Tesseract 3.02

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Public Member Functions
tesseract::ColPartitionGrid Class Reference

`#include <colpartitiongrid.h>`

Inheritance diagram for tesseract::ColPartitionGrid:

List of all members.

## Public Member Functions

| ColPartitionGrid ()
| ColPartitionGrid (int gridsize, const ICOORD &bleft, const ICOORD &tright)
virtual | ~ColPartitionGrid ()
void | HandleClick (int x, int y)
void | Merges (TessResultCallback2< bool, ColPartition *, TBOX * > *box_cb, TessResultCallback2< bool, const ColPartition *, const ColPartition * > *confirm_cb)
bool | MergePart (TessResultCallback2< bool, ColPartition *, TBOX * > *box_cb, TessResultCallback2< bool, const ColPartition *, const ColPartition * > *confirm_cb, ColPartition *part)
void | FindOverlappingPartitions (const TBOX &box, const ColPartition *not_this, ColPartition_CLIST *parts)
ColPartition * | BestMergeCandidate (const ColPartition *part, ColPartition_CLIST *candidates, bool debug, TessResultCallback2< bool, const ColPartition *, const ColPartition * > *confirm_cb, int *overlap_increase)
void | SplitOverlappingPartitions (ColPartition_LIST *big_parts)
bool | GridSmoothNeighbours (BlobTextFlowType source_type, Pix *nontext_map, const TBOX &im_box, const FCOORD &rerotation)
void | ComputePartitionColors (Pix *scaled_color, int scaled_factor, const FCOORD &rerotation)
void | ReflectInYAxis ()
void | Deskew (const FCOORD &deskew)
void | SetTabStops (TabFind *tabgrid)
bool | MakeColPartSets (PartSetVector *part_sets)
ColPartitionSet * | MakeSingleColumnSet (WidthCallback *cb)
void | ClaimBoxes ()
void | ReTypeBlobs (BLOBNBOX_LIST *im_blobs)
void | RecomputeBounds (int gridsize, const ICOORD &bleft, const ICOORD &tright, const ICOORD &vertical)
void | GridFindMargins (ColPartitionSet **best_columns)
void | ListFindMargins (ColPartitionSet **best_columns, ColPartition_LIST *parts)
void | DeleteParts ()
void | DeleteUnknownParts (TO_BLOCK *block)
void | FindFigureCaptions ()
void | FindPartitionPartners ()
void | FindPartitionPartners (bool upper, ColPartition *part)
void | FindVPartitionPartners (bool to_the_left, ColPartition *part)
void | RefinePartitionPartners (bool get_desperate)
Public Member Functions inherited from tesseract::BBGrid< ColPartition, ColPartition_CLIST, ColPartition_C_IT >
| BBGrid ()
| BBGrid (int gridsize, const ICOORD &bleft, const ICOORD &tright)
virtual | ~BBGrid ()
void | Init (int gridsize, const ICOORD &bleft, const ICOORD &tright)
void | Clear ()
void | ClearGridData (void(*free_method)(ColPartition *))
void | InsertBBox (bool h_spread, bool v_spread, ColPartition *bbox)
void | InsertPixPtBBox (int left, int bottom, Pix *pix, ColPartition *bbox)
void | RemoveBBox (ColPartition *bbox)
bool | RectangleEmpty (const TBOX &rect)
IntGrid * | CountCellElements ()
ScrollView * | MakeWindow (int x, int y, const char *window_name)
void | DisplayBoxes (ScrollView *window)
void | AssertNoDuplicates ()
Public Member Functions inherited from tesseract::GridBase
| GridBase ()
| GridBase (int gridsize, const ICOORD &bleft, const ICOORD &tright)
virtual | ~GridBase ()
int | gridsize () const
int | gridwidth () const
int | gridheight () const
const ICOORD & | bleft () const
const ICOORD & | tright () const
void | GridCoords (int x, int y, int *grid_x, int *grid_y) const
void | ClipGridCoords (int *x, int *y) const

## Additional Inherited Members

Protected Attributes inherited from tesseract::BBGrid< ColPartition, ColPartition_CLIST, ColPartition_C_IT >
ColPartition_CLIST * | grid_
Protected Attributes inherited from tesseract::GridBase
int | gridsize_
int | gridwidth_
int | gridheight_
int | gridbuckets_
ICOORD | bleft_
ICOORD | tright_

## Detailed Description

Definition at line 33 of file colpartitiongrid.h.

## Constructor & Destructor Documentation

tesseract::ColPartitionGrid::ColPartitionGrid | ( |  | ) |

Definition at line 71 of file colpartitiongrid.cpp.

{
}

tesseract::ColPartitionGrid::ColPartitionGrid | ( | int | gridsize,
|  | const ICOORD & | bleft,
|  | const ICOORD & | tright
| ) |  |

Definition at line 73 of file colpartitiongrid.cpp.

