equationdetect.h

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// File:        equationdetect.h
// Description: The equation detection class that inherits equationdetectbase.
// Author:      Zongyi (Joe) Liu (joeliu@google.com)
//
// (C) Copyright 2011, 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_CCMAIN_EQUATIONDETECT_H_
#define TESSERACT_CCMAIN_EQUATIONDETECT_H_
 
#include <tesseract/unichar.h>  // for UNICHAR_ID
#include "blobbox.h"            // for BLOBNBOX (ptr only), BlobSpecialText...
#include "equationdetectbase.h" // for EquationDetectBase
#include "tesseractclass.h"     // for Tesseract
 
class TBOX;
class UNICHARSET;
 
namespace tesseract {
 
class Tesseract;
class ColPartition;
class ColPartitionGrid;
class ColPartitionSet;
 
class TESS_API EquationDetect : public EquationDetectBase {
public:
  EquationDetect(const char *equ_datapath, const char *equ_language);
  ~EquationDetect() override;
 
  enum IndentType { NO_INDENT, LEFT_INDENT, RIGHT_INDENT, BOTH_INDENT, INDENT_TYPE_COUNT };
 
  // Reset the lang_tesseract_ pointer. This function should be called before we
  // do any detector work.
  void SetLangTesseract(Tesseract *lang_tesseract);
 
  // Iterate over the blobs inside to_block, and set the blobs that we want to
  // process to BSTT_NONE. (By default, they should be BSTT_SKIP). The function
  // returns 0 upon success.
  int LabelSpecialText(TO_BLOCK *to_block) override;
 
  // Find possible equation partitions from part_grid. Should be called
  // after the special_text_type of blobs are set.
  // It returns 0 upon success.
  int FindEquationParts(ColPartitionGrid *part_grid, ColPartitionSet **best_columns) override;
 
  // Reset the resolution of the processing image. TEST only function.
  void SetResolution(const int resolution);
 
protected:
  // Identify the special text type for one blob, and update its field. When
  // height_th is set (> 0), we will label the blob as BSTT_NONE if its height
  // is less than height_th.
  void IdentifySpecialText(BLOBNBOX *blob, const int height_th);
 
  // Estimate the type for one unichar.
  BlobSpecialTextType EstimateTypeForUnichar(const UNICHARSET &unicharset,
                                             const UNICHAR_ID id) const;
 
  // Compute special text type for each blobs in part_grid_.
  void IdentifySpecialText();
 
  // Identify blobs that we want to skip during special blob type
  // classification.
  void IdentifyBlobsToSkip(ColPartition *part);
 
  // The ColPartitions in part_grid_ maybe over-segmented, particularly in the
  // block equation regions. So we like to identify these partitions and merge
  // them before we do the searching.
  void MergePartsByLocation();
 
  // Staring from the seed center, we do radius search. And for partitions that
  // have large overlaps with seed, we remove them from part_grid_ and add into
  // parts_overlap. Note: this function may update the part_grid_, so if the
  // caller is also running ColPartitionGridSearch, use the RepositionIterator
  // to continue.
  void SearchByOverlap(ColPartition *seed, std::vector<ColPartition *> *parts_overlap);
 
  // Insert part back into part_grid_, after it absorbs some other parts.
  void InsertPartAfterAbsorb(ColPartition *part);
 
  // Identify the colparitions in part_grid_, label them as PT_EQUATION, and
  // save them into cp_seeds_.
  void IdentifySeedParts();
 
  // Check the blobs count for a seed region candidate.
  bool CheckSeedBlobsCount(ColPartition *part);
 
  // Compute the foreground pixel density for a tbox area.
  float ComputeForegroundDensity(const TBOX &tbox);
 
  // Check if part from seed2 label: with low math density and left indented. We
  // are using two checks:
  // 1. If its left is aligned with any coordinates in indented_texts_left,
  // which we assume have been sorted.
  // 2. If its foreground density is over foreground_density_th.
  bool CheckForSeed2(const std::vector<int> &indented_texts_left,
                     const float foreground_density_th, ColPartition *part);
 
  // Count the number of values in sorted_vec that is close to val, used to
  // check if a partition is aligned with text partitions.
  int CountAlignment(const std::vector<int> &sorted_vec, const int val) const;
 
  // Check for a seed candidate using the foreground pixel density. And we
  // return true if the density is below a certain threshold, because characters
  // in equation regions usually are apart with more white spaces.
  bool CheckSeedFgDensity(const float density_th, ColPartition *part);
 
  // A light version of SplitCPHor: instead of really doing the part split, we
  // simply compute the union bounding box of each split part.
  void SplitCPHorLite(ColPartition *part, std::vector<TBOX> *splitted_boxes);
 
  // Split the part (horizontally), and save the split result into
  // parts_splitted. Note that it is caller's responsibility to release the
  // memory owns by parts_splitted. On the other hand, the part is unchanged
  // during this process and still owns the blobs, so do NOT call DeleteBoxes
  // when freeing the colpartitions in parts_splitted.
  void SplitCPHor(ColPartition *part, std::vector<ColPartition *> *parts_splitted);
 
