- dp = negative_offsets_wrt(input, c4());
- n_nbhs = dp.nelements();
- }
-
-
- template <typename I>
- void
- first_pass_functor<I>::exec(double mean, double stddev)
- {
- mln_precondition(pxl.is_valid());
-
- unsigned p = pxl.offset();
-
- value::int_u8 t_p;
- mln::convert::from_to(formula_(input.point_at_index(p), mean, stddev, K_, R_),
- t_p);
-
- msk.element(p) = input.element(p) < t_p;
- t_sub.element(p) = t_p;
- if (! msk.element(p))
- {
- pxl.next();
- return;
- }
- parent.element(p) = p;
- for (unsigned i = 0; i < n_nbhs; ++i)
- {
- unsigned n = p + dp[i];
- if (! msk.element(n))
- continue;
- unsigned r = my_find_root(parent, n);
- if (r != p)
- {
- parent.element(r) = p;
- card.element(p) += card.element(r);
- }
- }
-
- pxl.next(); // next pixel
- }
-
-
- template <typename I>
- void first_pass_functor<I>::finalize()
- {
- mln_assertion(! pxl.is_valid());
- }
-
-#endif // ! MLN_INCLUDE_ONLY
-
- } // end of namespace scribo::binarization::internal
-
- } // end of namespace scribo::binarization
-
-} // end of namespace scribo
-
-#endif // SCRIBO_BINARIZATION_INTERNAL_FIRST_PASS_FUNCTOR_HH
diff --git a/scribo/scribo/binarization/internal/local_threshold_debug.hh b/scribo/scribo/binarization/internal/local_threshold_debug.hh
index a9da06c..f728df3 100644
--- a/scribo/scribo/binarization/internal/local_threshold_debug.hh
+++ b/scribo/scribo/binarization/internal/local_threshold_debug.hh
@@ -52,14 +52,15 @@ namespace scribo
namespace internal
{
- char* stddev_image_output = 0;
- char* mean_image_output = 0;
- char* threshold_image_output = 0;
+ const char* stddev_image_output = 0;
+ const char* mean_image_output = 0;
+ const char* threshold_image_output = 0;
- char* scale_image_output = 0;
+ const char* scale_image_output = 0;
+ const char* scale_iz_image_output = 0;
- char* alpham_image_output = 0;
- char* alphacond_image_output = 0;
+ const char* alpham_image_output = 0;
+ const char* alphacond_image_output = 0;
// Declare debug images.
image2d<double> debug_stddev;
diff --git a/scribo/scribo/binarization/internal/niblack_formula.hh b/scribo/scribo/binarization/internal/niblack_formula.hh
index 54dbc9b..d7d7580 100644
--- a/scribo/scribo/binarization/internal/niblack_formula.hh
+++ b/scribo/scribo/binarization/internal/niblack_formula.hh
@@ -59,13 +59,11 @@ namespace scribo
\param[in] k Control the threshold value in the local
window. The higher, the lower the threshold
form the local mean m(x, y).
- \param[in] R Maximum value of the standard deviation (128
- for grayscale documents). Unused in this formula.
\return A threshold.
*/
double operator()(const double m_x_y, const double s_x_y,
- const double K, const double R) const;
+ const double K) const;
/*!
\overload K = 0.34.
@@ -80,7 +78,7 @@ namespace scribo
inline
double
niblack_formula::operator()(const double m_x_y, const double s_x_y,
- const double K, const double /*R*/) const
+ const double K) const
{
return m_x_y + K * s_x_y;
}
@@ -90,7 +88,7 @@ namespace scribo
niblack_formula::operator()(const double m_x_y, const double s_x_y) const
{
return (*this)(m_x_y, s_x_y,
- SCRIBO_DEFAULT_NIBLACK_K, 128);
+ SCRIBO_DEFAULT_NIBLACK_K);
}
diff --git a/scribo/scribo/binarization/internal/niblack_functor.hh b/scribo/scribo/binarization/internal/niblack_functor.hh
new file mode 100644
index 0000000..83d5bbd
--- /dev/null
+++ b/scribo/scribo/binarization/internal/niblack_functor.hh
@@ -0,0 +1,150 @@
+// Copyright (C) 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.
+
+#ifndef SCRIBO_BINARIZATION_INTERNAL_NIBLACK_FUNCTOR_HH
+# define SCRIBO_BINARIZATION_INTERNAL_NIBLACK_FUNCTOR_HH
+
+/// \file
+///
+/// \todo Refactor with sauvola_functor.
+
+# include <mln/core/image/image2d.hh>
+# include <mln/core/alias/neighb2d.hh>
+# include <mln/extension/fill.hh>
+
+# include <scribo/binarization/internal/niblack_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 niblack_functor
+ {
+ niblack_functor(const Image<I>& input, double K);
+
+ // 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_;
+
+ scribo::binarization::internal::niblack_formula formula_;
+
+ int step_;
+ unsigned next_line3;
+ unsigned offset1;
+ unsigned offset2;
+ };
+
+#ifndef MLN_INCLUDE_ONLY
+
+ template <typename I>
+ niblack_functor<I>::niblack_functor(const Image<I>& input_,
+ double K)
+ : input(exact(input_)),
+ pi(&input(input.domain().pmin())),
+ K_(K)
+ {
+ step_ = 3;
+ next_line3 = input.delta_index(dpoint2d(+2,0)) + 2 * input.border() - 1;
+
+ 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
+ niblack_functor<I>::exec(double mean, double stddev)
+ {
+ double th = formula_(mean, stddev, K_);
+
+ 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;
+# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
+
+ }
+
+ template <typename I>
+ void
+ niblack_functor<I>::end_of_row(int)
+ {
+ po += next_line3;
+ pi += next_line3;
+ }
+
+ template <typename I>
+ void
+ niblack_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_NIBLACK_FUNCTOR_HH
diff --git a/scribo/scribo/binarization/internal/niblack_threshold_functor.hh b/scribo/scribo/binarization/internal/niblack_threshold_functor.hh
new file mode 100644
index 0000000..b6d6aae
--- /dev/null
+++ b/scribo/scribo/binarization/internal/niblack_threshold_functor.hh
@@ -0,0 +1,149 @@
+// Copyright (C) 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.
+
+#ifndef SCRIBO_BINARIZATION_INTERNAL_NIBLACK_THRESHOLD_FUNCTOR_HH
+# define SCRIBO_BINARIZATION_INTERNAL_NIBLACK_THRESHOLD_FUNCTOR_HH
+
+/// \file
+///
+/// \todo Refactor with sauvola_threshold_functor.
+
+# include <mln/core/image/image2d.hh>
+# include <mln/core/alias/neighb2d.hh>
+# include <mln/extension/fill.hh>
+
+# include <scribo/binarization/internal/niblack_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 niblack_threshold_functor
+ {
+ niblack_threshold_functor(const I& input,
+ double K);
+
+ // Run every 4 pixels.
+ void exec(double mean, double stddev);
+
+ void end_of_row(int);
+
+ void finalize();
+
+ typedef mln_concrete(I) th_t;
+ th_t output;
+
+ mln_value(I)* po;
+
+ double K_;
+
+ scribo::binarization::internal::niblack_formula formula_;
+
+ int step_;
+ unsigned next_line3;
+ unsigned offset1;
+ unsigned offset2;
+ };
+
+#ifndef MLN_INCLUDE_ONLY
+
+ template <typename I>
+ niblack_threshold_functor<I>::niblack_threshold_functor(const I& input,
+ double K)
+ : K_(K)
+ {
+ step_ = 3;
+ next_line3 = input.delta_index(dpoint2d(+2,0)) + 2 * input.border() - 1;
+
+ 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
+ niblack_threshold_functor<I>::exec(double mean, double stddev)
+ {
+ static point2d p(0,0);
+
+ typedef mln_value(I) V;
+ V th = static_cast<V>(formula_(mean, stddev, K_));
+
+ for (int i = 0; i < step_; ++i, ++po)
+ {
+ *po = th;
+ *(po + offset1) = th;
+ *(po + offset2) = th;
+ }
+
+# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
+ // Store local mean
+ unsigned index = po - output.buffer();
+
+ internal::debug_mean.element(index) = mean * internal::mean_debug_factor;
+ internal::debug_stddev.element(index) = stddev * internal::stddev_debug_factor;
+ internal::debug_threshold.element(index) = t;
+# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
+
+ }
+
+ template <typename I>
+ void
+ niblack_threshold_functor<I>::end_of_row(int)
+ {
+ po += next_line3;
+ }
+
+ template <typename I>
+ void
+ niblack_threshold_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_NIBLACK_THRESHOLD_FUNCTOR_HH
diff --git a/scribo/scribo/binarization/internal/sauvola_core.hh b/scribo/scribo/binarization/internal/sauvola_core.hh
new file mode 100644
index 0000000..9e3592f
--- /dev/null
+++ b/scribo/scribo/binarization/internal/sauvola_core.hh
@@ -0,0 +1,257 @@
+// Copyright (C) 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.
+
+#ifndef SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_CORE_HH
+# define SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_CORE_HH
+
+/// \file
+///
+///
+
+# include <mln/core/concept/image.hh>
+# include <mln/data/transform.hh>
+# include <mln/value/int_u8.hh>
+
+# include <mln/border/mirror.hh>
+# include <mln/border/adjust.hh>
+
+# include <scribo/canvas/integral_browsing.hh>
+
+# include <scribo/util/init_integral_image.hh>
+# include <scribo/util/integral_sum_sum2_functor.hh>
+# include <scribo/util/compute_sub_domains.hh>
+
+# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
+# include <scribo/binarization/internal/local_threshold_debug.hh>
+# include <mln/io/pgm/save.hh>
+# include <mln/io/pbm/save.hh>
+# include <mln/data/saturate.hh>
+# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
+
+# include <mln/util/timer.hh>
+
+namespace scribo
+{
+
+ namespace binarization
+ {
+
+ namespace internal
+ {
+
+ using namespace mln;
+
+
+ /*! \brief Run Sauvola core algorithm. Use functor \p f to
+ compute the threshold and perform computation.
+
+ \input[in] input An image.
+ \input[in] f Functor computing Sauvola's formula.
+ \input[in] window_size The window size.
+
+ */
+ template <typename I, typename F>
+ void
+ sauvola_core(const Image<I>& input, F& f,
+ unsigned window_size);
+
+
+ /// \overload
+ /// The window size is set to 11.
+ //
+ template <typename I, typename F>
+ void
+ sauvola_core(const Image<I>& input, F& f);
+
+
+# ifndef MLN_INCLUDE_ONLY
+
+
+ // Implementations.