: BBGrid<ColPartition, ColPartition_CLIST, ColPartition_C_IT>(gridsize,
bleft, tright) {
}

tesseract::ColPartitionGrid::~ColPartitionGrid | ( |  | ) |

virtual

Definition at line 79 of file colpartitiongrid.cpp.

{
}

## Member Function Documentation

ColPartition * tesseract::ColPartitionGrid::BestMergeCandidate | ( | const ColPartition * | part,
|  | ColPartition_CLIST * | candidates,
|  | bool | debug,
|  | TessResultCallback2< bool, const ColPartition *, const ColPartition * > * | confirm_cb,
|  | int * | overlap_increase
| ) |  |

Definition at line 379 of file colpartitiongrid.cpp.

{
if (overlap_increase != NULL)
*overlap_increase = 0;
if (candidates->empty())
return NULL;
int ok_overlap =
static_cast<int>(kTinyEnoughTextlineOverlapFraction * gridsize() + 0.5);
// The best neighbour to merge with is the one that causes least
// total pairwise overlap among all the neighbours.
// If more than one offers the same total overlap, choose the one
// with the least total area.
const TBOX& part_box = part->bounding_box();
ColPartition_C_IT it(candidates);
ColPartition* best_candidate = NULL;
// Find the total combined box of all candidates and the original.
TBOX full_box(part_box);
for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) {
ColPartition* candidate = it.data();
full_box += candidate->bounding_box();
}
// Keep valid neighbours in a list.
ColPartition_CLIST neighbours;
// Now run a rect search of the merged box for overlapping neighbours, as
// we need anything that might be overlapped by the merged box.
FindOverlappingPartitions(full_box, part, &neighbours);
if (debug) {
tprintf("Finding best merge candidate from %d, %d neighbours for box:",
candidates->length(), neighbours.length());
part_box.print();
}
// If the best increase in overlap is positive, then we also check the
// worst non-candidate overlap. This catches the case of multiple good
// candidates that overlap each other when merged. If the worst
// non-candidate overlap is better than the best overlap, then return
// the worst non-candidate overlap instead.
ColPartition_CLIST non_candidate_neighbours;
non_candidate_neighbours.set_subtract(SortByBoxLeft<ColPartition>, true,
&neighbours, candidates);
int worst_nc_increase = 0;
int best_increase = MAX_INT32;
int best_area = 0;
for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) {
ColPartition* candidate = it.data();
if (confirm_cb != NULL && !confirm_cb->Run(part, candidate)) {
if (debug) {
tprintf("Candidate not confirmed:");
candidate->bounding_box().print();
}
continue;
}
int increase = IncreaseInOverlap(part, candidate, ok_overlap, &neighbours);
const TBOX& cand_box = candidate->bounding_box();
if (best_candidate == NULL || increase < best_increase) {
best_candidate = candidate;
best_increase = increase;
best_area = cand_box.bounding_union(part_box).area() - cand_box.area();
if (debug) {
tprintf("New best merge candidate has increase %d, area %d, over box:",
increase, best_area);
full_box.print();
candidate->Print();
}
} else if (increase == best_increase) {
int area = cand_box.bounding_union(part_box).area() - cand_box.area();
if (area < best_area) {
best_area = area;
best_candidate = candidate;
}
}
increase = IncreaseInOverlap(part, candidate, ok_overlap,
&non_candidate_neighbours);
if (increase > worst_nc_increase)
worst_nc_increase = increase;
}
if (best_increase > 0) {
// If the worst non-candidate increase is less than the best increase
// including the candidates, then all the candidates can merge together
// and the increase in outside overlap would be less, so use that result,
// but only if each candidate is either a good diacritic merge with part,
// or an ok merge candidate with all the others.
// See TestCompatibleCandidates for more explanation and a picture.
if (worst_nc_increase < best_increase &&
TestCompatibleCandidates(*part, debug, candidates)) {
best_increase = worst_nc_increase;
}
}
if (overlap_increase != NULL)
*overlap_increase = best_increase;
return best_candidate;
}

void tesseract::ColPartitionGrid::ClaimBoxes | ( |  | ) |

Definition at line 812 of file colpartitiongrid.cpp.

{
// Iterate the ColPartitions in the grid.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
part->ClaimBoxes();
}
}

void tesseract::ColPartitionGrid::ComputePartitionColors | ( | Pix * | scaled_color,
|  | int | scaled_factor,
|  | const FCOORD & | rerotation
| ) |  |

Definition at line 620 of file colpartitiongrid.cpp.