  // Check the density for a seed candidate (part) using its math density and
  // italic density, returns true if the check passed.
  bool CheckSeedDensity(const float math_density_high, const float math_density_low,
                        const ColPartition *part) const;
 
  // Check if part is indented.
  IndentType IsIndented(ColPartition *part);
 
  // Identify inline partitions from cp_seeds_, and re-label them.
  void IdentifyInlineParts();
 
  // Compute the super bounding box for all colpartitions inside part_grid_.
  void ComputeCPsSuperBBox();
 
  // Identify inline partitions from cp_seeds_ using the horizontal search.
  void IdentifyInlinePartsHorizontal();
 
  // Estimate the line spacing between two text partitions. Returns -1 if not
  // enough data.
  int EstimateTextPartLineSpacing();
 
  // Identify inline partitions from cp_seeds_ using vertical search.
  void IdentifyInlinePartsVertical(const bool top_to_bottom, const int textPartsLineSpacing);
 
  // Check if part is an inline equation zone. This should be called after we
  // identified the seed regions.
  bool IsInline(const bool search_bottom, const int textPartsLineSpacing, ColPartition *part);
 
  // For a given seed partition, we search the part_grid_ and see if there is
  // any partition can be merged with it. It returns true if the seed has been
  // expanded.
  bool ExpandSeed(ColPartition *seed);
 
  // Starting from the seed position, we search the part_grid_
  // horizontally/vertically, find all partitions that can be
  // merged with seed, remove them from part_grid_, and put them  into
  // parts_to_merge.
  void ExpandSeedHorizontal(const bool search_left, ColPartition *seed,
                            std::vector<ColPartition *> *parts_to_merge);
  void ExpandSeedVertical(const bool search_bottom, ColPartition *seed,
                          std::vector<ColPartition *> *parts_to_merge);
 
  // Check if a part_box is the small neighbor of seed_box.
  bool IsNearSmallNeighbor(const TBOX &seed_box, const TBOX &part_box) const;
 
  // Perform the density check for part, which we assume is nearing a seed
  // partition. It returns true if the check passed.
  bool CheckSeedNeighborDensity(const ColPartition *part) const;
 
  // After identify the math blocks, we do one more scanning on all text
  // partitions, and check if any of them is the satellite of:
  // math blocks: here a p is the satellite of q if:
  // 1. q is the nearest vertical neighbor of p, and
  // 2. y_gap(p, q) is less than a threshold, and
  // 3. x_overlap(p, q) is over a threshold.
  // Note that p can be the satellites of two blocks: its top neighbor and
  // bottom neighbor.
  void ProcessMathBlockSatelliteParts();
 
  // Check if part is the satellite of one/two math blocks. If it is, we return
  // true, and save the blocks into math_blocks.
  bool IsMathBlockSatellite(ColPartition *part, std::vector<ColPartition *> *math_blocks);
 
  // Search the nearest neighbor of part in one vertical direction as defined in
  // search_bottom. It returns the neighbor found that major x overlap with it,
  // or nullptr when not found.
  ColPartition *SearchNNVertical(const bool search_bottom, const ColPartition *part);
 
  // Check if the neighbor with vertical distance of y_gap is a near and math
  // block partition.
  bool IsNearMathNeighbor(const int y_gap, const ColPartition *neighbor) const;
 
  // Generate the tiff file name for output/debug file.
  void GetOutputTiffName(const char *name, std::string &image_name) const;
 
  // Debugger function that renders ColPartitions on the input image, where:
  // parts labeled as PT_EQUATION will be painted in red, PT_INLINE_EQUATION
  // will be painted in green, and other parts will be painted in blue.
  void PaintColParts(const std::string &outfile) const;
 
  // Debugger function that renders the blobs in part_grid_ over the input
  // image.
  void PaintSpecialTexts(const std::string &outfile) const;
 
  // Debugger function that print the math blobs density values for a
  // ColPartition object.
  void PrintSpecialBlobsDensity(const ColPartition *part) const;
 
  // The tesseract engine initialized from equation training data.
  Tesseract equ_tesseract_;
 
  // The tesseract engine used for OCR. This pointer is passed in by the caller,
  // so do NOT destroy it in this class.
  Tesseract *lang_tesseract_;
 
  // The ColPartitionGrid that we are processing. This pointer is passed in from
  // the caller, so do NOT destroy it in the class.
  ColPartitionGrid *part_grid_ = nullptr;
 
  // A simple array of pointers to the best assigned column division at
  // each grid y coordinate. This pointer is passed in from the caller, so do
  // NOT destroy it in the class.
  ColPartitionSet **best_columns_ = nullptr;
 
  // The super bounding box of all cps in the part_grid_.
  TBOX *cps_super_bbox_;
 
  // The seed ColPartition for equation region.
  std::vector<ColPartition *> cp_seeds_;
 
  // The resolution (dpi) of the processing image.
  int resolution_;
 
  // The number of pages we have processed.
  int page_count_;
};
 
} // namespace tesseract
 
#endif // TESSERACT_CCMAIN_EQUATIONDETECT_H_