static void render_outline_list(C_OUTLINE_LIST *list,
int left, int top, Pix* pix) {
C_OUTLINE_IT it(list);
for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) {
C_OUTLINE* outline = it.data();
outline->render(left, top, pix);
if (!outline->child()->empty())
render_outline_list(outline->child(), left, top, pix);
}
}
static void reverse_outline_list( //reverse outlines
C_OUTLINE_LIST *list //outline to reverse
) {
C_OUTLINE *outline; //current outline
C_OUTLINE_IT it = list; //iterator
for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) {
outline = it.data ();
outline->reverse (); //reverse it
if (!outline->child ()->empty ())
reverse_outline_list (outline->child ());
}
}
C_BLOB::C_BLOB( //constructor
C_OUTLINE_LIST *outline_list //in random order
) {
C_OUTLINE *outline; //current outline
C_OUTLINE_IT it = outline_list;//iterator
while (!it.empty ()) { //grab the list
outline = it.extract (); //get off the list
//put it in place
position_outline(outline, &outlines);
if (!it.empty ())
it.forward ();
}
it.set_to_list (&outlines);
for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) {
outline = it.data ();
if (outline->turn_direction () < 0) {
outline->reverse ();
reverse_outline_list (outline->child ());
outline->set_flag (COUT_INVERSE, TRUE);
}
else {
outline->set_flag (COUT_INVERSE, FALSE);
}
}
}
static void plot_outline_list( //draw outlines
C_OUTLINE_LIST *list, //outline to draw
ScrollView* window, //window to draw in
ScrollView::Color colour, //colour to use
ScrollView::Color child_colour //colour of children
) {
C_OUTLINE *outline; //current outline
C_OUTLINE_IT it = list; //iterator
for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) {
outline = it.data ();
//draw it
outline->plot (window, colour);
if (!outline->child ()->empty ())
plot_outline_list (outline->child (), window,
child_colour, child_colour);
}
}
void close_chopped_cfragments( //chop the outline
C_OUTLINE_FRAG_LIST *frags, //list to clear
C_OUTLINE_LIST *children, //potential children
float pitch_error, //allowed shrinkage
C_OUTLINE_IT *dest_it //output list
) {
//iterator
C_OUTLINE_FRAG_IT frag_it = frags;
C_OUTLINE_FRAG *bottom_frag; //bottom of cut
C_OUTLINE_FRAG *top_frag; //top of cut
C_OUTLINE *outline; //new outline
C_OUTLINE *child; //current child
C_OUTLINE_IT child_it = children;
C_OUTLINE_IT olchild_it; //children of outline
while (!frag_it.empty()) {
frag_it.move_to_first();
// get bottom one
bottom_frag = frag_it.extract();
frag_it.forward();
top_frag = frag_it.data(); // look at next
if ((bottom_frag->steps == nullptr && top_frag->steps == nullptr)
|| (bottom_frag->steps != nullptr && top_frag->steps != nullptr)) {
if (frag_it.data_relative(1)->ycoord == top_frag->ycoord)
frag_it.forward();
}
top_frag = frag_it.extract();
if (top_frag->other_end != bottom_frag) {
outline = join_chopped_fragments(bottom_frag, top_frag);
ASSERT_HOST(outline == nullptr);
} else {
outline = join_chopped_fragments(bottom_frag, top_frag);
if (outline != nullptr) {
olchild_it.set_to_list(outline->child());
for (child_it.mark_cycle_pt(); !child_it.cycled_list();
child_it.forward()) {
child = child_it.data();
if (*child < *outline)
olchild_it.add_to_end(child_it.extract());
}
if (outline->bounding_box().width() > pitch_error)
dest_it->add_after_then_move(outline);
else
delete outline; // Make it disappear.
}
}
}
while (!child_it.empty ()) {
dest_it->add_after_then_move (child_it.extract ());
child_it.forward ();
}
}
void Textord::clean_noise_from_words( //remove empties
ROW *row //row to clean
) {
TBOX blob_box; //bounding box
C_BLOB *blob; //current blob
C_OUTLINE *outline; //current outline
WERD *word; //current word
int32_t blob_size; //biggest size
int32_t trans_count; //no of transitions
int32_t trans_threshold; //noise tolerance
int32_t dot_count; //small objects
int32_t norm_count; //normal objects
int32_t dud_words; //number discarded
int32_t ok_words; //number remaining
int32_t word_index; //current word
//words of row
WERD_IT word_it = row->word_list ();
C_BLOB_IT blob_it; //blob iterator
C_OUTLINE_IT out_it; //outline iterator
ok_words = word_it.length ();
if (ok_words == 0 || textord_no_rejects)
return;
// was it chucked
std::vector<int8_t> word_dud(ok_words);
dud_words = 0;
ok_words = 0;
word_index = 0;
for (word_it.mark_cycle_pt (); !word_it.cycled_list (); word_it.forward ()) {
word = word_it.data (); //current word
dot_count = 0;
norm_count = 0;
//blobs in word
blob_it.set_to_list (word->cblob_list ());
for (blob_it.mark_cycle_pt (); !blob_it.cycled_list ();
blob_it.forward ()) {
blob = blob_it.data ();
if (!word->flag (W_DONT_CHOP)) {
//get outlines
out_it.set_to_list (blob->out_list ());
for (out_it.mark_cycle_pt (); !out_it.cycled_list ();
out_it.forward ()) {
outline = out_it.data ();
blob_box = outline->bounding_box ();
blob_size =
blob_box.width () >
blob_box.height ()? blob_box.width () : blob_box.