{
if (scaled_color == NULL)
return;
Pix* color_map1 = NULL;
Pix* color_map2 = NULL;
Pix* rms_map = NULL;
if (textord_tabfind_show_color_fit) {
int width = pixGetWidth(scaled_color);
int height = pixGetHeight(scaled_color);
color_map1 = pixCreate(width, height, 32);
color_map2 = pixCreate(width, height, 32);
rms_map = pixCreate(width, height, 8);
}
// Iterate the ColPartitions in the grid.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
TBOX part_box = part->bounding_box();
part_box.rotate_large(rerotation);
ImageFind::ComputeRectangleColors(part_box, scaled_color,
scaled_factor,
color_map1, color_map2, rms_map,
part->color1(), part->color2());
}
if (color_map1 != NULL) {
pixWrite("swcolorinput.png", scaled_color, IFF_PNG);
pixWrite("swcolor1.png", color_map1, IFF_PNG);
pixWrite("swcolor2.png", color_map2, IFF_PNG);
pixWrite("swrms.png", rms_map, IFF_PNG);
pixDestroy(&color_map1);
pixDestroy(&color_map2);
pixDestroy(&rms_map);
}
}

void tesseract::ColPartitionGrid::DeleteParts | ( |  | ) |

Definition at line 950 of file colpartitiongrid.cpp.

{
ColPartition_LIST dead_parts;
ColPartition_IT dead_it(&dead_parts);
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
part->DisownBoxes();
dead_it.add_to_end(part); // Parts will be deleted on return.
}
Clear();
}

void tesseract::ColPartitionGrid::DeleteUnknownParts | ( | TO_BLOCK * | block | ) |

Definition at line 965 of file colpartitiongrid.cpp.

{
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
if (part->blob_type() == BRT_UNKNOWN) {
gsearch.RemoveBBox();
// Once marked, the blobs will be swept up by DeleteUnownedNoise.
part->set_flow(BTFT_NONTEXT);
part->set_blob_type(BRT_NOISE);
part->SetBlobTypes();
part->DisownBoxes();
delete part;
}
}
block->DeleteUnownedNoise();
}

void tesseract::ColPartitionGrid::Deskew | ( | const FCOORD & | deskew | ) |

Definition at line 684 of file colpartitiongrid.cpp.

{
ColPartition_LIST parts;
ColPartition_IT part_it(&parts);
// Iterate the ColPartitions in the grid to extract them.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
part_it.add_after_then_move(part);
}
// Rebuild the grid to the new size.
TBOX grid_box(bleft_, tright_);
grid_box.rotate_large(deskew);
Init(gridsize(), grid_box.botleft(), grid_box.topright());
// Reinitializing the grid with rotated coords also clears all the
// pointers, so parts will now own the ColPartitions. (Briefly).
for (part_it.move_to_first(); !part_it.empty(); part_it.forward()) {
part = part_it.extract();
part->ComputeLimits();
InsertBBox(true, true, part);
}
}

void tesseract::ColPartitionGrid::FindFigureCaptions | ( |  | ) |

Definition at line 984 of file colpartitiongrid.cpp.

{
// For each image region find its best candidate text caption region,
// if any and mark it as such.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
if (part->IsImageType()) {
const TBOX& part_box = part->bounding_box();
bool debug = AlignedBlob::WithinTestRegion(2, part_box.left(),
part_box.bottom());
ColPartition* best_caption = NULL;
int best_dist = 0; // Distance to best_caption.
int best_upper = 0; // Direction of best_caption.
// Handle both lower and upper directions.
for (int upper = 0; upper < 2; ++upper) {
ColPartition_C_IT partner_it(upper ? part->upper_partners()
: part->lower_partners());
// If there are no image partners, then this direction is ok.
for (partner_it.mark_cycle_pt(); !partner_it.cycled_list();
partner_it.forward()) {
ColPartition* partner = partner_it.data();
if (partner->IsImageType()) {
break;
}
}
if (!partner_it.cycled_list()) continue;
// Find the nearest totally overlapping text partner.
for (partner_it.mark_cycle_pt(); !partner_it.cycled_list();
partner_it.forward()) {
ColPartition* partner = partner_it.data();
if (!partner->IsTextType()) continue;
const TBOX& partner_box = partner->bounding_box();
if (debug) {
tprintf("Finding figure captions for image part:");
part_box.print();
tprintf("Considering partner:");
partner_box.print();
}
if (partner_box.left() >= part_box.left() &&
partner_box.right() <= part_box.right()) {
int dist = partner_box.y_gap(part_box);
if (best_caption == NULL || dist < best_dist) {
best_dist = dist;
best_caption = partner;
best_upper = upper;
}
}
}
}
if (best_caption != NULL) {
if (debug) {
tprintf("Best caption candidate:");
best_caption->bounding_box().print();
}
// We have a candidate caption. Qualify it as being separable from
// any body text. We are looking for either a small number of lines
// or a big gap that indicates a separation from the body text.
int line_count = 0;
int biggest_gap = 0;
int smallest_gap = MAX_INT16;
int total_height = 0;
int mean_height = 0;
ColPartition* end_partner = NULL;
ColPartition* next_partner = NULL;
for (ColPartition* partner = best_caption; partner != NULL &&
line_count <= kMaxCaptionLines;
partner = next_partner) {
if (!partner->IsTextType()) {
end_partner = partner;
break;
}
++line_count;
total_height += partner->bounding_box().height();
next_partner = partner->SingletonPartner(best_upper);
if (next_partner != NULL) {
int gap = partner->bounding_box().y_gap(
next_partner->bounding_box());
if (gap > biggest_gap) {
biggest_gap = gap;
end_partner = next_partner;
mean_height = total_height / line_count;
} else if (gap < smallest_gap) {
smallest_gap = gap;
}
// If the gap looks big compared to the text size and the smallest
// gap seen so far, then we can stop.
if (biggest_gap > mean_height * kMinCaptionGapHeightRatio &&
biggest_gap > smallest_gap * kMinCaptionGapRatio)
break;
}
}
if (debug) {
tprintf("Line count=%d, biggest gap %d, smallest%d, mean height %d\n",
line_count, biggest_gap, smallest_gap, mean_height);
if (end_partner != NULL) {
tprintf("End partner:");
end_partner->bounding_box().print();
}
}
if (next_partner == NULL && line_count <= kMaxCaptionLines)
end_partner = NULL; // No gap, but line count is small.
if (line_count <= kMaxCaptionLines) {
// This is a qualified caption. Mark the text as caption.
for (ColPartition* partner = best_caption; partner != NULL &&
partner != end_partner;
partner = next_partner) {
partner->set_type(PT_CAPTION_TEXT);
partner->SetBlobTypes();
if (debug) {
tprintf("Set caption type for partition:");
partner->bounding_box().print();
}
next_partner = partner->SingletonPartner(best_upper);
}
}
}
}
}
}