+
+ namespace impl
+ {
+
+ namespace generic
+ {
+
+ using namespace mln;
+
+ template <typename I, typename F>
+ void
+ sauvola_core(const Image<I>& input, unsigned window_size)
+ {
+ trace::entering("scribo::binarization::internal::impl::generic::sauvola_core");
+
+ // Not implemented
+ mlc_abort(I)::check();
+
+ trace::exiting("scribo::binarization::internal::impl::generic::sauvola_core");
+ }
+
+ } // end of namespace scribo::binarization::internal::impl::generic
+
+
+ template <typename I, typename F>
+ void
+ sauvola_core_fastest(const Image<I>& input, F& f, unsigned window_size)
+ {
+ trace::entering("scribo::binarization::internal::impl::generic::sauvola_core");
+ mln_precondition(exact(input).is_valid());
+
+ mln::util::timer t;
+ t.start();
+
+ // 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_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());
+
+ 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::canvas::integral_browsing(integral, 1, window_size / 3,
+ window_size / 3, 3, f);
+ t.stop();
+ std::cout << "Binarization - " << t << std::endl;
+
+ trace::exiting("scribo::binarization::internal::impl::generic::sauvola_core");
+ }
+
+
+ } // end of namespace scribo::binarization::internal::impl
+
+
+
+ // Dispatch
+
+ namespace internal
+ {
+
+ template <typename I, typename F>
+ void
+ sauvola_core_dispatch(const mln_value(I)&,
+ const Image<I>& input, F& f,
+ unsigned window_size)
+ {
+ impl::generic::sauvola_core(input, f, window_size);
+ }
+
+ template <typename I, typename F>
+ void
+ sauvola_core_dispatch(mln::trait::image::speed::fastest,
+ const mln_value(I)&,
+ const Image<I>& input, F& f,
+ unsigned window_size)
+ {
+ impl::sauvola_core_fastest(input, f, window_size);
+ }
+
+
+ template <typename I, typename F>
+ void
+ sauvola_core_dispatch(const Image<I>& input, F& f,
+ unsigned window_size)
+ {
+ typedef mln_value(I) V;
+ sauvola_core_dispatch(mln_trait_image_speed(I)(),
+ V(), input, f, window_size);
+ }
+
+ } // end of namespace scribo::binarization::internal::internal
+
+
+
+ // Facades
+
+ template <typename I, typename F>
+ void
+ sauvola_core(const Image<I>& input, F& f, unsigned window_size)
+ {
+ trace::entering("scribo::binarization::internal::sauvola_core");
+
+ mln_precondition(exact(input).is_valid());
+
+ internal::sauvola_core_dispatch(input, f, window_size);
+
+# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
+ if (stddev_image_output)
+ io::pgm::save(data::saturate(value::int_u8(), debug_stddev),
+ stddev_image_output);
+ if (mean_image_output)
+ io::pgm::save(data::saturate(value::int_u8(), debug_mean),
+ mean_image_output);
+ if (threshold_image_output)
+ io::pgm::save(data::saturate(value::int_u8(), debug_threshold),
+ threshold_image_output);
+
+ if (alpham_image_output)
+ io::pgm::save(data::saturate(value::int_u8(), debug_alpham),
+ alpham_image_output);
+ if (alphacond_image_output)
+ io::pbm::save(debug_alphacond, alphacond_image_output);
+# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
+
+ trace::exiting("scribo::binarization::internal::sauvola_core");
+ }
+
+ template <typename I, typename F>
+ void
+ sauvola_core(const Image<I>& input, F& f)
+ {
+ sauvola_core(input, f, 11);
+ }
+
+
+# endif // ! MLN_INCLUDE_ONLY
+
+ } // end of namespace scribo::binarization::internal
+
+ } // end of namespace scribo::binarization
+
+} // end of namespace scribo
+
+
+#endif // ! SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_CORE_HH
diff --git a/scribo/scribo/binarization/internal/sauvola_formula.hh b/scribo/scribo/binarization/internal/sauvola_formula.hh
index e010e85..a06d6f9 100644
--- a/scribo/scribo/binarization/internal/sauvola_formula.hh
+++ b/scribo/scribo/binarization/internal/sauvola_formula.hh
@@ -48,7 +48,7 @@
#include <mln/core/alias/point2d.hh>
-extern mln::image2d<bool> skewness_pbm;
+// extern mln::image2d<bool> skewness_pbm;
namespace scribo
{
@@ -76,13 +76,13 @@ namespace scribo
\return A threshold.
*/
- double operator()(const point2d& p, const double m_x_y, const double s_x_y,
+ double operator()(const double m_x_y, const double s_x_y,
const double K, const double R) const;
/*!
\overload K = 0.34 and R = 128.
*/
- double operator()(const point2d& p, const double m_x_y, const double s_x_y) const;
+ double operator()(const double m_x_y, const double s_x_y) const;
};
@@ -94,7 +94,7 @@ namespace scribo
inline
double
- sauvola_formula::operator()(const point2d& p, const double m_x_y, const double s_x_y,
+ sauvola_formula::operator()(const double m_x_y, const double s_x_y,
const double K, const double R) const
{
// if (b)
@@ -104,17 +104,17 @@ namespace scribo
// if (skewness_ > 0)
// if (new_t != old_t)
// std::cout << skewness_ << " - " << new_t << " vs " << old_t << std::endl;
- if (skewness_pbm(p))
+ // if (skewness_pbm(p))
return m_x_y * (1.0 + K * ((s_x_y / R) - 1.0));
- else
- return (255 - m_x_y) * (1.0 + K * ((s_x_y / R) - 1.0));
+ // else
+ // return (255 - m_x_y) * (1.0 + K * ((s_x_y / R) - 1.0));
}
inline
double
- sauvola_formula::operator()(const point2d& p, const double m_x_y, const double s_x_y) const
+ sauvola_formula::operator()(const double m_x_y, const double s_x_y) const
{
- return (*this)(p, m_x_y, s_x_y,
+ return (*this)(m_x_y, s_x_y,
SCRIBO_DEFAULT_SAUVOLA_K, SCRIBO_DEFAULT_SAUVOLA_R);
}
diff --git a/scribo/scribo/binarization/internal/sauvola_functor.hh b/scribo/scribo/binarization/internal/sauvola_functor.hh
new file mode 100644
index 0000000..bff8b6f
--- /dev/null
+++ b/scribo/scribo/binarization/internal/sauvola_functor.hh
@@ -0,0 +1,157 @@
+// 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.
+
+#ifndef SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_FUNCTOR_HH
+# define SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_FUNCTOR_HH
+
+/// \file
+///
+///
+
+# include <mln/core/image/image2d.hh>
+# include <mln/core/alias/neighb2d.hh>
+# include <mln/extension/fill.hh>
+
+# include <scribo/binarization/internal/sauvola_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 sauvola_functor
+ {
+ sauvola_functor(const Image<I>& input, double K, double R);
+
+ // 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_;
+ double R_;
+
+ scribo::binarization::internal::sauvola_formula formula_;
+
+ int step_;
+ unsigned next_line3;
+ unsigned offset1;
+ unsigned offset2;
+ };
+
+#ifndef MLN_INCLUDE_ONLY
+
+ template <typename I>
+ sauvola_functor<I>::sauvola_functor(const Image<I>& input_,
+ double K, double R)
+ : input(exact(input_)),
+ pi(&input(input.domain().pmin())),
+ K_(K),
+ R_(R)
+ {
+ step_ = 3;
+ next_line3 = input.delta_index(dpoint2d(+2,0)) + 2 * input.border() - 1;
+
+ 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
+ sauvola_functor<I>::exec(double mean, double stddev)
+ {
+ double th = formula_(mean, stddev, K_, R_);
+
+ 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
+ sauvola_functor<I>::end_of_row(int)
+ {
+ po += next_line3;
+ pi += next_line3;
+ }
+
+ template <typename I>
+ void
+ sauvola_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_SAUVOLA_FUNCTOR_HH
diff --git a/scribo/scribo/binarization/internal/sauvola_ms_functor.hh b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh
new file mode 100644
index 0000000..9a23aa4
--- /dev/null
+++ b/scribo/scribo/binarization/internal/sauvola_ms_functor.hh
@@ -0,0 +1,185 @@
+// 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.
+
+#ifndef SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_MS_FUNCTOR_HH
+# define SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_MS_FUNCTOR_HH
+
+/// \file
+///
+///
+
+# include <mln/core/image/image2d.hh>
+# include <mln/core/alias/neighb2d.hh>
+# include <mln/extension/fill.hh>
+# include <mln/value/int_u8.hh>
+# include <mln/data/fill.hh>
+
+# include <scribo/binarization/internal/sauvola_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 sauvola_ms_functor
+ {
+ const I& input;
+ mln_fwd_pixter(const I) pxl;
+ double res;
+ image2d<unsigned> parent;
+ image2d<unsigned> card;
+ image2d<bool> msk;
+ image2d<value::int_u8> t_sub;
+
+ unsigned n_nbhs;
+ mln::util::array<int> dp;
+
+ double K_;
+ double R_;
+
+ sauvola_formula formula_;
+
+ sauvola_ms_functor(const I& input, double K, double R);
+
+ void exec(double mean, double stddev);
+ void end_of_row(int row);
+ void finalize();
+
+ };
+
+
+# ifndef MLN_INCLUDE_ONLY
+
+ inline
+ unsigned my_find_root(image2d<unsigned>& parent, unsigned x)
+ {
+ if (parent.element(x) == x)
+ return x;
+ return parent.element(x) = my_find_root(parent,
+ parent.element(x));
+ }
+
+
+ template <typename I>
+ sauvola_ms_functor<I>::sauvola_ms_functor(const I& input, double K, double R)
+ : input(input),
+ pxl(input),
+ K_(K),
+ R_(R)
+ {
+ res = 0;
+ pxl.start();
+
+ initialize(t_sub, input);
+ initialize(parent, input);
+ initialize(msk, input);
+
+# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
+ initialize(debug_mean, input);
+ initialize(debug_stddev, input);
+# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
+
+ mln::extension::fill(msk, false);
+
+ initialize(card, input);
+ data::fill(card, 1);
+
+ dp = negative_offsets_wrt(input, c4());
+ n_nbhs = dp.nelements();
+ }
+
+
+ template <typename I>
+ void
+ sauvola_ms_functor<I>::exec(double mean, double stddev)
+ {
+ mln_precondition(pxl.is_valid());
+
+ unsigned p = pxl.offset();
+
+ value::int_u8 t_p;
+ mln::convert::from_to(formula_(mean, stddev, K_, R_), t_p);
+
+ msk.element(p) = input.element(p) < t_p;
+ t_sub.element(p) = t_p;
+ if (! msk.element(p))
+ {
+ pxl.next();
+ return;
+ }
+ parent.element(p) = p;
+ for (unsigned i = 0; i < n_nbhs; ++i)
+ {
+ unsigned n = p + dp[i];
+ if (! msk.element(n))
+ continue;
+ unsigned r = my_find_root(parent, n);
+ if (r != p)
+ {
+ parent.element(r) = p;
+ card.element(p) += card.element(r);
+ }
+ }
+
+ pxl.next(); // next pixel
+ }
+
+
+ template <typename I>
+ void
+ sauvola_ms_functor<I>::end_of_row(int row)
+ {
+ (void) row;
+ }
+
+ template <typename I>
+ void sauvola_ms_functor<I>::finalize()
+ {
+ mln_assertion(! pxl.is_valid());
+ }
+
+#endif // ! MLN_INCLUDE_ONLY
+
+ } // end of namespace scribo::binarization::internal
+
+ } // end of namespace scribo::binarization
+
+} // end of namespace scribo
+
+#endif // SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_MS_FUNCTOR_HH
diff --git a/scribo/scribo/binarization/internal/sauvola_threshold_functor.hh b/scribo/scribo/binarization/internal/sauvola_threshold_functor.hh
new file mode 100644
index 0000000..d7eaf4a
--- /dev/null
+++ b/scribo/scribo/binarization/internal/sauvola_threshold_functor.hh
@@ -0,0 +1,156 @@
+// 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.