height();
if (blob_size < textord_noise_sizelimit * row->x_height ())
dot_count++; //count smal outlines
if (!outline->child ()->empty ()
&& blob_box.height () <
(1 + textord_noise_syfract) * row->x_height ()
&& blob_box.height () >
(1 - textord_noise_syfract) * row->x_height ()
&& blob_box.width () <
(1 + textord_noise_sxfract) * row->x_height ()
&& blob_box.width () >
(1 - textord_noise_sxfract) * row->x_height ())
norm_count++; //count smal outlines
}
}
else
norm_count++;
blob_box = blob->bounding_box ();
blob_size =
blob_box.width () >
blob_box.height ()? blob_box.width () : blob_box.height ();
if (blob_size >= textord_noise_sizelimit * row->x_height ()
&& blob_size < row->x_height () * 2) {
trans_threshold = blob_size / textord_noise_sizefraction;
trans_count = blob->count_transitions (trans_threshold);
if (trans_count < textord_noise_translimit)
norm_count++;
}
else if (blob_box.height () > row->x_height () * 2
&& (!word_it.at_first () || !blob_it.at_first ()))
dot_count += 2;
}
if (dot_count > 2 && !word->flag(W_REP_CHAR)) {
if (dot_count > norm_count * textord_noise_normratio * 2)
word_dud[word_index] = 2;
else if (dot_count > norm_count * textord_noise_normratio)
word_dud[word_index] = 1;
else
word_dud[word_index] = 0;
} else {
word_dud[word_index] = 0;
}
if (word_dud[word_index] == 2)
dud_words++;
else
ok_words++;
word_index++;
}
word_index = 0;
for (word_it.mark_cycle_pt (); !word_it.cycled_list (); word_it.forward ()) {
if (word_dud[word_index] == 2
|| (word_dud[word_index] == 1 && dud_words > ok_words)) {
word = word_it.data(); // Current word.
// Previously we threw away the entire word.
// Now just aggressively throw all small blobs into the reject list, where
// the classifier can decide whether they are actually needed.
word->CleanNoise(textord_noise_sizelimit * row->x_height());
}
word_index++;
}
}
bool Textord::clean_noise_from_row( //remove empties
ROW* row //row to clean
) {
bool testing_on;
TBOX blob_box; //bounding box
C_BLOB *blob; //current blob
C_OUTLINE *outline; //current outline
WERD *word; //current word
int32_t blob_size; //biggest size
int32_t trans_count = 0; //no of transitions
int32_t trans_threshold; //noise tolerance
int32_t dot_count; //small objects
int32_t norm_count; //normal objects
int32_t super_norm_count; //real char-like
//words of row
WERD_IT word_it = row->word_list ();
C_BLOB_IT blob_it; //blob iterator
C_OUTLINE_IT out_it; //outline iterator
testing_on = textord_test_y > row->base_line (textord_test_x)
&& textord_show_blobs
&& textord_test_y < row->base_line (textord_test_x) + row->x_height ();
dot_count = 0;
norm_count = 0;
super_norm_count = 0;
for (word_it.mark_cycle_pt (); !word_it.cycled_list (); word_it.forward ()) {
word = word_it.data (); //current word
//blobs in word
blob_it.set_to_list (word->cblob_list ());
for (blob_it.mark_cycle_pt (); !blob_it.cycled_list ();
blob_it.forward ()) {
blob = blob_it.data ();
if (!word->flag (W_DONT_CHOP)) {
//get outlines
out_it.set_to_list (blob->out_list ());
for (out_it.mark_cycle_pt (); !out_it.cycled_list ();
out_it.forward ()) {
outline = out_it.data ();
blob_box = outline->bounding_box ();
blob_size =
blob_box.width () >
blob_box.height ()? blob_box.width () : blob_box.