void tesseract::ColPartitionGrid::FindOverlappingPartitions | ( | const TBOX & | box,
|  | const ColPartition * | not_this,
|  | ColPartition_CLIST * | parts
| ) |  |

Definition at line 326 of file colpartitiongrid.cpp.

{
ColPartitionGridSearch rsearch(this);
rsearch.StartRectSearch(box);
ColPartition* part;
while ((part = rsearch.NextRectSearch()) != NULL) {
if (part != not_this)
parts->add_sorted(SortByBoxLeft<ColPartition>, true, part);
}
}

void tesseract::ColPartitionGrid::FindPartitionPartners | ( |  | ) |

Definition at line 1109 of file colpartitiongrid.cpp.

{
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
if (part->IsVerticalType()) {
FindVPartitionPartners(true, part);
FindVPartitionPartners(false, part);
} else {
FindPartitionPartners(true, part);
FindPartitionPartners(false, part);
}
}
}

void tesseract::ColPartitionGrid::FindPartitionPartners | ( | bool | upper,
|  | ColPartition * | part
| ) |  |

Definition at line 1126 of file colpartitiongrid.cpp.

{
if (part->type() == PT_NOISE)
return; // Noise is not allowed to partner anything.
const TBOX& box = part->bounding_box();
int top = part->median_top();
int bottom = part->median_bottom();
int height = top - bottom;
int mid_y = (bottom + top) / 2;
ColPartitionGridSearch vsearch(this);
// Search down for neighbour below
vsearch.StartVerticalSearch(box.left(), box.right(), part->MidY());
ColPartition* neighbour;
ColPartition* best_neighbour = NULL;
int best_dist = MAX_INT32;
while ((neighbour = vsearch.NextVerticalSearch(!upper)) != NULL) {
if (neighbour == part || neighbour->type() == PT_NOISE)
continue; // Noise is not allowed to partner anything.
int neighbour_bottom = neighbour->median_bottom();
int neighbour_top = neighbour->median_top();
int neighbour_y = (neighbour_bottom + neighbour_top) / 2;
if (upper != (neighbour_y > mid_y))
continue;
if (!part->HOverlaps(*neighbour) && !part->WithinSameMargins(*neighbour))
continue;
if (!part->TypesMatch(*neighbour)) {
if (best_neighbour == NULL)
best_neighbour = neighbour;
continue;
}
int dist = upper ? neighbour_bottom - top : bottom - neighbour_top;
if (dist <= kMaxPartitionSpacing * height) {
if (dist < best_dist) {
best_dist = dist;
best_neighbour = neighbour;
}
} else {
break;
}
}
if (best_neighbour != NULL)
part->AddPartner(upper, best_neighbour);
}

void tesseract::ColPartitionGrid::FindVPartitionPartners | ( | bool | to_the_left,
|  | ColPartition * | part
| ) |  |

Definition at line 1171 of file colpartitiongrid.cpp.