+
+#ifndef SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_THRESHOLD_FUNCTOR_HH
+# define SCRIBO_BINARIZATION_INTERNAL_SAUVOLA_THRESHOLD_FUNCTOR_HH
+
+/// \file
+///
+///
+
+# include <mln/core/image/image2d.hh>
+# include <mln/core/alias/neighb2d.hh>
+# include <mln/extension/fill.hh>
+
+# include <scribo/binarization/internal/sauvola_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 sauvola_threshold_functor
+ {
+ sauvola_threshold_functor(const I& input,
+ double K, double R);
+
+ // Run every 4 pixels.
+ void exec(double mean, double stddev);
+
+ void end_of_row(int);
+
+ void finalize();
+
+ typedef mln_concrete(I) th_t;
+ th_t output;
+
+ mln_value(I)* po;
+
+ double K_;
+ double R_;
+
+ scribo::binarization::internal::sauvola_formula formula_;
+
+ int step_;
+ unsigned next_line3;
+ unsigned offset1;
+ unsigned offset2;
+ };
+
+#ifndef MLN_INCLUDE_ONLY
+
+ template <typename I>
+ sauvola_threshold_functor<I>::sauvola_threshold_functor(const I& input,
+ double K, double R)
+ : K_(K),
+ R_(R)
+ {
+ step_ = 3;
+ next_line3 = input.delta_index(dpoint2d(+2,0)) + 2 * input.border() - 1;
+
+ 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
+ sauvola_threshold_functor<I>::exec(double mean, double stddev)
+ {
+ static point2d p(0,0);
+
+ typedef mln_value(I) V;
+ V th = static_cast<V>(formula_(mean, stddev, K_, R_));
+
+ for (int i = 0; i < step_; ++i, ++po)
+ {
+ *po = th;
+ *(po + offset1) = th;
+ *(po + offset2) = th;
+ }
+
+# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
+ // Store local mean
+ unsigned index = po - output.buffer();
+
+ internal::debug_mean.element(index) = mean * internal::mean_debug_factor;
+ internal::debug_stddev.element(index) = stddev * internal::stddev_debug_factor;
+ internal::debug_threshold.element(index) = t;
+
+ double alpha = K * (1 - stddev / R);
+ internal::debug_alpham.element(index) = alpha * mean * internal::alpham_debug_factor;
+ internal::debug_alphacond.element(index) = (stddev < (alpha * mean / 2.));
+# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
+
+ }
+
+ template <typename I>
+ void
+ sauvola_threshold_functor<I>::end_of_row(int)
+ {
+ po += next_line3;
+ }
+
+ template <typename I>
+ void
+ sauvola_threshold_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_SAUVOLA_THRESHOLD_FUNCTOR_HH
diff --git a/scribo/scribo/binarization/local_threshold.hh b/scribo/scribo/binarization/local_threshold.hh
index ab589e2..e7b0f5d 100644
--- a/scribo/scribo/binarization/local_threshold.hh
+++ b/scribo/scribo/binarization/local_threshold.hh
@@ -1,5 +1,5 @@
-// Copyright (C) 2009, 2010 EPITA Research and Development Laboratory
-// (LRDE)
+// Copyright (C) 2009, 2010, 2011 EPITA Research and Development
+// Laboratory (LRDE)
//
// This file is part of Olena.
//
@@ -34,8 +34,6 @@
///
/// \brief Binarize an image using a threshold image.
-extern mln::image2d<bool> skewness_pbm;
-
namespace scribo
{
@@ -111,10 +109,7 @@ namespace scribo
mln_piter(I) p(input.domain());
for_all(p)
- if (skewness_pbm(p))
- output(p) = (input(p) <= threshold(p));
- else
- output(p) = ((255 - input(p)) <= threshold(p));
+ output(p) = (input(p) <= threshold(p));
trace::exiting("scribo::binarization::impl::generic::local_threshold");
return output;
@@ -135,8 +130,6 @@ namespace scribo
const I& input = exact(input_);
const T& threshold = exact(threshold_);
- border::resize(::skewness_pbm, input.border());
-
typedef mln_ch_value(I, bool) O;
O output;
initialize(output, input);
@@ -146,10 +139,7 @@ namespace scribo
mln_pixter(O) po(output);
for_all_3(pi, pt, po)
- if (skewness_pbm.element(pi.offset()))
- po.val() = (pi.val() <= pt.val());
- else
- po.val() = ((255 - pi.val()) <= pt.val());
+ po.val() = (pi.val() <= pt.val());
trace::exiting("scribo::binarization::impl::generic::local_threshold_fastest");
return output;
diff --git a/scribo/scribo/binarization/niblack.hh b/scribo/scribo/binarization/niblack.hh
index e66e7b4..00e6ab6 100644
--- a/scribo/scribo/binarization/niblack.hh
+++ b/scribo/scribo/binarization/niblack.hh
@@ -1,4 +1,5 @@
-// Copyright (C) 2011 EPITA Research and Development Laboratory (LRDE)
+// Copyright (C) 2009, 2010, 2011 EPITA Research and Development
+// Laboratory (LRDE)
//
// This file is part of Olena.
//
@@ -31,18 +32,8 @@
///
# include <mln/core/concept/image.hh>
-# include <mln/data/transform.hh>
-# include <mln/value/int_u8.hh>
-
-# include <scribo/binarization/niblack_threshold.hh>
-# include <scribo/binarization/local_threshold.hh>
-# include <scribo/binarization/internal/local_threshold_debug.hh>
-
-# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
-# include <mln/io/pgm/save.hh>
-# include <mln/io/pbm/save.hh>
-# include <mln/data/saturate.hh>
-# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
+# include <scribo/binarization/internal/niblack_functor.hh>
+# include <scribo/binarization/internal/sauvola_core.hh>
namespace scribo
{
@@ -57,7 +48,7 @@ namespace scribo
\input[in] input An image.
\input[in] window_size The window size.
- \input[in] K Niblack's formulae constant.
+ \input[in] K Sauvola's formulae constant.
\return A binary image.
@@ -70,7 +61,8 @@ namespace scribo
/*! \brief Convert an image into a binary image.
- Niblack's formulae constant K is set to 0.34.
+ Sauvola's formulae constant K is set to
+ SCRIBO_DEFAULT_NIBLACK_K.
\input[in] input An image.
\input[in] window_size The window size.
@@ -93,101 +85,21 @@ namespace scribo
# ifndef MLN_INCLUDE_ONLY
-
- // Implementations.
-
- namespace impl
- {
-
- namespace generic
- {
-
- template <typename I>
- mln_ch_value(I, bool)
- niblack(const Image<I>& input, unsigned window_size, double K)
- {
- trace::entering("scribo::binarization::impl::generic::niblack");
- mln_precondition(exact(input).is_valid());
-
- mln_ch_value(I,value::int_u8)
- threshold_image = binarization::niblack_threshold(input, window_size, K);
-
- mln_ch_value(I, bool)
- output = local_threshold(input, threshold_image);
-
- trace::exiting("scribo::binarization::impl::generic::niblack");
- return output;
- }
-
- } // end of namespace scribo::binarization::impl::generic
-
-
- } // end of namespace scribo::binarization::impl
-
-
-
- // Dispatch
-
- namespace internal
- {
-
- template <typename I>
- mln_ch_value(I, bool)
- niblack_dispatch(const mln_value(I)&,
- const Image<I>& input, unsigned window_size,
- double K)
- {
- return impl::generic::niblack(input, window_size, K);
- }
-
-
- template <typename I>
- mln_ch_value(I, bool)
- niblack_dispatch(const Image<I>& input, unsigned window_size,
- double K)
- {
- typedef mln_value(I) V;
- return niblack_dispatch(V(), input, window_size, K);
- }
-
- } // end of namespace scribo::binarization::internal
-
-
-
// Facades
template <typename I>
mln_ch_value(I, bool)
- niblack(const Image<I>& input, unsigned window_size, double K)
+ niblack(const Image<I>& input, unsigned window_size, double K)
{
trace::entering("scribo::binarization::niblack");
mln_precondition(exact(input).is_valid());
- mln_ch_value(I, bool)
- output = internal::niblack_dispatch(input, window_size, K);
-
-# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
- if (internal::stddev_image_output)
- io::pgm::save(data::saturate(value::int_u8(), internal::debug_stddev),
- internal::stddev_image_output);
- if (internal::mean_image_output)
- io::pgm::save(data::saturate(value::int_u8(), internal::debug_mean),
- internal::mean_image_output);
- if (internal::threshold_image_output)
- io::pgm::save(data::saturate(value::int_u8(), internal::debug_threshold),
- internal::threshold_image_output);
-
- if (internal::alpham_image_output)
- io::pgm::save(data::saturate(value::int_u8(), internal::debug_alpham),
- internal::alpham_image_output);
- if (internal::alphacond_image_output)
- io::pbm::save(internal::debug_alphacond, internal::alphacond_image_output);
-# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
-
+ internal::niblack_functor<I> f(input, K);
+ internal::sauvola_core(input, f, window_size);
trace::exiting("scribo::binarization::niblack");
- return output;
+ return f.output;
}
diff --git a/scribo/scribo/binarization/niblack_threshold.hh b/scribo/scribo/binarization/niblack_threshold.hh
index db4a74e..34517cb 100644
--- a/scribo/scribo/binarization/niblack_threshold.hh
+++ b/scribo/scribo/binarization/niblack_threshold.hh
@@ -1,4 +1,5 @@
-// Copyright (C) 2011 EPITA Research and Development Laboratory (LRDE)
+// Copyright (C) 2009, 2010, 2011 EPITA Research and Development
+// Laboratory (LRDE)
//
// This file is part of Olena.
//
@@ -31,7 +32,6 @@
/// Compute an image of local threshold using Niblack algorithm.
/// \fixme return type too restrictive!
-/// \fixme Revamp code and merge with sauvola_threshold.hh.
