Mercurial > hgrepos > Python2 > PyMuPDF
annotate mupdf-source/thirdparty/tesseract/src/textord/tablefind.h @ 21:2f43e400f144
Provide an "all" target to build both the sdist and the wheel
| author | Franz Glasner <fzglas.hg@dom66.de> |
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| date | Fri, 19 Sep 2025 10:28:53 +0200 |
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1 /////////////////////////////////////////////////////////////////////// |
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2 // File: tablefind.h |
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3 // Description: Helper classes to find tables from ColPartitions. |
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4 // Author: Faisal Shafait (faisal.shafait@dfki.de) |
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5 // |
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6 // (C) Copyright 2009, Google Inc. |
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7 // Licensed under the Apache License, Version 2.0 (the "License"); |
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8 // you may not use this file except in compliance with the License. |
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9 // You may obtain a copy of the License at |
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10 // http://www.apache.org/licenses/LICENSE-2.0 |
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11 // Unless required by applicable law or agreed to in writing, software |
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12 // distributed under the License is distributed on an "AS IS" BASIS, |
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13 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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14 // See the License for the specific language governing permissions and |
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15 // limitations under the License. |
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16 // |
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17 /////////////////////////////////////////////////////////////////////// |
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18 |
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19 #ifndef TESSERACT_TEXTORD_TABLEFIND_H_ |
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20 #define TESSERACT_TEXTORD_TABLEFIND_H_ |
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21 |
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22 #include "colpartitiongrid.h" |
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23 #include "elst.h" |
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24 #include "rect.h" |
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25 |
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26 namespace tesseract { |
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27 |
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28 // Possible types for a column segment. |
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29 enum ColSegType { COL_UNKNOWN, COL_TEXT, COL_TABLE, COL_MIXED, COL_COUNT }; |
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30 |
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31 class ColPartitionSet; |
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32 |
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33 // ColSegment holds rectangular blocks that represent segmentation of a page |
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34 // into regions containing single column text/table. |
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35 class ColSegment; |
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36 ELISTIZEH(ColSegment) |
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37 CLISTIZEH(ColSegment) |
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38 |
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39 class ColSegment : public ELIST_LINK { |
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40 public: |
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41 ColSegment(); |
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42 ~ColSegment() = default; |
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43 |
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44 // Simple accessors and mutators |
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45 const TBOX &bounding_box() const { |
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46 return bounding_box_; |
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47 } |
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48 |
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49 void set_top(int y) { |
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50 bounding_box_.set_top(y); |
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51 } |
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52 |
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53 void set_bottom(int y) { |
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54 bounding_box_.set_bottom(y); |
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55 } |
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56 |
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57 void set_left(int x) { |
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58 bounding_box_.set_left(x); |
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59 } |
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60 |
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61 void set_right(int x) { |
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62 bounding_box_.set_right(x); |
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63 } |
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64 |
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65 void set_bounding_box(const TBOX &other) { |
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66 bounding_box_ = other; |
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67 } |
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68 |
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69 int get_num_table_cells() const { |
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70 return num_table_cells_; |
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71 } |
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72 |
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73 // set the number of table colpartitions covered by the bounding_box_ |
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74 void set_num_table_cells(int n) { |
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75 num_table_cells_ = n; |
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76 } |
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77 |
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78 int get_num_text_cells() const { |
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79 return num_text_cells_; |
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80 } |
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81 |
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82 // set the number of text colpartitions covered by the bounding_box_ |
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83 void set_num_text_cells(int n) { |
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84 num_text_cells_ = n; |
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85 } |
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86 |
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87 ColSegType type() const { |
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88 return type_; |
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89 } |
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90 |
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91 // set the type of the block based on the ratio of table to text |
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92 // colpartitions covered by it. |
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93 void set_type(); |
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94 |
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95 // Provides a color for BBGrid to draw the rectangle. |
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96 ScrollView::Color BoxColor() const; |
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97 |
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98 // Insert a rectangle into bounding_box_ |
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99 void InsertBox(const TBOX &other); |
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100 |
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101 private: |
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102 TBOX bounding_box_; // bounding box |
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103 int num_table_cells_; |
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104 int num_text_cells_; |
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105 ColSegType type_; |
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106 }; |
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107 |
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108 // Typedef BBGrid of ColSegments |
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109 using ColSegmentGrid = BBGrid<ColSegment, ColSegment_CLIST, ColSegment_C_IT>; |
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110 using ColSegmentGridSearch = |
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111 GridSearch<ColSegment, ColSegment_CLIST, ColSegment_C_IT>; |
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112 |
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113 // TableFinder is a utility class to find a set of tables given a set of |
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114 // ColPartitions and Columns. The TableFinder will mark candidate ColPartitions |
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115 // based on research in "Table Detection in Heterogeneous Documents". |
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116 // Usage flow is as follows: |
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117 // TableFinder finder; |
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118 // finder.InsertCleanPartitions(/* grid info */) |