{
if (part->type() == PT_NOISE)
return; // Noise is not allowed to partner anything.
const TBOX& box = part->bounding_box();
int left = part->median_left();
int right = part->median_right();
int width = right - left;
int mid_x = (left + right) / 2;
ColPartitionGridSearch hsearch(this);
// Search left for neighbour to_the_left
hsearch.StartSideSearch(mid_x, box.bottom(), box.top());
ColPartition* neighbour;
ColPartition* best_neighbour = NULL;
int best_dist = MAX_INT32;
while ((neighbour = hsearch.NextSideSearch(to_the_left)) != NULL) {
if (neighbour == part || neighbour->type() == PT_NOISE)
continue; // Noise is not allowed to partner anything.
int neighbour_left = neighbour->median_left();
int neighbour_right = neighbour->median_right();
int neighbour_x = (neighbour_left + neighbour_right) / 2;
if (to_the_left != (neighbour_x < mid_x))
continue;
if (!part->VOverlaps(*neighbour))
continue;
if (!part->TypesMatch(*neighbour))
continue; // Only match to other vertical text.
int dist = to_the_left ? left - neighbour_right : neighbour_left - right;
if (dist <= kMaxPartitionSpacing * width) {
if (dist < best_dist || best_neighbour == NULL) {
best_dist = dist;
best_neighbour = neighbour;
}
} else {
break;
}
}
// For vertical partitions, the upper partner is to the left, and lower is
// to the right.
if (best_neighbour != NULL)
part->AddPartner(to_the_left, best_neighbour);
}

void tesseract::ColPartitionGrid::GridFindMargins | ( | ColPartitionSet ** | best_columns | ) |

Definition at line 908 of file colpartitiongrid.cpp.

{
// Iterate the ColPartitions in the grid.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
// Set up a rectangle search x-bounded by the column and y by the part.
ColPartitionSet* columns = best_columns != NULL
? best_columns[gsearch.GridY()]
: NULL;
FindPartitionMargins(columns, part);
const TBOX& box = part->bounding_box();
if (AlignedBlob::WithinTestRegion(2, box.left(), box.bottom())) {
tprintf("Computed margins for part:");
part->Print();
}
}
}

bool tesseract::ColPartitionGrid::GridSmoothNeighbours | ( | BlobTextFlowType | source_type,
|  | Pix * | nontext_map,
|  | const TBOX & | im_box,
|  | const FCOORD & | rerotation
| ) |  |

Definition at line 598 of file colpartitiongrid.cpp.

{
// Iterate the ColPartitions in the grid.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
bool any_changed = false;
while ((part = gsearch.NextFullSearch()) != NULL) {
if (part->flow() != source_type || BLOBNBOX::IsLineType(part->blob_type()))
continue;
const TBOX& box = part->bounding_box();
bool debug = AlignedBlob::WithinTestRegion(2, box.left(), box.bottom());
if (SmoothRegionType(nontext_map, im_box, rotation, debug, part))
any_changed = true;
}
return any_changed;
}

void tesseract::ColPartitionGrid::HandleClick | ( | int | x,
|  | int | y
| ) |  |

virtual

Reimplemented from tesseract::BBGrid< ColPartition, ColPartition_CLIST, ColPartition_C_IT >.

Definition at line 83 of file colpartitiongrid.cpp.

{
BBGrid<ColPartition,
ColPartition_CLIST, ColPartition_C_IT>::HandleClick(x, y);
// Run a radial search for partitions that overlap.
ColPartitionGridSearch radsearch(this);
radsearch.SetUniqueMode(true);
radsearch.StartRadSearch(x, y, 1);
ColPartition* neighbour;
FCOORD click(x, y);
while ((neighbour = radsearch.NextRadSearch()) != NULL) {
TBOX nbox = neighbour->bounding_box();
if (nbox.contains(click)) {
tprintf("Block box:");
neighbour->bounding_box().print();
neighbour->Print();
}
}
}

void tesseract::ColPartitionGrid::ListFindMargins | ( | ColPartitionSet ** | best_columns,
|  | ColPartition_LIST * | parts
| ) |  |

Definition at line 932 of file colpartitiongrid.cpp.

{
ColPartition_IT part_it(parts);
for (part_it.mark_cycle_pt(); !part_it.cycled_list(); part_it.forward()) {
ColPartition* part = part_it.data();
ColPartitionSet* columns = NULL;
if (best_columns != NULL) {
TBOX part_box = part->bounding_box();
// Get the columns from the y grid coord.
int grid_x, grid_y;
GridCoords(part_box.left(), part_box.bottom(), &grid_x, &grid_y);
columns = best_columns[grid_y];
}
FindPartitionMargins(columns, part);
}
}

bool tesseract::ColPartitionGrid::MakeColPartSets | ( | PartSetVector * | part_sets | ) |

Definition at line 732 of file colpartitiongrid.cpp.