# include <algorithm>
# include <cmath>
@@ -40,9 +40,18 @@
# include <mln/value/int_u.hh>
# include <mln/value/int_u8.hh>
+# include <mln/border/mirror.hh>
+# include <mln/border/adjust.hh>
+
# include <scribo/core/init_integral_image.hh>
-# include <scribo/binarization/internal/compute_local_threshold.hh>
# include <scribo/binarization/internal/niblack_formula.hh>
+# include <scribo/binarization/internal/niblack_threshold_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 <scribo/canvas/integral_browsing.hh>
@@ -68,15 +77,7 @@ namespace scribo
template <typename I, typename J>
mln_ch_value(I, value::int_u8)
niblack_threshold(const Image<I>& input, unsigned window_size,
- double K,
- Image<J>& simple,
- Image<J>& squared);
-
- /// \overload
- template <typename I>
- mln_ch_value(I, value::int_u8)
- niblack_threshold(const Image<I>& input, unsigned window_size,
- double K);
+ double K);
/// \overload
/// K is set to 0.34
@@ -106,81 +107,66 @@ namespace scribo
namespace generic
{
- template <typename I, typename J>
+ template <typename I>
inline
mln_concrete(I)
niblack_threshold(const Image<I>& input_, unsigned window_size,
- double K,
- Image<J>& simple_,
- Image<J>& squared_)
+ double K)
{
trace::entering("scribo::binarization::impl::generic::niblack_threshold");
- const I& input = exact(input_);
- J& simple = exact(simple_);
- J& squared = exact(squared_);
-
- mln_assertion(input.is_valid());
- mln_assertion(simple.is_valid());
- mln_assertion(squared.is_valid());
-
- typedef mln_value(I) V;
- typedef mln_site(I) P;
-
-# 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
-
- mln_concrete(I) output;
- initialize(output, input);
-
- const mln::def::coord
- nrows = static_cast<mln::def::coord>(input.nrows()),
- ncols = static_cast<mln::def::coord>(input.ncols());
-
-
- internal::niblack_formula formula;
- for(mln::def::coord row = 0; row < nrows; ++row)
- for(mln::def::coord col = 0; col < ncols; ++col)
- {
- // FIXME: Setting R parameter to 128 should not be
- // hard-coded. Even though it is not used in Niblack's
- // formula, this parameter is used for debug images and
- // should be adapted to the data range values.
- double t = internal::compute_local_threshold(P(row, col), simple,
- squared, window_size,
- K,
- 128,
- formula);
- mln::convert::from_to(t, output.at_(row, col));
-
-# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
- internal::debug_threshold.at_(row, col) = t;
-# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
- }
+ // Not implemented
+ mlc_abort(I)::check();
+ typedef mln_concrete(I) output_t;
trace::exiting("scribo::binarization::impl::generic::niblack_threshold");
- return output;
+ return output_t();
}
} // end of namespace scribo::binarization::impl::generic
-
- template <typename I, typename J>
+ template <typename I>
inline
mln_concrete(I)
- niblack_threshold_gl(const I& input, unsigned window_size,
- double K,
- Image<J>& simple,
- Image<J>& squared)
+ niblack_threshold_gl(const Image<I>& input_, unsigned window_size,
+ double K)
{
- return impl::generic::niblack_threshold(input, window_size, K,
- simple, squared);
+ trace::entering("scribo::binarization::impl::niblack_threshold_gl");
+
+ const I& input = exact(input_);
+
+ 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);
+
+ typedef mln::util::couple<double,double> V_i;
+ scribo::util::integral_sum_sum2_functor<mln_value(I), double> fi;
+ mln_ch_value(I,V_i)
+ integral = scribo::util::init_integral_image(input, 3, fi);
+
+# 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
+
+ internal::niblack_threshold_functor<I> f(input, K);
+ scribo::canvas::integral_browsing(integral, 1, window_size / 3,
+ window_size / 3, 3, f);
+
+ trace::exiting("scribo::binarization::impl::niblack_threshold_gl");
+ return f.output;
}
@@ -194,28 +180,23 @@ namespace scribo
namespace internal
{
- template <unsigned n, typename I, typename J>
+ template <unsigned n, typename I>
inline
mln_ch_value(I, value::int_u<n>)
niblack_threshold_dispatch(const value::int_u<n>&, const I& input,
unsigned window_size,
- double K,
- J& simple,
- J& squared)
+ double K)
{
- return impl::niblack_threshold_gl(input, window_size, K,
- simple, squared);
+ return impl::niblack_threshold_gl(input, window_size, K);
}
- template <typename I, typename J>
+ template <typename I>
inline
mln_ch_value(I, value::int_u8)
niblack_threshold_dispatch(const mln_value(I)&, const I& input,
unsigned window_size,
- double K,
- J& simple,
- J& squared)
+ double K)
{
// No dispatch for this kind of value type.
mlc_abort(I)::check();
@@ -229,12 +210,10 @@ namespace scribo
- template <typename I, typename J>
+ template <typename I>
mln_ch_value(I, value::int_u8)
niblack_threshold(const Image<I>& input, unsigned window_size,
- double K,
- Image<J>& simple,
- Image<J>& squared)
+ double K)
{
trace::entering("scribo::binarization::niblack_threshold");
@@ -246,11 +225,9 @@ namespace scribo
output = internal::niblack_threshold_dispatch(value_t(),
exact(input),
window_size,
- K,
- exact(simple),
- exact(squared));
+ K);
- trace::exiting("scribo::text::ppm2pbm");
+ trace::exiting("scribo::binarization::niblack_threshold");
return output;
}
@@ -258,21 +235,6 @@ namespace scribo
template <typename I>
inline
mln_ch_value(I, value::int_u8)
- niblack_threshold(const Image<I>& input, unsigned window_size,
- double K)
- {
- mln_ch_value(I, double)
- simple = init_integral_image(input, scribo::internal::identity_),
- squared = init_integral_image(input, scribo::internal::square_);
-
- return niblack_threshold(input, window_size,
- K, simple, squared);
- }
-
-
- template <typename I>
- inline
- mln_ch_value(I, value::int_u8)
niblack_threshold(const Image<I>& input, unsigned window_size)
{
return niblack_threshold(input, window_size,
diff --git a/scribo/scribo/binarization/sauvola.hh b/scribo/scribo/binarization/sauvola.hh
index fc3e104..ce95526 100644
--- a/scribo/scribo/binarization/sauvola.hh
+++ b/scribo/scribo/binarization/sauvola.hh
@@ -32,18 +32,8 @@
///
# include <mln/core/concept/image.hh>
-# include <mln/data/transform.hh>
-# include <mln/value/int_u8.hh>
-
-# include <scribo/binarization/sauvola_threshold.hh>
-# include <scribo/binarization/local_threshold.hh>
-# include <scribo/binarization/internal/local_threshold_debug.hh>
-
-# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
-# include <mln/io/pgm/save.hh>
-# include <mln/io/pbm/save.hh>
-# include <mln/data/saturate.hh>
-# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
+# include <scribo/binarization/internal/sauvola_functor.hh>
+# include <scribo/binarization/internal/sauvola_core.hh>
namespace scribo
{
@@ -94,67 +84,6 @@ namespace scribo
# ifndef MLN_INCLUDE_ONLY
-
- // Implementations.
-
- namespace impl
- {
-
- namespace generic
- {
-
- template <typename I>
- mln_ch_value(I, bool)
- sauvola(const Image<I>& input, unsigned window_size, double K)
- {
- trace::entering("scribo::binarization::impl::generic::sauvola");
- mln_precondition(exact(input).is_valid());
-
- mln_ch_value(I,value::int_u8)
- threshold_image = binarization::sauvola_threshold(input, window_size, K);
-
- mln_ch_value(I, bool)
- output = local_threshold(input, threshold_image);
-
- trace::exiting("scribo::binarization::impl::generic::sauvola");
- return output;
- }
-
- } // end of namespace scribo::binarization::impl::generic
-
-
- } // end of namespace scribo::binarization::impl
-
-
-
- // Dispatch
-
- namespace internal
- {
-
- template <typename I>
- mln_ch_value(I, bool)
- sauvola_dispatch(const mln_value(I)&,
- const Image<I>& input, unsigned window_size,
- double K)
- {
- return impl::generic::sauvola(input, window_size, K);
- }
-
-
- template <typename I>
- mln_ch_value(I, bool)
- sauvola_dispatch(const Image<I>& input, unsigned window_size,
- double K)
- {
- typedef mln_value(I) V;
- return sauvola_dispatch(V(), input, window_size, K);
- }
-
- } // end of namespace scribo::binarization::internal
-
-
-
// Facades
template <typename I>
@@ -165,30 +94,11 @@ namespace scribo
mln_precondition(exact(input).is_valid());
- mln_ch_value(I, bool)
- output = internal::sauvola_dispatch(input, window_size, K);
-
-# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
- if (internal::stddev_image_output)
- io::pgm::save(data::saturate(value::int_u8(), internal::debug_stddev),
- internal::stddev_image_output);
- if (internal::mean_image_output)
- io::pgm::save(data::saturate(value::int_u8(), internal::debug_mean),
- internal::mean_image_output);
- if (internal::threshold_image_output)
- io::pgm::save(data::saturate(value::int_u8(), internal::debug_threshold),
- internal::threshold_image_output);
-
- if (internal::alpham_image_output)
- io::pgm::save(data::saturate(value::int_u8(), internal::debug_alpham),
- internal::alpham_image_output);
- if (internal::alphacond_image_output)
- io::pbm::save(internal::debug_alphacond, internal::alphacond_image_output);
-# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
-
+ internal::sauvola_functor<I> f(input, K, SCRIBO_DEFAULT_SAUVOLA_R);
+ internal::sauvola_core(input, f, window_size);
trace::exiting("scribo::binarization::sauvola");
- return output;
+ return f.output;
}
diff --git a/scribo/scribo/binarization/sauvola_ms.hh b/scribo/scribo/binarization/sauvola_ms.hh
index 36629f9..fe9f1f0 100644
--- a/scribo/scribo/binarization/sauvola_ms.hh
+++ b/scribo/scribo/binarization/sauvola_ms.hh
@@ -38,6 +38,7 @@
# include <mln/core/alias/neighb2d.hh>
# include <mln/data/fill.hh>
+# include <mln/data/compare.hh>
# include <mln/subsampling/antialiased.hh>
@@ -60,17 +61,21 @@
# include <scribo/core/macros.hh>
-# include <scribo/binarization/internal/first_pass_functor.hh>
+# include <scribo/binarization/internal/sauvola_ms_functor.hh>
# include <scribo/canvas/integral_browsing.hh>
+# include <scribo/util/init_integral_image.hh>
+# include <scribo/util/integral_sub_sum_sum2_functor.hh>
+# include <scribo/util/compute_sub_domains.hh>
+
# 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>
# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
-
+# include <mln/util/timer.hh>
namespace scribo
{
@@ -177,7 +182,7 @@ namespace scribo
// 1st pass
- scribo::binarization::internal::first_pass_functor< image2d<int_u8> >
+ scribo::binarization::internal::sauvola_ms_functor< image2d<int_u8> >
f(sub, K, SCRIBO_DEFAULT_SAUVOLA_R);
scribo::canvas::integral_browsing(integral_sum_sum_2,
ratio,
@@ -259,8 +264,9 @@ namespace scribo
# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
- io::pbm::save(f.msk,
- scribo::make::debug_filename(internal::threshold_image_output).c_str());
+ if (internal::threshold_image_output)
+ io::pbm::save(f.msk,
+ scribo::make::debug_filename(internal::threshold_image_output).c_str());
# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
return f.t_sub;
@@ -746,50 +752,6 @@ namespace scribo
return out;
}
-
-
- inline
- unsigned sub(unsigned nbr, unsigned down_scaling)
- {
- return (nbr + down_scaling - 1) / down_scaling;
- }
-
- // Compute domains of subsampled images and make sure they can be
- // divided by 2.