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119 // finder.LocateTables(/* ColPartitions and Columns */); |
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120 // finder.Update TODO(nbeato) |
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121 class TESS_API TableFinder { |
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122 public: |
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123 // Constructor is simple initializations |
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124 TableFinder(); |
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125 ~TableFinder(); |
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126 |
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127 // Set the resolution of the connected components in ppi. |
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128 void set_resolution(int resolution) { |
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129 resolution_ = resolution; |
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130 } |
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131 // Change the reading order. Initially it is left to right. |
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132 void set_left_to_right_language(bool order); |
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133 |
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134 // Initialize |
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135 void Init(int grid_size, const ICOORD &bottom_left, const ICOORD &top_right); |
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136 |
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137 // Copy cleaned partitions from ColumnFinder's part_grid_ to this |
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138 // clean_part_grid_ and insert dot-like noise into period_grid_. |
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139 // It resizes the grids in this object to the dimensions of grid. |
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140 void InsertCleanPartitions(ColPartitionGrid *grid, TO_BLOCK *block); |
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141 |
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142 // High level function to perform table detection |
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143 // Finds tables and updates the grid object with new partitions for the |
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144 // tables. The columns and width callbacks are used to merge tables. |
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145 // The reskew argument is only used to write the tables to the out.png |
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146 // if that feature is enabled. |
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147 void LocateTables(ColPartitionGrid *grid, ColPartitionSet **columns, |
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148 WidthCallback width_cb, const FCOORD &reskew); |
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149 |
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150 protected: |
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151 // Access for the grid dimensions. |
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152 // The results will not be correct until InsertCleanPartitions |
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153 // has been called. The values are taken from the grid passed as an argument |
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154 // to that function. |
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155 int gridsize() const; |
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156 int gridwidth() const; |
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157 int gridheight() const; |
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158 const ICOORD &bleft() const; |
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159 const ICOORD &tright() const; |
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160 |
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161 // Makes a window for debugging, see BBGrid |
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162 ScrollView *MakeWindow(int x, int y, const char *window_name); |
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163 |
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164 //////// Functions to insert objects from the grid into the table finder. |
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165 //////// In all cases, ownership is transferred to the table finder. |
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166 // Inserts text into the table finder. |
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167 void InsertTextPartition(ColPartition *part); |
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168 void InsertFragmentedTextPartition(ColPartition *part); |
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169 void InsertLeaderPartition(ColPartition *part); |
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170 void InsertRulingPartition(ColPartition *part); |
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171 void InsertImagePartition(ColPartition *part); |
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172 void SplitAndInsertFragmentedTextPartition(ColPartition *part); |
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173 bool AllowTextPartition(const ColPartition &part) const; |
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174 bool AllowBlob(const BLOBNBOX &blob) const; |
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175 |
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176 //////// Functions that manipulate ColPartitions in the part_grid_ ///// |
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177 //////// to find tables. |
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178 //////// |
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179 |
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180 // Utility function to move segments to col_seg_grid |
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181 // Note: Move includes ownership, |
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182 // so segments will be be owned by col_seg_grid |
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183 void MoveColSegmentsToGrid(ColSegment_LIST *segments, |
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184 ColSegmentGrid *col_seg_grid); |
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185 |
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186 //////// Set up code to run during table detection to correctly |
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187 //////// initialize variables on column partitions that are used later. |
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188 //////// |
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189 |
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190 // Initialize the grid and partitions |
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191 void InitializePartitions(ColPartitionSet **all_columns); |
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192 |
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193 // Set left, right and top, bottom spacings of each colpartition. |
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194 // Left/right spacings are w.r.t the column boundaries |
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195 // Top/bottom spacings are w.r.t. previous and next colpartitions |
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196 static void SetPartitionSpacings(ColPartitionGrid *grid, |
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197 ColPartitionSet **all_columns); |
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198 |
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199 // Set spacing and closest neighbors above and below a given colpartition. |
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200 void SetVerticalSpacing(ColPartition *part); |
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201 |
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202 // Set global spacing estimates. This function is dependent on the |
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203 // partition spacings. So make sure SetPartitionSpacings is called |
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204 // on the same grid before this. |
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205 void SetGlobalSpacings(ColPartitionGrid *grid); |
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206 // Access to the global median xheight. The xheight is the height |
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207 // of a lowercase 'x' character on the page. This can be viewed as the |
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208 // average height of a lowercase letter in a textline. As a result |
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209 // it is used to make assumptions about spacing between words and |
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210 // table cells. |
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211 void set_global_median_xheight(int xheight); |
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212 // Access to the global median blob width. The width is useful |
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213 // when deciding if a partition is noise. |
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214 void set_global_median_blob_width(int width); |
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215 // Access to the global median ledding. The ledding is the distance between |
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216 // two adjacent text lines. This value can be used to get a rough estimate |
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217 // for the amount of space between two lines of text. As a result, it |
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218 // is used to calculate appropriate spacing between adjacent rows of text. |
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219 void set_global_median_ledding(int ledding); |
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220 |
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221 // Updates the nearest neighbors for each ColPartition in clean_part_grid_. |