{
ColPartition_LIST* part_lists = new ColPartition_LIST[gridheight()];
part_sets->reserve(gridheight());
// Iterate the ColPartitions in the grid to get parts onto lists for the
// y bottom of each.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
bool any_parts_found = false;
while ((part = gsearch.NextFullSearch()) != NULL) {
BlobRegionType blob_type = part->blob_type();
if (blob_type != BRT_NOISE &&
(blob_type != BRT_UNKNOWN || !part->boxes()->singleton())) {
int grid_x, grid_y;
const TBOX& part_box = part->bounding_box();
GridCoords(part_box.left(), part_box.bottom(), &grid_x, &grid_y);
ColPartition_IT part_it(&part_lists[grid_y]);
part_it.add_to_end(part);
any_parts_found = true;
}
}
if (any_parts_found) {
for (int grid_y = 0; grid_y < gridheight(); ++grid_y) {
ColPartitionSet* line_set = NULL;
if (!part_lists[grid_y].empty()) {
line_set = new ColPartitionSet(&part_lists[grid_y]);
}
part_sets->push_back(line_set);
}
}
delete [] part_lists;
return any_parts_found;
}

ColPartitionSet * tesseract::ColPartitionGrid::MakeSingleColumnSet | ( | WidthCallback * | cb | ) |

Definition at line 770 of file colpartitiongrid.cpp.

{
ColPartition* single_column_part = NULL;
// Iterate the ColPartitions in the grid to get parts onto lists for the
// y bottom of each.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
BlobRegionType blob_type = part->blob_type();
if (blob_type != BRT_NOISE &&
(blob_type != BRT_UNKNOWN || !part->boxes()->singleton())) {
// Consider for single column.
BlobTextFlowType flow = part->flow();
if ((blob_type == BRT_TEXT &&
(flow == BTFT_STRONG_CHAIN || flow == BTFT_CHAIN ||
flow == BTFT_LEADER || flow == BTFT_TEXT_ON_IMAGE)) ||
blob_type == BRT_RECTIMAGE || blob_type == BRT_POLYIMAGE) {
if (single_column_part == NULL) {
single_column_part = part->ShallowCopy();
single_column_part->set_blob_type(BRT_TEXT);
// Copy the tabs from itself to properly setup the margins.
single_column_part->CopyLeftTab(*single_column_part, false);
single_column_part->CopyRightTab(*single_column_part, false);
} else {
if (part->left_key() < single_column_part->left_key())
single_column_part->CopyLeftTab(*part, false);
if (part->right_key() > single_column_part->right_key())
single_column_part->CopyRightTab(*part, false);
}
}
}
}
if (single_column_part != NULL) {
// Make a ColPartitionSet out of the single_column_part as a candidate
// for the single column case.
single_column_part->SetColumnGoodness(cb);
return new ColPartitionSet(single_column_part);
}
return NULL;
}

bool tesseract::ColPartitionGrid::MergePart | ( | TessResultCallback2< bool, ColPartition *, TBOX * > * | box_cb,
|  | TessResultCallback2< bool, const ColPartition *, const ColPartition * > * | confirm_cb,
|  | ColPartition * | part
| ) |  |

Definition at line 130 of file colpartitiongrid.cpp.

{
if (part->IsUnMergeableType())
return false;
bool any_done = false;
// Repeatedly merge part while we find a best merge candidate that works.
bool merge_done = false;
do {
merge_done = false;
TBOX box = part->bounding_box();
bool debug = AlignedBlob::WithinTestRegion(2, box.left(), box.bottom());
if (debug) {
tprintf("Merge candidate:");
box.print();
}
// Set up a rectangle search bounded by the part.
if (!box_cb->Run(part, &box))
continue;
// Create a list of merge candidates.
ColPartition_CLIST merge_candidates;
FindMergeCandidates(part, box, debug, &merge_candidates);
// Find the best merge candidate based on minimal overlap increase.
int overlap_increase;
ColPartition* neighbour = BestMergeCandidate(part, &merge_candidates, debug,
confirm_cb,
&overlap_increase);
if (neighbour != NULL && overlap_increase <= 0) {
if (debug) {
tprintf("Merging:hoverlap=%d, voverlap=%d, OLI=%d\n",
part->HCoreOverlap(*neighbour), part->VCoreOverlap(*neighbour),
overlap_increase);
}
// Looks like a good candidate so merge it.
RemoveBBox(neighbour);
// We will modify the box of part, so remove it from the grid, merge
// it and then re-insert it into the grid.
RemoveBBox(part);
part->Absorb(neighbour, NULL);
InsertBBox(true, true, part);
merge_done = true;
any_done = true;
} else if (neighbour != NULL) {
if (debug) {
tprintf("Overlapped when merged with increase %d: ", overlap_increase);
neighbour->bounding_box().print();
}
} else if (debug) {
tprintf("No candidate neighbour returned\n");
}
} while (merge_done);
return any_done;
}

void tesseract::ColPartitionGrid::Merges | ( | TessResultCallback2< bool, ColPartition *, TBOX * > * | box_cb,
|  | TessResultCallback2< bool, const ColPartition *, const ColPartition * > * | confirm_cb
| ) |  |

Definition at line 109 of file colpartitiongrid.cpp.