height();
if (blob_size < textord_noise_sizelimit * row->x_height ())
dot_count++; //count smal outlines
if (!outline->child ()->empty ()
&& blob_box.height () <
(1 + textord_noise_syfract) * row->x_height ()
&& blob_box.height () >
(1 - textord_noise_syfract) * row->x_height ()
&& blob_box.width () <
(1 + textord_noise_sxfract) * row->x_height ()
&& blob_box.width () >
(1 - textord_noise_sxfract) * row->x_height ())
super_norm_count++; //count smal outlines
}
}
else
super_norm_count++;
blob_box = blob->bounding_box ();
blob_size =
blob_box.width () >
blob_box.height ()? blob_box.width () : blob_box.height ();
if (blob_size >= textord_noise_sizelimit * row->x_height ()
&& blob_size < row->x_height () * 2) {
trans_threshold = blob_size / textord_noise_sizefraction;
trans_count = blob->count_transitions (trans_threshold);
if (trans_count < textord_noise_translimit)
norm_count++;
}
else if (blob_box.height () > row->x_height () * 2
&& (!word_it.at_first () || !blob_it.at_first ()))
dot_count += 2;
if (testing_on) {
tprintf
("Blob at (%d,%d) -> (%d,%d), ols=%d, tc=%d, bldiff=%g\n",
blob_box.left (), blob_box.bottom (), blob_box.right (),
blob_box.top (), blob->out_list ()->length (), trans_count,
blob_box.bottom () - row->base_line (blob_box.left ()));
}
}
}
if (textord_noise_debug) {
tprintf ("Row ending at (%d,%g):",
blob_box.right (), row->base_line (blob_box.right ()));
tprintf (" R=%g, dc=%d, nc=%d, %s\n",
norm_count > 0 ? (float) dot_count / norm_count : 9999,
dot_count, norm_count,
dot_count > norm_count * textord_noise_normratio
&& dot_count > 2 ? "REJECTED" : "ACCEPTED");
}
return super_norm_count < textord_noise_sncount
&& dot_count > norm_count * textord_noise_rowratio && dot_count > 2;
}
void Textord::clean_noise_from_words( //remove empties
ROW *row //row to clean
) {
TBOX blob_box; //bounding box
inT8 *word_dud; //was it chucked
C_BLOB *blob; //current blob
C_OUTLINE *outline; //current outline
WERD *word; //current word
inT32 blob_size; //biggest size
inT32 trans_count; //no of transitions
inT32 trans_threshold; //noise tolerance
inT32 dot_count; //small objects
inT32 norm_count; //normal objects
inT32 dud_words; //number discarded
inT32 ok_words; //number remaining
inT32 word_index; //current word
//words of row
WERD_IT word_it = row->word_list ();
C_BLOB_IT blob_it; //blob iterator
C_OUTLINE_IT out_it; //outline iterator
ok_words = word_it.length ();
if (ok_words == 0 || textord_no_rejects)
return;
word_dud = (inT8 *) alloc_mem (ok_words * sizeof (inT8));
dud_words = 0;
ok_words = 0;
word_index = 0;
for (word_it.mark_cycle_pt (); !word_it.cycled_list (); word_it.forward ()) {
word = word_it.data (); //current word
dot_count = 0;
norm_count = 0;
//blobs in word
blob_it.set_to_list (word->cblob_list ());
for (blob_it.mark_cycle_pt (); !blob_it.cycled_list ();
blob_it.forward ()) {
blob = blob_it.data ();
if (!word->flag (W_DONT_CHOP)) {
//get outlines
out_it.set_to_list (blob->out_list ());
for (out_it.mark_cycle_pt (); !out_it.cycled_list ();
out_it.forward ()) {
outline = out_it.data ();
blob_box = outline->bounding_box ();
blob_size =
blob_box.width () >
blob_box.height ()? blob_box.width () : blob_box.
height();
if (blob_size < textord_noise_sizelimit * row->x_height ())
dot_count++; //count smal outlines
if (!outline->child ()->empty ()
&& blob_box.height () <
(1 + textord_noise_syfract) * row->x_height ()
&& blob_box.height () >
(1 - textord_noise_syfract) * row->x_height ()
&& blob_box.width () <
(1 + textord_noise_sxfract) * row->x_height ()
&& blob_box.width () >
(1 - textord_noise_sxfract) * row->x_height ())
norm_count++; //count smal outlines
}
}
else
norm_count++;
blob_box = blob->bounding_box ();
blob_size =
blob_box.width () >
blob_box.height ()? blob_box.width () : blob_box.height ();
if (blob_size >= textord_noise_sizelimit * row->x_height ()
&& blob_size < row->x_height () * 2) {
trans_threshold = blob_size / textord_noise_sizefraction;
trans_count = blob->count_transitions (trans_threshold);
if (trans_count < textord_noise_translimit)
norm_count++;
}
else if (blob_box.height () > row->x_height () * 2
&& (!word_it.at_first () || !blob_it.at_first ()))
dot_count += 2;
}
if (dot_count > 2) {
if (dot_count > norm_count * textord_noise_normratio * 2)
word_dud[word_index] = 2;
else if (dot_count > norm_count * textord_noise_normratio)
word_dud[word_index] = 1;
else
word_dud[word_index] = 0;
}
else
word_dud[word_index] = 0;
if (word_dud[word_index] == 2)
dud_words++;
else
ok_words++;
word_index++;
}
word_index = 0;
for (word_it.mark_cycle_pt (); !word_it.cycled_list (); word_it.forward ()) {
if (word_dud[word_index] == 2
|| (word_dud[word_index] == 1 && dud_words > ok_words)) {
word = word_it.data (); //current word
//rejected blobs
blob_it.set_to_list (word->rej_cblob_list ());
//move from blobs
blob_it.add_list_after (word->cblob_list ());
}
word_index++;
}
free_mem(word_dud);
}