- template <typename I>
- mln::util::array<mln::util::couple<mln_domain(I), unsigned> >
- compute_sub_domains(const I& ima, unsigned n_scales, unsigned s)
- {
- mln::util::array<mln::util::couple<unsigned, unsigned> > n(n_scales + 2);
-
- n(1) = mln::make::couple(ima.nrows(), ima.ncols());
- n(2) = mln::make::couple(sub(n(1).first(), s),
- sub(n(1).second(), s));
- for (unsigned i = 3; i <= n_scales + 1; ++i)
- n(i) = mln::make::couple(sub(n(i - 1).first(), 2),
- sub(n(i - 1).second(), 2));
-
-
- mln::util::array<mln::util::couple<mln_domain(I), unsigned> > out(n.size());
- out(0) = mln::make::couple(mln::make::box2d(1,1), 1u);
- out(1) = mln::make::couple(mln::make::box2d(ima.nrows(),
- ima.ncols()), 2u);
- out(n_scales + 1) = mln::make::couple(
- mln::make::box2d(n(n_scales + 1).first(),
- n(n_scales + 1).second()), 1u);
-
- for (unsigned i = n_scales; i > 1; --i)
- out(i) = mln::make::couple(
- mln::make::box2d(2 * out(i + 1).first().nrows(),
- 2 * out(i + 1).first().ncols()),
- 2 * out(i + 1).second());
-
- out(1).second() = std::max(out(2).first().ncols() * s - ima.ncols(),
- out(2).first().nrows() * s - ima.nrows());
-
- return out;
- }
-
} // end of namespace scribo::binarization::internal
@@ -851,7 +813,8 @@ namespace scribo
}
mln::util::array<mln::util::couple<box2d, unsigned> >
- sub_domains = internal::compute_sub_domains(input_1, nb_subscale, s);
+ sub_domains = scribo::util::compute_sub_domains(input_1,
+ nb_subscale, s);
border::adjust(input_1, sub_domains(1).second());
border::mirror(input_1);
@@ -861,11 +824,23 @@ namespace scribo
typedef image2d<mln::util::couple<double,double> > integral_t;
integral_t integral_sum_sum_2;
+ mln::util::timer t;
+ t.start();
+
// Subsampling from scale 1 to 2.
- sub_ima.append(scribo::subsampling::integral(input_1, s,
- integral_sum_sum_2,
- sub_domains[2].first(),
- sub_domains[2].second()));
+ {
+ scribo::util::integral_sub_sum_sum2_functor<I, double>
+ fi(s, sub_domains[2].first(), sub_domains[2].second());
+
+ integral_sum_sum_2 = scribo::util::init_integral_image(input_1, s, fi,
+ sub_domains[2].first(),
+ sub_domains[2].second());
+ sub_ima.append(fi.sub);
+ }
+
+ t.stop();
+ std::cout << "1. subsampling and integral - " << t << std::endl;
+ t.restart();
// Subsampling to scale 3 and 4.
//
@@ -876,6 +851,9 @@ namespace scribo
sub_domains[i].first(),
sub_domains[i].second()));
+ t.stop();
+ std::cout << "2. More subsampling - " << t << std::endl;
+ t.restart();
// Compute threshold images.
image2d<int_u8> e_2;
@@ -921,6 +899,10 @@ namespace scribo
K);
}
+ t.stop();
+ std::cout << "3. Multi-scale processing - " << t << std::endl;
+ t.restart();
+
# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
if (internal::scale_image_output)
@@ -930,15 +912,24 @@ namespace scribo
// Propagate scale values.
e_2 = transform::influence_zone_geodesic(e_2, c8());
-// # ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
-// if (internal::scale_image_output)
-// io::pgm::save(e_2, internal::scale_image_output);
-// # endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
+ t.stop();
+ std::cout << "4. Influence Zone on Scale image - " << t << std::endl;
+ t.restart();
+
+
+# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
+ if (internal::scale_iz_image_output)
+ io::pgm::save(e_2, internal::scale_iz_image_output);
+# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
// Binarize
image2d<bool>
output = internal::multi_scale_binarization(input_1, e_2, t_ima, s);
+ t.stop();
+ std::cout << "5. Final binarization - " << t << std::endl;
+ t.restart();
+
trace::exiting("scribo::binarization::sauvola_ms");
return output;
}
diff --git a/scribo/scribo/binarization/sauvola_threshold.hh b/scribo/scribo/binarization/sauvola_threshold.hh
index 7950c13..f93edae 100644
--- a/scribo/scribo/binarization/sauvola_threshold.hh
+++ b/scribo/scribo/binarization/sauvola_threshold.hh
@@ -40,11 +40,20 @@
# include <mln/value/int_u.hh>
# include <mln/value/int_u8.hh>
+# include <mln/border/mirror.hh>
+# include <mln/border/adjust.hh>
+
# include <scribo/core/init_integral_image.hh>
-# include <scribo/binarization/internal/compute_local_threshold.hh>
# include <scribo/binarization/internal/sauvola_formula.hh>
+# include <scribo/binarization/internal/sauvola_threshold_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 <scribo/canvas/integral_browsing.hh>
+
-extern std::string prefix;
namespace scribo
{
@@ -68,14 +77,6 @@ namespace scribo
template <typename I, typename J>
mln_ch_value(I, value::int_u8)
sauvola_threshold(const Image<I>& input, unsigned window_size,
- double K,
- Image<J>& simple,
- Image<J>& squared);
-
- /// \overload
- template <typename I>
- mln_ch_value(I, value::int_u8)
- sauvola_threshold(const Image<I>& input, unsigned window_size,
double K);
/// \overload
@@ -106,79 +107,67 @@ namespace scribo
namespace generic
{
- template <typename I, typename J>
+ template <typename I>
inline
mln_concrete(I)
sauvola_threshold(const Image<I>& input_, unsigned window_size,
- double K,
- Image<J>& simple_,
- Image<J>& squared_)
+ double K)
{
trace::entering("scribo::binarization::impl::generic::sauvola_threshold");
- const I& input = exact(input_);
- J& simple = exact(simple_);
- J& squared = exact(squared_);
+ // Not implemented
+ mlc_abort(I)::check();
- mln_assertion(input.is_valid());
- mln_assertion(simple.is_valid());
- mln_assertion(squared.is_valid());
+ typedef mln_concrete(I) output_t;
+ trace::exiting("scribo::binarization::impl::generic::sauvola_threshold");
+ return output_t();
+ }
- typedef mln_value(I) V;
- typedef mln_site(I) P;
+ } // end of namespace scribo::binarization::impl::generic
-# 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
+ template <typename I>
+ inline
+ mln_concrete(I)
+ sauvola_threshold_gl(const Image<I>& input_, unsigned window_size,
+ double K)
+ {
+ trace::entering("scribo::binarization::impl::sauvola_threshold_gl");
- // Sauvola Algorithm with I.I.
+ const I& input = exact(input_);
- mln_concrete(I) output;
- initialize(output, input);
+ mln_precondition(exact(input).is_valid());
- const mln::def::coord
- nrows = static_cast<mln::def::coord>(input.nrows()),
- ncols = static_cast<mln::def::coord>(input.ncols());
+ // 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);
- internal::sauvola_formula formula;
- for(mln::def::coord row = 0; row < nrows; ++row)
- for(mln::def::coord col = 0; col < ncols; ++col)
- {
- double t = internal::compute_local_threshold(P(row, col), simple,
- squared, window_size,
- K,
- SCRIBO_DEFAULT_SAUVOLA_R,
- formula);
- mln::convert::from_to(t, output.at_(row, col));
+ border::adjust(input, sub_domains(1).second());
+ border::mirror(input);
-# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
- internal::debug_threshold.at_(row, col) = t;
-# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
- }
+ typedef mln::util::couple<double,double> V_i;
+ scribo::util::integral_sum_sum2_functor<mln_value(I), double> fi;
+ mln_ch_value(I,V_i)
+ integral = scribo::util::init_integral_image(input, 3, fi);
- trace::exiting("scribo::binarization::impl::generic::sauvola_threshold");
- return output;
- }
-
- } // end of namespace scribo::binarization::impl::generic
+# 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
+ internal::sauvola_threshold_functor<I> f(input, K,
+ SCRIBO_DEFAULT_SAUVOLA_R);
+ scribo::canvas::integral_browsing(integral, 1, window_size / 3,
+ window_size / 3, 3, f);
- template <typename I, typename J>
- inline
- mln_concrete(I)
- sauvola_threshold_gl(const I& input, unsigned window_size,
- double K,
- Image<J>& simple,
- Image<J>& squared)
- {
- return impl::generic::sauvola_threshold(input, window_size, K,
- simple, squared);
+ trace::exiting("scribo::binarization::impl::sauvola_threshold_gl");
+ return f.output;
}
@@ -192,28 +181,23 @@ namespace scribo
namespace internal
{
- template <unsigned n, typename I, typename J>
+ template <unsigned n, typename I>
inline
mln_ch_value(I, value::int_u<n>)
sauvola_threshold_dispatch(const value::int_u<n>&, const I& input,
unsigned window_size,
- double K,
- J& simple,
- J& squared)
+ double K)
{
- return impl::sauvola_threshold_gl(input, window_size, K,
- simple, squared);
+ return impl::sauvola_threshold_gl(input, window_size, K);
}
- template <typename I, typename J>
+ template <typename I>
inline
mln_ch_value(I, value::int_u8)
sauvola_threshold_dispatch(const mln_value(I)&, const I& input,
unsigned window_size,
- double K,
- J& simple,
- J& squared)
+ double K)
{
// No dispatch for this kind of value type.
mlc_abort(I)::check();
@@ -227,12 +211,10 @@ namespace scribo
- template <typename I, typename J>
+ template <typename I>
mln_ch_value(I, value::int_u8)
sauvola_threshold(const Image<I>& input, unsigned window_size,
- double K,
- Image<J>& simple,
- Image<J>& squared)
+ double K)
{
trace::entering("scribo::binarization::sauvola_threshold");
@@ -244,11 +226,9 @@ namespace scribo
output = internal::sauvola_threshold_dispatch(value_t(),
exact(input),
window_size,
- K,
- exact(simple),
- exact(squared));
+ K);
- trace::exiting("scribo::text::ppm2pbm");
+ trace::exiting("scribo::binarization::sauvola_threshold");
return output;
}
@@ -256,24 +236,6 @@ namespace scribo
template <typename I>
inline
mln_ch_value(I, value::int_u8)
- sauvola_threshold(const Image<I>& input, unsigned window_size,
- double K)
- {
- mln_ch_value(I, double)
- simple = init_integral_image(input, scribo::internal::identity_),
- squared = init_integral_image(input, scribo::internal::square_);
-
- io::dump::save(simple, prefix + "simple.dump");
- io::dump::save(squared, prefix + "squared.dump");
-
- return sauvola_threshold(input, window_size,
- K, simple, squared);
- }
-
-
- template <typename I>
- inline
- mln_ch_value(I, value::int_u8)
sauvola_threshold(const Image<I>& input, unsigned window_size)
{
return sauvola_threshold(input, window_size,
diff --git a/scribo/scribo/binarization/internal/compute_local_threshold.hh b/scribo/scribo/binarization/trash/compute_local_threshold.hh
similarity index 100%
rename from scribo/scribo/binarization/internal/compute_local_threshold.hh
rename to scribo/scribo/binarization/trash/compute_local_threshold.hh
diff --git a/scribo/scribo/canvas/integral_browsing.hh b/scribo/scribo/canvas/integral_browsing.hh
index 0ec3d83..89e0019 100644
--- a/scribo/scribo/canvas/integral_browsing.hh
+++ b/scribo/scribo/canvas/integral_browsing.hh
@@ -210,7 +210,7 @@ namespace scribo
delta_size_tr += step_2;
size_tr_start += delta_start_right;
d_tr_start += offset_down;
-
+ functor.end_of_row(row);
}
@@ -307,6 +307,7 @@ namespace scribo
b_mr_start += offset_down;
d_mr_start += offset_down;
+ functor.end_of_row(row);
}
@@ -404,6 +405,7 @@ namespace scribo
delta_size_br -= step_2;
size_br_start -= delta_start_right;
b_br_start += offset_down;
+ functor.end_of_row(row);
}
functor.finalize();
diff --git a/scribo/scribo/util/compute_sub_domains.hh b/scribo/scribo/util/compute_sub_domains.hh
new file mode 100644
index 0000000..e81a88f
--- /dev/null
+++ b/scribo/scribo/util/compute_sub_domains.hh
@@ -0,0 +1,110 @@
+// Copyright (C) 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.