{
// Iterate the ColPartitions in the grid.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
if (MergePart(box_cb, confirm_cb, part))
gsearch.RepositionIterator();
}
delete box_cb;
delete confirm_cb;
}

void tesseract::ColPartitionGrid::RecomputeBounds | ( | int | gridsize,
|  | const ICOORD & | bleft,
|  | const ICOORD & | tright,
|  | const ICOORD & | vertical
| ) |  |

Definition at line 879 of file colpartitiongrid.cpp.

{
ColPartition_LIST saved_parts;
ColPartition_IT part_it(&saved_parts);
// Iterate the ColPartitions in the grid to get parts onto a list.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
part_it.add_to_end(part);
}
// Reinitialize grid to the new size.
Init(gridsize, bleft, tright);
// Recompute the bounds of the parts and put them back in the new grid.
for (part_it.move_to_first(); !part_it.empty(); part_it.forward()) {
part = part_it.extract();
part->set_vertical(vertical);
part->ComputeLimits();
InsertBBox(true, true, part);
}
}

void tesseract::ColPartitionGrid::RefinePartitionPartners | ( | bool | get_desperate | ) |

Definition at line 1217 of file colpartitiongrid.cpp.

{
ColPartitionGridSearch gsearch(this);
// Refine in type order so that chasing multiple partners can be done
// before eliminating type mis-matching partners.
for (int type = PT_UNKNOWN + 1; type <= PT_COUNT; type++) {
// Iterate the ColPartitions in the grid.
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
part->RefinePartners(static_cast<PolyBlockType>(type),
get_desperate, this);
// Iterator may have been messed up by a merge.
gsearch.RepositionIterator();
}
}
}

void tesseract::ColPartitionGrid::ReflectInYAxis | ( |  | ) |

Definition at line 660 of file colpartitiongrid.cpp.

{
ColPartition_LIST parts;
ColPartition_IT part_it(&parts);
// Iterate the ColPartitions in the grid to extract them.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
part_it.add_after_then_move(part);
}
ICOORD bot_left(-tright().x(), bleft().y());
ICOORD top_right(-bleft().x(), tright().y());
// Reinitializing the grid with reflected coords also clears all the
// pointers, so parts will now own the ColPartitions. (Briefly).
Init(gridsize(), bot_left, top_right);
for (part_it.move_to_first(); !part_it.empty(); part_it.forward()) {
part = part_it.extract();
part->ReflectInYAxis();
InsertBBox(true, true, part);
}
}

void tesseract::ColPartitionGrid::ReTypeBlobs | ( | BLOBNBOX_LIST * | im_blobs | ) |

Definition at line 825 of file colpartitiongrid.cpp.

{
BLOBNBOX_IT im_blob_it(im_blobs);
ColPartition_LIST dead_parts;
ColPartition_IT dead_part_it(&dead_parts);
// Iterate the ColPartitions in the grid.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
BlobRegionType blob_type = part->blob_type();
BlobTextFlowType flow = part->flow();
if (blob_type == BRT_POLYIMAGE || blob_type == BRT_RECTIMAGE) {
BLOBNBOX_C_IT blob_it(part->boxes());
for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) {
BLOBNBOX* blob = blob_it.data();
im_blob_it.add_after_then_move(blob);
}
} else if (blob_type != BRT_NOISE) {
// Make sure the blobs are marked with the correct type and flow.
BLOBNBOX_C_IT blob_it(part->boxes());
for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) {
BLOBNBOX* blob = blob_it.data();
if (blob->region_type() == BRT_NOISE) {
// TODO(rays) Deprecated. Change this section to an assert to verify
// and then delete.
ASSERT_HOST(blob->cblob()->area() != 0);
blob->set_owner(NULL);
blob_it.extract();
} else {
blob->set_region_type(blob_type);
if (blob->flow() != BTFT_LEADER)
blob->set_flow(flow);
}
}
}
if (blob_type == BRT_NOISE || part->boxes()->empty()) {
BLOBNBOX_C_IT blob_it(part->boxes());
part->DisownBoxes();
dead_part_it.add_to_end(part);
gsearch.RemoveBBox();
for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) {
BLOBNBOX* blob = blob_it.data();
if (blob->cblob()->area() == 0) {
// Any blob with zero area is a fake image blob and should be deleted.
delete blob->cblob();
delete blob;
}
}
}
}
}

void tesseract::ColPartitionGrid::SetTabStops | ( | TabFind * | tabgrid | ) |

Definition at line 708 of file colpartitiongrid.cpp.

