tesseract/textord/strokewidth.h

305 lines
14 KiB
C++

///////////////////////////////////////////////////////////////////////
// File: strokewidth.h
// Description: Subclass of BBGrid to find uniformity of strokewidth.
// Author: Ray Smith
// Created: Mon Mar 31 16:17:01 PST 2008
//
// (C) Copyright 2008, Google Inc.
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
// http://www.apache.org/licenses/LICENSE-2.0
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
///////////////////////////////////////////////////////////////////////
#ifndef TESSERACT_TEXTORD_STROKEWIDTH_H__
#define TESSERACT_TEXTORD_STROKEWIDTH_H__
#include "blobbox.h" // BlobNeighourDir.
#include "blobgrid.h" // Base class.
#include "colpartitiongrid.h"
#include "textlineprojection.h"
class DENORM;
class ScrollView;
class TO_BLOCK;
namespace tesseract {
class ColPartition_LIST;
class TabFind;
class TextlineProjection;
// Misc enums to clarify bool arguments for direction-controlling args.
enum LeftOrRight {
LR_LEFT,
LR_RIGHT
};
/**
* The StrokeWidth class holds all the normal and large blobs.
* It is used to find good large blobs and move them to the normal blobs
* by virtue of having a reasonable strokewidth compatible neighbour.
*/
class StrokeWidth : public BlobGrid {
public:
StrokeWidth(int gridsize, const ICOORD& bleft, const ICOORD& tright);
virtual ~StrokeWidth();
// Sets the neighbours member of the medium-sized blobs in the block.
// Searches on 4 sides of each blob for similar-sized, similar-strokewidth
// blobs and sets pointers to the good neighbours.
void SetNeighboursOnMediumBlobs(TO_BLOCK* block);
// Sets the neighbour/textline writing direction members of the medium
// and large blobs with optional repair of broken CJK characters first.
// Repair of broken CJK is needed here because broken CJK characters
// can fool the textline direction detection algorithm.
void FindTextlineDirectionAndFixBrokenCJK(bool cjk_merge,
TO_BLOCK* input_block);
// To save computation, the process of generating partitions is broken
// into the following 4 steps:
// TestVerticalTextDirection
// CorrectForRotation (used only if a rotation is to be applied)
// FindLeaderPartitions
// GradeBlobsIntoPartitions.
// These functions are all required, in sequence, except for
// CorrectForRotation, which is not needed if no rotation is applied.
// Types all the blobs as vertical or horizontal text or unknown and
// returns true if the majority are vertical.
// If the blobs are rotated, it is necessary to call CorrectForRotation
// after rotating everything, otherwise the work done here will be enough.
// If osd_blobs is not null, a list of blobs from the dominant textline
// direction are returned for use in orientation and script detection.
bool TestVerticalTextDirection(TO_BLOCK* block,
BLOBNBOX_CLIST* osd_blobs);
// Corrects the data structures for the given rotation.
void CorrectForRotation(const FCOORD& rerotation,
ColPartitionGrid* part_grid);
// Finds leader partitions and inserts them into the give grid.
void FindLeaderPartitions(TO_BLOCK* block,
ColPartitionGrid* part_grid);
// Finds and marks noise those blobs that look like bits of vertical lines
// that would otherwise screw up layout analysis.
void RemoveLineResidue(ColPartition_LIST* big_part_list);
// Types all the blobs as vertical text or horizontal text or unknown and
// puts them into initial ColPartitions in the supplied part_grid.
// rerotation determines how to get back to the image coordinates from the
// blob coordinates (since they may have been rotated for vertical text).
// block is the single block for the whole page or rectangle to be OCRed.
// nontext_pix (full-size), is a binary mask used to prevent merges across
// photo/text boundaries. It is not kept beyond this function.
// denorm provides a mapping back to the image from the current blob
// coordinate space.
// projection provides a measure of textline density over the image and
// provides functions to assist with diacritic detection. It should be a
// pointer to a new TextlineProjection, and will be setup here.
// part_grid is the output grid of textline partitions.