+
+#ifndef SCRIBO_UTIL_COMPUTE_SUB_DOMAINS_HH
+# define SCRIBO_UTIL_COMPUTE_SUB_DOMAINS_HH
+
+/// \file
+///
+///
+
+# include <mln/core/image/image2d.hh>
+
+namespace scribo
+{
+
+ namespace util
+ {
+
+ using namespace mln;
+
+ template <typename I>
+ mln::util::array<mln::util::couple<mln_domain(I), unsigned> >
+ compute_sub_domains(const Image<I>& ima, unsigned n_scales, unsigned s);
+
+
+# ifndef MLN_INCLUDE_ONLY
+
+ namespace internal
+ {
+
+ inline
+ unsigned sub(unsigned nbr, unsigned down_scaling)
+ {
+ return (nbr + down_scaling - 1) / down_scaling;
+ }
+
+ } // end of namespace scribo::util::internal
+
+
+
+ template <typename I>
+ mln::util::array<mln::util::couple<mln_domain(I), unsigned> >
+ compute_sub_domains(const Image<I>& ima_, unsigned n_scales, unsigned s)
+ {
+ trace::entering("scribo::util::compute_sub_domains");
+
+ const I& ima = exact(ima_);
+ mln_precondition(ima.is_valid());
+
+ mln::util::array<mln::util::couple<unsigned, unsigned> > n(n_scales + 2);
+
+ n(1) = mln::make::couple(ima.nrows(), ima.ncols());
+ n(2) = mln::make::couple(internal::sub(n(1).first(), s),
+ internal::sub(n(1).second(), s));
+ for (unsigned i = 3; i <= n_scales + 1; ++i)
+ n(i) = mln::make::couple(internal::sub(n(i - 1).first(), 2),
+ internal::sub(n(i - 1).second(), 2));
+
+
+ mln::util::array<mln::util::couple<mln_domain(I), unsigned> > out(n.size());
+ out(0) = mln::make::couple(mln::make::box2d(1,1), 1u);
+ out(1) = mln::make::couple(mln::make::box2d(ima.nrows(),
+ ima.ncols()), 2u);
+ out(n_scales + 1) = mln::make::couple(
+ mln::make::box2d(n(n_scales + 1).first(),
+ n(n_scales + 1).second()), 1u);
+
+ for (unsigned i = n_scales; i > 1; --i)
+ out(i) = mln::make::couple(
+ mln::make::box2d(2 * out(i + 1).first().nrows(),
+ 2 * out(i + 1).first().ncols()),
+ 2 * out(i + 1).second());
+
+ out(1).second() = std::max(out(2).first().ncols() * s - ima.ncols(),
+ out(2).first().nrows() * s - ima.nrows());
+
+ trace::exiting("scribo::util::compute_sub_domains");
+ return out;
+ }
+
+# endif // ! MLN_INCLUDE_ONLY
+
+ } // end of namespace scribo::util
+
+} // end of namespace scribo
+
+#endif // ! SCRIBO_UTIL_COMPUTE_SUB_DOMAINS_HH
+
diff --git a/scribo/scribo/util/init_integral_image.hh b/scribo/scribo/util/init_integral_image.hh
new file mode 100644
index 0000000..19d914d
--- /dev/null
+++ b/scribo/scribo/util/init_integral_image.hh
@@ -0,0 +1,264 @@
+// 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.
+
+#ifndef SCRIBO_UTIL_INIT_INTEGRAL_IMAGE_HH
+# define SCRIBO_UTIL_INIT_INTEGRAL_IMAGE_HH
+
+/// \file
+///
+///
+
+# include <mln/core/image/image2d.hh>
+
+namespace scribo
+{
+
+ namespace util
+ {
+
+ using namespace mln;
+
+
+ template <typename I, typename F>
+ mln_ch_value(I, mln_result(F))
+ init_integral_image(const Image<I>& input, unsigned scale, F& func);
+
+ template <typename I, typename F>
+ mln_ch_value(I, mln_result(F))
+ init_integral_image(const Image<I>& input, unsigned scale, F& func,
+ unsigned border);
+
+
+# ifndef MLN_INCLUDE_ONLY
+
+ namespace impl
+ {
+
+ namespace generic
+ {
+
+ template <typename I, typename F>
+ mln_ch_value(I, mln_result(F))
+ init_integral_image(const Image<I>& input, unsigned scale, F& f,
+ const mln_box(I)& output_domain, unsigned border)
+ {
+ trace::entering("scribo::util::impl::generic::init_integral_image");
+ typedef mln_ch_value(I, mln_result(F)) J;
+
+ // Not implemented
+ mlc_abort(I)::check();
+
+ trace::exiting("scribo::util::impl::generic::init_integral_image");
+ return J();
+ }
+
+ } // end of namespace scribo::util::impl::generic
+
+
+ template <typename I, typename F>
+ mln_ch_value(I, mln_result(F))
+ init_integral_image_fastest(const Image<I>& input_, unsigned scale, F& f,
+ const mln_box(I)& output_domain, unsigned border)
+ {
+ trace::entering("scribo::util::impl::init_integral_image_fastest");
+
+ const I& input = exact(input_);
+ typedef mln_ch_value(I, mln_result(F)) J;
+
+ mln_precondition(input.is_valid());
+ mln_precondition(input.domain().pmin() == literal::origin);
+
+ typedef mln_value(I) V;
+ typedef mln_sum(V) S;
+ typedef mln_value(J) V2;
+ typedef mln_site(I) P;
+
+ J integral_sum_sum_2(output_domain, border);
+ V2* p_integ = integral_sum_sum_2.buffer();
+
+ const int up = integral_sum_sum_2.delta_index(dpoint2d(-1, 0));
+
+ const unsigned nrows = scale * integral_sum_sum_2.nrows();
+ const unsigned ncols = scale * integral_sum_sum_2.ncols();
+
+ unsigned row = 0;
+
+ unsigned b_offset = integral_sum_sum_2.delta_index(dpoint2d(border,
+ border));
+
+ // First row (special case)
+ p_integ += b_offset;
+ {
+ f.begin_of_first_row(); // <---- begin_of_first_row()
+
+ mln::util::array<const V*> ptr(scale);
+ for (unsigned s = 0; s < scale; ++s)
+ ptr[s] = & input.at_(row + s, 0);
+
+ for (unsigned col = 0; col < ncols; col += scale)
+ {
+ f.begin_of_col(); // <---- begin_of_col()
+
+ for (unsigned s = 0; s < scale; ++s)
+ for (unsigned i = 0; i < scale; ++i)
+ f.take(*(ptr[s]++)); // <---- take()
+
+ // exception
+ *p_integ = f.to_result_first_row(); // <---- to_result_first_row()
+
+ f.end_of_col(); // <---- end_of_col()
+ ++p_integ;
+ }
+ f.end_of_row(); // <---- end_of_row()
+ }
+
+ unsigned b_next = 2 * border;
+
+ // Other rows (general case)
+ p_integ += b_next;
+ for (row += scale; row < nrows; row += scale)
+ {
+ f.begin_of_row(); // <---- begin_of_row()
+
+ mln::util::array<const V*> ptr(scale);
+ for (unsigned s = 0; s < scale; ++s)
+ ptr[s] = & input.at_(row + s, 0);
+
+ for (unsigned col = 0; col < ncols; col += scale)
+ {
+ f.begin_of_col(); // <---- begin_of_col()
+
+ for (unsigned s = 0; s < scale; ++s)
+ for (unsigned i = 0; i < scale; ++i)
+ f.take(*(ptr[s]++)); // <---- take()
+
+ *p_integ = f.to_result(*(p_integ + up)); // <---- to_result()
+
+ f.end_of_col(); // <---- end_of_col()
+ ++p_integ;
+ }
+ f.end_of_row(); // <---- end_of_row()
+ p_integ += b_next;
+ }
+
+ trace::exiting("scribo::util::impl::init_integral_fastest_image");
+ return integral_sum_sum_2;
+ }
+
+ } // end of namespace scribo::util::impl
+
+
+ // Dispatch
+
+ namespace internal
+ {
+
+ template <typename I, typename F>
+ mln_ch_value(I,mln_result(F))
+ init_integral_image_dispatch(mln::trait::image::speed::fastest,
+ const Image<I>& input, unsigned scale,
+ F& func, const mln_box(I)& output_domain,
+ unsigned border)
+ {
+ return impl::init_integral_image_fastest(input, scale, func,
+ output_domain, border);
+ }
+
+
+ template <typename I, typename F>
+ mln_ch_value(I,mln_result(F))
+ init_integral_image_dispatch(mln::trait::image::speed::any,
+ const Image<I>& input, unsigned scale,
+ F& func, const mln_box(I)& output_domain,
+ unsigned border)
+ {
+ return impl::generic::init_integral_image(input, scale, func,
+ output_domain, border);
+ }
+
+
+ template <typename I, typename F>
+ mln_ch_value(I,mln_result(F))
+ init_integral_image_dispatch(const Image<I>& input, unsigned scale, F& func,
+ const mln_box(I)& output_domain, unsigned border)
+ {
+ return init_integral_image_dispatch(mln_trait_image_speed(I)(),
+ input, scale, func, output_domain, border);
+ }
+
+ } // end of namespace scribo::util::internal
+
+
+ // Facade
+
+ template <typename I, typename F>
+ mln_ch_value(I,mln_result(F))
+ init_integral_image(const Image<I>& input_, unsigned scale, F& func,
+ const mln_box(I)& output_domain, unsigned border)
+ {
+ trace::entering("scribo::util::init_integral_image");
+
+ const I& input = exact(input_);
+ mln_precondition(input.is_valid());
+ mln_precondition(input.domain().pmin() == literal::origin);
+
+ mln_ch_value(I,mln_result(F))
+ output = internal::init_integral_image_dispatch(input, scale, func,
+ output_domain, border);
+
+ trace::exiting("scribo::util::init_integral_image");
+ return output;
+ }
+
+ template <typename I, typename F>
+ mln_ch_value(I,mln_result(F))
+ init_integral_image(const Image<I>& input_, unsigned scale, F& func)
+ {
+ trace::entering("scribo::util::init_integral_image");
+
+ const I& input = exact(input_);
+ mln_precondition(input.is_valid());
+ mln_precondition(input.domain().pmin() == literal::origin);
+
+ box<mln_site(I)>
+ output_domain = mln::make::box2d((input.nrows() + scale - 1) / scale,
+ (input.ncols() + scale - 1) / scale);
+
+ mln_ch_value(I,mln_result(F))
+ output = init_integral_image(input, scale, func,
+ output_domain, exact(input).border());
+
+ trace::exiting("scribo::util::init_integral_image");
+ return output;
+ }
+
+#endif // ! MLN_INCLUDE_ONLY
+
+ } // end of namespace scribo::util
+
+} // end of namespace scribo
+
+#endif // ! SCRIBO_UTIL_INIT_INTEGRAL_IMAGE_HH
diff --git a/scribo/scribo/util/integral_sub_sum_sum2_functor.hh b/scribo/scribo/util/integral_sub_sum_sum2_functor.hh
new file mode 100644
index 0000000..1c312b7
--- /dev/null
+++ b/scribo/scribo/util/integral_sub_sum_sum2_functor.hh
@@ -0,0 +1,193 @@
+// Copyright (C) 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.