{
// Iterate the ColPartitions in the grid.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
const TBOX& part_box = part->bounding_box();
TabVector* left_line = tabgrid->LeftTabForBox(part_box, true, false);
// If the overlapping line is not a left tab, try for non-overlapping.
if (left_line != NULL && !left_line->IsLeftTab())
left_line = tabgrid->LeftTabForBox(part_box, false, false);
if (left_line != NULL && left_line->IsLeftTab())
part->SetLeftTab(left_line);
TabVector* right_line = tabgrid->RightTabForBox(part_box, true, false);
if (right_line != NULL && !right_line->IsRightTab())
right_line = tabgrid->RightTabForBox(part_box, false, false);
if (right_line != NULL && right_line->IsRightTab())
part->SetRightTab(right_line);
part->SetColumnGoodness(tabgrid->WidthCB());
}
}

void tesseract::ColPartitionGrid::SplitOverlappingPartitions | ( | ColPartition_LIST * | big_parts | ) |

Definition at line 488 of file colpartitiongrid.cpp.

{
int ok_overlap =
static_cast<int>(kTinyEnoughTextlineOverlapFraction * gridsize() + 0.5);
// Iterate the ColPartitions in the grid.
ColPartitionGridSearch gsearch(this);
gsearch.StartFullSearch();
ColPartition* part;
while ((part = gsearch.NextFullSearch()) != NULL) {
// Set up a rectangle search bounded by the part.
const TBOX& box = part->bounding_box();
ColPartitionGridSearch rsearch(this);
rsearch.SetUniqueMode(true);
rsearch.StartRectSearch(box);
int unresolved_overlaps = 0;
ColPartition* neighbour;
while ((neighbour = rsearch.NextRectSearch()) != NULL) {
if (neighbour == part)
continue;
const TBOX& neighbour_box = neighbour->bounding_box();
if (neighbour->OKMergeOverlap(*part, *part, ok_overlap, false) &&
part->OKMergeOverlap(*neighbour, *neighbour, ok_overlap, false))
continue; // The overlap is OK both ways.
// If removal of the biggest box from either partition eliminates the
// overlap, and it is much bigger than the box left behind, then
// it is either a drop-cap, an inter-line join, or some junk that
// we don't want anyway, so put it in the big_parts list.
if (!part->IsSingleton()) {
BLOBNBOX* excluded = part->BiggestBox();
TBOX shrunken = part->BoundsWithoutBox(excluded);
if (!shrunken.overlap(neighbour_box) &&
excluded->bounding_box().height() >
kBigPartSizeRatio * shrunken.height()) {
// Removing the biggest box fixes the overlap, so do it!
gsearch.RemoveBBox();
RemoveBadBox(excluded, part, big_parts);
InsertBBox(true, true, part);
gsearch.RepositionIterator();
break;
}
} else if (box.contains(neighbour_box)) {
++unresolved_overlaps;
continue; // No amount of splitting will fix it.
}
if (!neighbour->IsSingleton()) {
BLOBNBOX* excluded = neighbour->BiggestBox();
TBOX shrunken = neighbour->BoundsWithoutBox(excluded);
if (!shrunken.overlap(box) &&
excluded->bounding_box().height() >
kBigPartSizeRatio * shrunken.height()) {
// Removing the biggest box fixes the overlap, so do it!
rsearch.RemoveBBox();
RemoveBadBox(excluded, neighbour, big_parts);
InsertBBox(true, true, neighbour);
gsearch.RepositionIterator();
break;
}
}
int part_overlap_count = part->CountOverlappingBoxes(neighbour_box);
int neighbour_overlap_count = neighbour->CountOverlappingBoxes(box);
ColPartition* right_part = NULL;
if (neighbour_overlap_count <= part_overlap_count ||
part->IsSingleton()) {
// Try to split the neighbour to reduce overlap.
BLOBNBOX* split_blob = neighbour->OverlapSplitBlob(box);
if (split_blob != NULL) {
rsearch.RemoveBBox();
right_part = neighbour->SplitAtBlob(split_blob);
InsertBBox(true, true, neighbour);
ASSERT_HOST(right_part != NULL);
}
} else {
// Try to split part to reduce overlap.
BLOBNBOX* split_blob = part->OverlapSplitBlob(neighbour_box);
if (split_blob != NULL) {
gsearch.RemoveBBox();
right_part = part->SplitAtBlob(split_blob);
InsertBBox(true, true, part);
ASSERT_HOST(right_part != NULL);
}
}
if (right_part != NULL) {
InsertBBox(true, true, right_part);
gsearch.RepositionIterator();
rsearch.RepositionIterator();
break;
}
}
if (unresolved_overlaps > 2 && part->IsSingleton()) {
// This part is no good so just add to big_parts.
RemoveBBox(part);
ColPartition_IT big_it(big_parts);
part->set_block_owned(true);
big_it.add_to_end(part);
gsearch.RepositionIterator();
}
}
}

The documentation for this class was generated from the following files:

- /mnt/data/src/tesseract-ocr/textord/colpartitiongrid.h
- /mnt/data/src/tesseract-ocr/textord/colpartitiongrid.cpp