// Large blobs that cause overlap are put in separate partitions and added
// to the big_parts list.
void GradeBlobsIntoPartitions(const FCOORD& rerotation,
TO_BLOCK* block,
Pix* nontext_pix,
const DENORM* denorm,
TextlineProjection* projection,
ColPartitionGrid* part_grid,
ColPartition_LIST* big_parts);
// Handles a click event in a display window.
virtual void HandleClick(int x, int y);
private:
// Computes the noise_density_ by summing the number of elements in a
// neighbourhood of each grid cell.
void ComputeNoiseDensity(TO_BLOCK* block, TabFind* line_grid);
// Detects and marks leader dots/dashes.
// Leaders are horizontal chains of small or noise blobs that look
// monospace according to ColPartition::MarkAsLeaderIfMonospaced().
// Detected leaders become the only occupants of the block->small_blobs list.
// Non-leader small blobs get moved to the blobs list.
// Non-leader noise blobs remain singletons in the noise list.
// All small and noise blobs in high density regions are marked BTFT_NONTEXT.
// block is the single block for the whole page or rectangle to be OCRed.
// leader_parts is the output.
void FindLeadersAndMarkNoise(TO_BLOCK* block,
ColPartition_LIST* leader_parts);
/** Inserts the block blobs (normal and large) into this grid.
* Blobs remain owned by the block. */
void InsertBlobs(TO_BLOCK* block);
// Fix broken CJK characters, using the fake joined blobs mechanism.
// Blobs are really merged, ie the master takes all the outlines and the
// others are deleted.
// Returns true if sufficient blobs are merged that it may be worth running
// again, due to a better estimate of character size.
bool FixBrokenCJK(TO_BLOCK* block);
// Collect blobs that overlap or are within max_dist of the input bbox.
// Return them in the list of blobs and expand the bbox to be the union
// of all the boxes. not_this is excluded from the search, as are blobs
// that cause the merged box to exceed max_size in either dimension.
void AccumulateOverlaps(const BLOBNBOX* not_this, bool debug,
int max_size, int max_dist,
TBOX* bbox, BLOBNBOX_CLIST* blobs);
// For each blob in this grid, Finds the textline direction to be horizontal
// or vertical according to distance to neighbours and 1st and 2nd order
// neighbours. Non-text tends to end up without a definite direction.
// Result is setting of the neighbours and vert_possible/horz_possible
// flags in the BLOBNBOXes currently in this grid.
// This function is called more than once if page orientation is uncertain,
// so display_if_debugging is true on the final call to display the results.
void FindTextlineFlowDirection(bool display_if_debugging);
// Sets the neighbours and good_stroke_neighbours members of the blob by
// searching close on all 4 sides.
// When finding leader dots/dashes, there is a slightly different rule for
// what makes a good neighbour.
// If activate_line_trap, then line-like objects are found and isolated.
void SetNeighbours(bool leaders, bool activate_line_trap, BLOBNBOX* blob);
// Sets the good_stroke_neighbours member of the blob if it has a
// GoodNeighbour on the given side.
// Also sets the neighbour in the blob, whether or not a good one is found.
// Return value is the number of neighbours in the line trap size range.
// Leaders get extra special lenient treatment.
int FindGoodNeighbour(BlobNeighbourDir dir, bool leaders, BLOBNBOX* blob);
// Makes the blob to be only horizontal or vertical where evidence
// is clear based on gaps of 2nd order neighbours.
void SetNeighbourFlows(BLOBNBOX* blob);
// Nullify the neighbours in the wrong directions where the direction
// is clear-cut based on a distance margin. Good for isolating vertical
// text from neighbouring horizontal text.
void SimplifyObviousNeighbours(BLOBNBOX* blob);
// Smoothes the vertical/horizontal type of the blob based on the
// 2nd-order neighbours. If reset_all is true, then all blobs are
// changed. Otherwise, only ambiguous blobs are processed.
void SmoothNeighbourTypes(BLOBNBOX* blob, bool desperate);
// Checks the left or right side of the given leader partition and sets the
// (opposite) leader_on_right or leader_on_left flags for blobs
// that are next to the given side of the given leader partition.
void MarkLeaderNeighbours(const ColPartition* part, LeftOrRight side);
// Partition creation. Accumulates vertical and horizontal text chains,
// puts the remaining blobs in as unknowns, and then merges/splits to
// minimize overlap and smoothes the types with neighbours and the color
// image if provided. rerotation is used to rotate the coordinate space
// back to the nontext_map_ image.