+
+#ifndef SCRIBO_UTIL_INTEGRAL_SUB_SUM_SUM2_FUNCTOR_HH
+# define SCRIBO_UTIL_INTEGRAL_SUB_SUM_SUM2_FUNCTOR_HH
+
+/// \file
+///
+///
+
+# include <mln/util/couple.hh>
+
+namespace scribo
+{
+
+ namespace util
+ {
+
+ template <typename I, typename S = mln_sum(mln_value(I))>
+ class integral_sub_sum_sum2_functor
+ {
+ typedef mln_concrete(I) J;
+ typedef mln_value(I) V;
+
+ public:
+ typedef mln::util::couple<S, S> result;
+
+ integral_sub_sum_sum2_functor(const I& ima, unsigned scale);
+ integral_sub_sum_sum2_functor(unsigned scale,
+ const mln_box(I)& output_domain,
+ unsigned border);
+
+
+ void take(const V& v);
+
+ result to_result_first_row() const;
+ result to_result(const result& up_result) const;
+
+ void begin_of_col();
+ void end_of_col();
+
+ void begin_of_row();
+ void begin_of_first_row();
+ void end_of_row();
+
+ J sub;
+
+ private:
+ void init_(unsigned scale, const mln_box(I)& b, unsigned border);
+
+ S local_sum;
+ S h_sum;
+ S h_sum_2;
+
+ V *p_sub;
+ unsigned b_next;
+ unsigned area;
+ };
+
+
+# ifndef MLN_INCLUDE_ONLY
+
+ template <typename I, typename S>
+ integral_sub_sum_sum2_functor<I,S>::integral_sub_sum_sum2_functor(unsigned scale,
+ const mln_box(I)& output_domain,
+ unsigned border)
+ {
+ init_(scale, output_domain, border);
+ }
+
+ template <typename I, typename S>
+ integral_sub_sum_sum2_functor<I,S>::integral_sub_sum_sum2_functor(const I& ima,
+ unsigned scale)
+ {
+ box<mln_site(I)>
+ b = mln::make::box2d((ima.nrows() + scale - 1) / scale,
+ (ima.ncols() + scale - 1) / scale);
+ init_(scale, b, ima.border());
+ }
+
+ template <typename I, typename S>
+ void
+ integral_sub_sum_sum2_functor<I,S>::init_(unsigned scale, const mln_box(I)& b,
+ unsigned border)
+ {
+ sub = J(b, border);
+
+ area = scale * scale;
+
+ b_next = 2 * border;
+ unsigned b_offset = sub.delta_index(dpoint2d(border, border));
+ p_sub = sub.buffer() + b_offset;
+ }
+
+ template <typename I, typename S>
+ inline
+ void
+ integral_sub_sum_sum2_functor<I,S>::begin_of_first_row()
+ {
+ h_sum = 0;
+ h_sum_2 = 0;
+ }
+
+ template <typename I, typename S>
+ inline
+ void
+ integral_sub_sum_sum2_functor<I,S>::begin_of_row()
+ {
+ h_sum = 0;
+ h_sum_2 = 0;
+ }
+
+ template <typename I, typename S>
+ inline
+ void
+ integral_sub_sum_sum2_functor<I,S>::take(const V& v)
+ {
+ local_sum += v;
+ h_sum_2 += v * v;
+ }
+
+ template <typename I, typename S>
+ inline
+ typename integral_sub_sum_sum2_functor<I,S>::result
+ integral_sub_sum_sum2_functor<I,S>::to_result_first_row() const
+ {
+ return result(h_sum + local_sum, h_sum_2);
+ }
+
+ template <typename I, typename S>
+ inline
+ typename integral_sub_sum_sum2_functor<I,S>::result
+ integral_sub_sum_sum2_functor<I,S>::to_result(const result& up_result) const
+ {
+ return result(h_sum + local_sum + up_result.first(),
+ h_sum_2 + up_result.second());
+ }
+
+ template <typename I, typename S>
+ inline
+ void
+ integral_sub_sum_sum2_functor<I,S>::begin_of_col()
+ {
+ local_sum = 0;
+ }
+
+ template <typename I, typename S>
+ inline
+ void
+ integral_sub_sum_sum2_functor<I,S>::end_of_col()
+ {
+ mln::convert::from_to(local_sum / area, *p_sub++);
+ h_sum += local_sum;
+ }
+
+ template <typename I, typename S>
+ inline
+ void
+ integral_sub_sum_sum2_functor<I,S>::end_of_row()
+ {
+ p_sub += b_next;
+ }
+
+
+#endif // ! MLN_INCLUDE_ONLY
+
+ } // end of namespace scribo::util
+
+} // end of namespace scribo
+
+#endif // ! SCRIBO_UTIL_INTEGRAL_SUB_SUM_SUM2_FUNCTOR_HH
diff --git a/scribo/scribo/util/integral_sum_sum2_functor.hh b/scribo/scribo/util/integral_sum_sum2_functor.hh
new file mode 100644
index 0000000..c166532
--- /dev/null
+++ b/scribo/scribo/util/integral_sum_sum2_functor.hh
@@ -0,0 +1,140 @@
+// Copyright (C) 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.
+
+#ifndef SCRIBO_UTIL_INTEGRAL_SUM_SUM2_FUNCTOR_HH
+# define SCRIBO_UTIL_INTEGRAL_SUM_SUM2_FUNCTOR_HH
+
+/// \file
+///
+///
+
+# include <mln/util/couple.hh>
+
+namespace scribo
+{
+
+ namespace util
+ {
+
+ template <typename V, typename S = mln_sum(V)>
+ class integral_sum_sum2_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;
+
+ private:
+ S h_sum;
+ S h_sum_2;
+ };
+
+
+# ifndef MLN_INCLUDE_ONLY
+
+ template <typename V, typename S>
+ inline
+ void
+ integral_sum_sum2_functor<V,S>::begin_of_first_row()
+ {
+ h_sum = 0;
+ h_sum_2 = 0;
+ }
+
+ template <typename V, typename S>
+ inline
+ void
+ integral_sum_sum2_functor<V,S>::begin_of_row()
+ {
+ h_sum = 0;
+ h_sum_2 = 0;
+ }
+
+ template <typename V, typename S>
+ inline
+ void
+ integral_sum_sum2_functor<V,S>::take(const V& v)
+ {
+ h_sum += v;
+ h_sum_2 += v * v;
+ }
+
+ template <typename V, typename S>
+ inline
+ typename integral_sum_sum2_functor<V,S>::result
+ integral_sum_sum2_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_functor<V,S>::result
+ integral_sum_sum2_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
+ void
+ integral_sum_sum2_functor<V,S>::begin_of_col()
+ {
+ }
+
+ template <typename V, typename S>
+ inline
+ void
+ integral_sum_sum2_functor<V,S>::end_of_col()
+ {
+ }
+
+
+ template <typename V, typename S>
+ inline
+ void
+ integral_sum_sum2_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_FUNCTOR_HH
diff --git a/scribo/src/binarization/pgm_niblack_threshold_image.cc b/scribo/src/binarization/pgm_niblack_threshold_image.cc
new file mode 100644
index 0000000..4abd862
--- /dev/null
+++ b/scribo/src/binarization/pgm_niblack_threshold_image.cc
@@ -0,0 +1,78 @@
+// Copyright (C) 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/io/pgm/all.hh>
+
+#include <scribo/binarization/niblack_threshold.hh>
+#include <scribo/debug/usage.hh>
+
+const char *args_desc[][2] =
+{
+ { "input.pgm", "A graylevel image." },
+ { "output.pgm", "A threshold image." },
+ { "w", "Window size (default 101)." },
+ { "k", "Niblack's formulae parameter (default -0.2)." },
+ {0, 0}
+};
+
+
+int main(int argc, char *argv[])
+{
+ using namespace mln;
+
+ if (argc != 5 && argc != 4 && argc != 3)
+ return scribo::debug::usage(argv,
+ "Compute a threshold image based on Niblack's algorithm.",
+ "input.pgm output.pgm <w> <k>",
+ args_desc);
+
+ trace::entering("main");
+
+ unsigned w;
+ if (argc >= 4)
+ w = atoi(argv[3]);
+ else
+ w = 101;
+
+ double k;
+ if (argc >= 5)
+ k = atof(argv[4]);
+ else
+ k = -0.2;
+
+ std::cout << "Using w=" << w << " and k=" << k << std::endl;
+
+ image2d<value::int_u8> input;
+ io::pgm::load(input, argv[1]);
+
+ image2d<value::int_u8> out = scribo::binarization::niblack_threshold(input, w, k);
+
+
+ io::pgm::save(out, argv[2]);
+
+
+ trace::exiting("main");
+}
diff --git a/scribo/src/binarization/sauvola_ms.cc b/scribo/src/binarization/sauvola_ms.cc
index d98b83f..77f839d 100644
--- a/scribo/src/binarization/sauvola_ms.cc
+++ b/scribo/src/binarization/sauvola_ms.cc
@@ -32,12 +32,12 @@
#include <mln/io/pbm/save.hh>
#include <mln/data/transform.hh>
#include <mln/fun/v2v/rgb_to_luma.hh>
+#include <mln/util/timer.hh>
#include <scribo/binarization/sauvola_ms.hh>
#include <scribo/debug/option_parser.hh>
#include <scribo/debug/logger.hh>
-
static const scribo::debug::arg_data arg_desc[] =
{
{ "input.*", "An image." },
@@ -115,9 +115,18 @@ int main(int argc, char *argv[])
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);
+ if (verbose)
+ {
+ t.stop();
+ std::cout << "binarized in " << t << "s" << std::endl;
+ }
+
io::pbm::save(output, options.arg("output.pbm"));
}
diff --git a/scribo/src/binarization/sauvola_ms_debug.cc b/scribo/src/binarization/sauvola_ms_debug.cc
index 70c1a9a..839a3f7 100644
--- a/scribo/src/binarization/sauvola_ms_debug.cc
+++ b/scribo/src/binarization/sauvola_ms_debug.cc
@@ -91,6 +91,8 @@ int main(int argc, char *argv[])
"input.* output.pbm <scale.pgm> <w> <s> <k>",
args_desc);
+ Magick::InitializeMagick(0);
+
trace::entering("main");
// Window size
@@ -116,6 +118,9 @@ int main(int argc, char *argv[])
if (argc >= 4)
scribo::binarization::internal::scale_image_output = argv[3];
+ scribo::binarization::internal::scale_image_output = "scale_image.pgm";
+ scribo::binarization::internal::threshold_image_output = "threshold_image.pbm";
+ scribo::binarization::internal::scale_iz_image_output = "scale_iz.pgm";
// Load
image2d<value::rgb8> input_1;
--
1.7.2.5
12 years, 6 months
- 1
- 0
olena-2.0-79-gd303f0b Backup
by Guillaume Lazzara
---
scribo/sauvola_fast.cc | 234 ++++++++----------------------------------------
1 files changed, 36 insertions(+), 198 deletions(-)
diff --git a/scribo/sauvola_fast.cc b/scribo/sauvola_fast.cc
index ed4e6d4..7eb41ca 100644
--- a/scribo/sauvola_fast.cc
+++ b/scribo/sauvola_fast.cc
@@ -5,12 +5,14 @@
#include <mln/util/couple.hh>
#include <mln/util/timer.hh>
#include <scribo/binarization/internal/sauvola_formula.hh>
+#include <scribo/util/init_integral_image.hh>
+#include <scribo/util/integral_sum_sum2_functor.hh>
namespace mln
{
template <typename I>
- struct sauvola_fast_functor
+ struct sauvola_functor
{
const I& input;
@@ -28,13 +30,12 @@ namespace mln
scribo::binarization::internal::sauvola_formula formula_;
int step_;
- unsigned next_line1;
unsigned next_line2;
unsigned next_line3;
unsigned offset1;
unsigned offset2;
- sauvola_fast_functor(const I& input_, mln_ch_value(I,bool)& bin_, double K, double R)
+ sauvola_functor(const I& input_, mln_ch_value(I,bool)& bin_, double K, double R)
: input(input_),
bin(bin_),
pi(&input(input.domain().pmin())),
@@ -43,7 +44,7 @@ namespace mln
R_(R)
{
step_ = 3;
- next_line1 = 2 * input.border();
+ unsigned next_line1 = 2 * input.border();
next_line2 = input.delta_index(dpoint2d(+1,0)) + next_line1;
next_line3 = input.delta_index(dpoint2d(+2,0)) + next_line1;
@@ -51,6 +52,7 @@ namespace mln
offset2 = input.delta_index(dpoint2d(+2,0));
}
+ // Run every 4 pixels.
void exec(double mean, double stddev)
{
static point2d p(0,0);
@@ -63,6 +65,20 @@ namespace mln
*(po + offset1) = (*(pi + offset1) <= th);
*(po + offset2) = (*(pi + offset2) <= th);
}
+
+# ifdef SCRIBO_LOCAL_THRESHOLD_DEBUG
+ // Store local mean
+ unsigned index = pi - input.buffer();
+
+ internal::debug_mean.element(index) = mean * internal::mean_debug_factor;
+ internal::debug_stddev.element(index) = stddev * internal::stddev_debug_factor;
+ internal::debug_threshold.element(index) = t;
+
+ double alpha = K * (1 - stddev / R);
+ internal::debug_alpham.element(index) = alpha * mean * internal::alpham_debug_factor;
+ internal::debug_alphacond.element(index) = (stddev < (alpha * mean / 2.));
+# endif // ! SCRIBO_LOCAL_THRESHOLD_DEBUG
+
}
void end_of_row(int)
@@ -80,213 +96,34 @@ namespace mln
-
- template <typename I, typename J>
- void
- init_integral_3(const Image<I>& input_,
- Image<J>& integral_sum_sum_2_)
- {
- trace::entering("subsampling::impl::integral_3");
-
- const unsigned scale = 3;
-
- const I& input = exact(input_);
- J& integral_sum_sum_2 = exact(integral_sum_sum_2_);
-
- box<mln_site(I)>
- output_domain = mln::make::box2d((input.nrows() + scale - 1) / scale,
- (input.ncols() + scale - 1) / scale);
-
- mln_precondition(input.is_valid());
- mln_precondition(input.domain().pmin() == literal::origin);
- mln_precondition(scale > 1);
-
- typedef mln_value(I) V;
- typedef mln_sum(V) S;
- typedef mln_value(J) V2;
- typedef mln_site(I) P;
-
- integral_sum_sum_2.init_(output_domain, input.border());
- V2* p_integ = integral_sum_sum_2.buffer();
-
- const int up = integral_sum_sum_2.delta_index(dpoint2d(-1, 0));
-
- const unsigned nrows = 3 * integral_sum_sum_2.nrows();
- const unsigned ncols = 3 * integral_sum_sum_2.ncols();
-
- unsigned row = 0;
-
- unsigned b_offset = integral_sum_sum_2.delta_index(dpoint2d(input.border(),
- input.border()));
- p_integ += b_offset;
- {
- S h_sum = 0, h_sum_2 = 0;
- const V* ptr1 = & input.at_(row, 0);
- const V* ptr2 = & input.at_(row + 1, 0);
- const V* ptr3 = & input.at_(row + 2, 0);
- for (unsigned col = 0; col < ncols; col += scale)
- {
- V v11 = *ptr1, v12 = *(ptr1 + 1), v13 = *(ptr1 + 2),
- v21 = *ptr2, v22 = *(ptr2 + 1), v23 = *(ptr2 + 2),
- v31 = *ptr3, v32 = *(ptr3 + 1), v33 = *(ptr3 + 2);
- ptr1 += 3;
- ptr2 += 3;
- ptr3 += 3;
- S local_sum = v11 + v12 + v13
- + v21 + v22 + v23
- + v31 + v32 + v33,
- local_sum_2 = v11*v11 + v12*v12 + v13*v13
- + v21*v21 + v22*v22 + v23*v23
- + v31*v31 + v32*v32 + v33*v33;
-
- h_sum += local_sum;
- h_sum_2 += local_sum_2;
-
- // exception
- p_integ->first() = h_sum;
- p_integ->second() = h_sum_2;
-
- p_integ += 1;
- }
- }
-
- unsigned b_next = 2 * input.border();
-
- p_integ += b_next;
-
- for (row += scale; row < nrows; row += scale)
- {
- S h_sum = 0, h_sum_2 = 0;
- const V* ptr1 = & input.at_(row, 0);
- const V* ptr2 = & input.at_(row + 1, 0);
- const V* ptr3 = & input.at_(row + 2, 0);
- for (unsigned col = 0; col < ncols; col += scale)
- {
- V v11 = *ptr1, v12 = *(ptr1 + 1), v13 = *(ptr1 + 2),
- v21 = *ptr2, v22 = *(ptr2 + 1), v23 = *(ptr2 + 2),
- v31 = *ptr3, v32 = *(ptr3 + 1), v33 = *(ptr3 + 2);
- ptr1 += 3;
- ptr2 += 3;
- ptr3 += 3;
- S local_sum = v11 + v12 + v13
- + v21 + v22 + v23
- + v31 + v32 + v33,
- local_sum_2 = v11*v11 + v12*v12 + v13*v13
- + v21*v21 + v22*v22 + v23*v23
- + v31*v31 + v32*v32 + v33*v33;
-
- h_sum += local_sum;
- h_sum_2 += local_sum_2;
-
- p_integ->first() = h_sum + (p_integ + up)->first();
- p_integ->second() = h_sum_2 + (p_integ + up)->second();
-
- p_integ += 1;
- }
-
- p_integ += b_next;
- }
-
- trace::exiting("subsampling::impl::integral_3");
- }
-
-
-
- template <typename I, typename J>
- void
- init_integral(const Image<I>& input_,
- Image<J>& integral_sum_sum_2_)
- {
- trace::entering("subsampling::impl::integral_3");
-
- const I& input = exact(input_);
- J& integral_sum_sum_2 = exact(integral_sum_sum_2_);
-
- mln_precondition(input.is_valid());
- mln_precondition(input.domain().pmin() == literal::origin);
-
- typedef mln_value(I) V;
- typedef mln_sum(V) S;
- typedef mln_value(J) V2;
- typedef mln_site(I) P;
-
- initialize(integral_sum_sum_2, input);
- V2* p_integ = integral_sum_sum_2.buffer();
-
- const int up = input.delta_index(dpoint2d(-1, 0));
-
- const unsigned nrows = input.domain().nrows();
- const unsigned ncols = input.domain().ncols();
-
- unsigned row = 0;
-
- unsigned b_offset = input.delta_index(dpoint2d(input.border(),
- input.border()));
- p_integ += b_offset;
- {
- S h_sum = 0, h_sum_2 = 0;
- const V* ptr1 = & input.at_(row, 0);
- for (unsigned col = 0; col < ncols; ++col)
- {
- V v = *ptr1++;
-
- h_sum += v;
- h_sum_2 += v * v;
-
- // exception
- p_integ->first() = h_sum;
- p_integ->second() = h_sum_2;
-
- ++p_integ;
- }
- }
-
- unsigned b_next = 2 * input.border();
-
- p_integ += b_next;
-
- for (row += 1; row < nrows; ++row)
- {
- S h_sum = 0, h_sum_2 = 0;
- const V* ptr1 = & input.at_(row, 0);
- for (unsigned col = 0; col < ncols; ++col)
- {
- V v = *ptr1++;
-
- h_sum += v;
- h_sum_2 += v * v;
-
- p_integ->first() = h_sum + (p_integ + up)->first();
- p_integ->second() = h_sum_2 + (p_integ + up)->second();
-
- ++p_integ;
- }
-
- p_integ += b_next;
- }
-
- trace::exiting("subsampling::impl::integral_3");
- }
-
-
-
image2d<bool>
sauvola_fast(const image2d<value::int_u8>& input, unsigned win)
{
util::timer t;
t.start();
- image2d<util::couple<double,double> > integral;
- init_integral_3(input, integral);
- // image2d<value::int_u8> sub = scribo::subsampling::integral(input, 3, integral);
+ 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);
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();
image2d<bool> output;
initialize(output, input);
- sauvola_fast_functor<image2d<value::int_u8> > f(input, output, SCRIBO_DEFAULT_SAUVOLA_K, SCRIBO_DEFAULT_SAUVOLA_R);
+ sauvola_functor<image2d<value::int_u8> > f(input, output,
+ 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;
@@ -314,3 +151,4 @@ int main(int argc, char *argv[])
io::pbm::save(output, argv[3]);
}
+
--
1.7.2.5
12 years, 6 months
- 1
- 0