void FindInitialPartitions(const FCOORD& rerotation,
TO_BLOCK* block,
ColPartitionGrid* part_grid,
ColPartition_LIST* big_parts);
// Finds vertical chains of text-like blobs and puts them in ColPartitions.
void FindVerticalTextChains(ColPartitionGrid* part_grid);
// Finds horizontal chains of text-like blobs and puts them in ColPartitions.
void FindHorizontalTextChains(ColPartitionGrid* part_grid);
// Finds diacritics and saves their base character in the blob.
void TestDiacritics(ColPartitionGrid* part_grid, TO_BLOCK* block);
// Searches this grid for an appropriately close and sized neighbour of the
// given [small] blob. If such a blob is found, the diacritic base is saved
// in the blob and true is returned.
// The small_grid is a secondary grid that contains the small/noise objects
// that are not in this grid, but may be useful for determining a connection
// between blob and its potential base character. (See DiacriticXGapFilled.)
bool DiacriticBlob(BlobGrid* small_grid, BLOBNBOX* blob);
// Returns true if there is no gap between the base char and the diacritic
// bigger than a fraction of the height of the base char:
// Eg: line end.....'
// The quote is a long way from the end of the line, yet it needs to be a
// diacritic. To determine that the quote is not part of an image, or
// a different text block, we check for other marks in the gap between
// the base char and the diacritic.
// '<--Diacritic
// |---------|
// | |<-toobig-gap->
// | Base |<ok gap>
// |---------| x<-----Dot occupying gap
// The grid is const really.
bool DiacriticXGapFilled(BlobGrid* grid, const TBOX& diacritic_box,
const TBOX& base_box);
// Merges diacritics with the ColPartition of the base character blob.
void MergeDiacritics(TO_BLOCK* block, ColPartitionGrid* part_grid);
// Any blobs on the large_blobs list of block that are still unowned by a
// ColPartition, are probably drop-cap or vertically touching so the blobs
// are removed to the big_parts list and treated separately.
void RemoveLargeUnusedBlobs(TO_BLOCK* block,
ColPartitionGrid* part_grid,
ColPartition_LIST* big_parts);
// All remaining unused blobs are put in individual ColPartitions.
void PartitionRemainingBlobs(ColPartitionGrid* part_grid);
// If combine, put all blobs in the cell_list into a single partition,
// otherwise put each one into its own partition.
void MakePartitionsFromCellList(bool combine,
ColPartitionGrid* part_grid,
BLOBNBOX_CLIST* cell_list);
// Helper function to finish setting up a ColPartition and insert into
// part_grid.
void CompletePartition(ColPartition* part, ColPartitionGrid* part_grid);
// Merge partitions where the merge appears harmless.
void EasyMerges(ColPartitionGrid* part_grid);
// Compute a search box based on the orientation of the partition.
// Returns true if a suitable box can be calculated.
// Callback for EasyMerges.
bool OrientationSearchBox(ColPartition* part, TBOX* box);
// Merge confirmation callback for EasyMerges.
bool ConfirmEasyMerge(const ColPartition* p1, const ColPartition* p2);
// Returns true if there is no significant noise in between the boxes.
bool NoNoiseInBetween(const TBOX& box1, const TBOX& box2) const;
// Displays the blobs colored according to the number of good neighbours
// and the vertical/horizontal flow.
ScrollView* DisplayGoodBlobs(const char* window_name, int x, int y);
// Displays blobs colored according to whether or not they are diacritics.
ScrollView* DisplayDiacritics(const char* window_name,
int x, int y, TO_BLOCK* block);
private:
// Image map of photo/noise areas on the page. Borrowed pointer (not owned.)
Pix* nontext_map_;
// Textline projection map. Borrowed pointer.
TextlineProjection* projection_;
// DENORM used by projection_ to get back to image coords. Borrowed pointer.
const DENORM* denorm_;
// Bounding box of the grid.
TBOX grid_box_;
// Rerotation to get back to the original image.
FCOORD rerotation_;
// Windows for debug display.
ScrollView* leaders_win_;
ScrollView* initial_widths_win_;
ScrollView* widths_win_;
ScrollView* chains_win_;
ScrollView* diacritics_win_;
ScrollView* textlines_win_;
ScrollView* smoothed_win_;
};
} // namespace tesseract.
#endif // TESSERACT_TEXTORD_STROKEWIDTH_H__