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222 // The neighbors are most likely SingletonPartner calls after the neighbors |
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223 // are assigned. This is hear until it is decided to remove the |
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224 // nearest_neighbor code in ColPartition |
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225 void FindNeighbors(); |
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226 |
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227 //////// Functions to mark candidate column partitions as tables. |
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228 //////// Tables are marked as described in |
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229 //////// Table Detection in Heterogeneous Documents (2010, Shafait & Smith) |
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230 //////// |
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231 |
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232 // High level function to mark partitions as table rows/cells. |
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233 // When this function is done, the column partitions in clean_part_grid_ |
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234 // should mostly be marked as tables. |
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235 void MarkTablePartitions(); |
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236 // Marks partitions given a local view of a single partition |
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237 void MarkPartitionsUsingLocalInformation(); |
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238 /////// Heuristics for local marking |
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239 // Check if the partition has at least one large gap between words or no |
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240 // significant gap at all |
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241 // TODO(nbeato): Make const, prevented because blobnbox array access |
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242 bool HasWideOrNoInterWordGap(ColPartition *part) const; |
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243 // Checks if a partition is adjacent to leaders on the page |
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244 bool HasLeaderAdjacent(const ColPartition &part); |
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245 // Filter individual text partitions marked as table partitions |
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246 // consisting of paragraph endings, small section headings, and |
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247 // headers and footers. |
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248 void FilterFalseAlarms(); |
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249 void FilterParagraphEndings(); |
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250 void FilterHeaderAndFooter(); |
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251 // Mark all ColPartitions as table cells that have a table cell above |
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252 // and below them |
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253 void SmoothTablePartitionRuns(); |
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254 |
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255 //////// Functions to create bounding boxes (ColSegment) objects for |
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256 //////// the columns on the page. The columns are not necessarily |
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257 //////// vertical lines, meaning if tab stops strongly suggests that |
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258 //////// a column changes horizontal position, as in the case below, |
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259 //////// The ColSegment objects will respect that after processing. |
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260 //////// |
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261 //////// _____________ |
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262 //////// Ex. | | | |
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263 //////// |_____|______| 5 boxes: 2 on this line |
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264 //////// | | | | 3 on this line |
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265 //////// |___|____|___| |
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266 //////// |
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267 |
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268 // Get Column segments from best_columns_ |
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269 void GetColumnBlocks(ColPartitionSet **columns, |
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270 ColSegment_LIST *col_segments); |
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271 |
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272 // Group Column segments into consecutive single column regions. |
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273 void GroupColumnBlocks(ColSegment_LIST *current_segments, |
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274 ColSegment_LIST *col_segments); |
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275 |
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276 // Check if two boxes are consecutive within the same column |
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277 bool ConsecutiveBoxes(const TBOX &b1, const TBOX &b2); |
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278 |
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279 // Set the ratio of candidate table partitions in each column |
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280 void SetColumnsType(ColSegment_LIST *col_segments); |
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281 |
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282 // Merge Column Blocks that were split due to the presence of a table |
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283 void GridMergeColumnBlocks(); |
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284 |
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285 //////// Functions to turn marked ColPartitions into candidate tables |
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286 //////// using a modified T-Recs++ algorithm described in |
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287 //////// Applying The T-Recs Table Recognition System |
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288 //////// To The Business Letter Domain (2001, Kieninger & Dengel) |
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289 //////// |
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290 |
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291 // Merge partititons cells into table columns |
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292 // Differs from paper by just looking at marked table partitions |
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293 // instead of similarity metric. |
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294 // Modified section 4.1 of paper. |
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295 void GetTableColumns(ColSegment_LIST *table_columns); |
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296 |
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297 // Finds regions within a column that potentially contain a table. |
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298 // Ie, the table columns from GetTableColumns are turned into boxes |
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299 // that span the entire page column (using ColumnBlocks found in |
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300 // earlier functions) in the x direction and the min/max extent of |
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301 // overlapping table columns in the y direction. |
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302 // Section 4.2 of paper. |
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303 void GetTableRegions(ColSegment_LIST *table_columns, |
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304 ColSegment_LIST *table_regions); |
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305 |
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306 //////// Functions to "patch up" found tables |
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307 //////// |
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308 |
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309 // Merge table regions corresponding to tables spanning multiple columns |
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310 void GridMergeTableRegions(); |
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311 bool BelongToOneTable(const TBOX &box1, const TBOX &box2); |
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312 |
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313 // Adjust table boundaries by building a tight bounding box around all |
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314 // ColPartitions contained in it. |
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315 void AdjustTableBoundaries(); |
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316 |
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317 // Grows a table to include partitions that are partially covered |
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318 // by the table. This includes lines and text. It does not include |
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319 // noise or images. |
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320 // On entry, result_box is the minimum size of the result. The results of the |
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321 // function will union the actual result with result_box. |
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322 void GrowTableBox(const TBOX &table_box, TBOX *result_box); |
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323 // Grow a table by increasing the size of the box to include |
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324 // partitions with significant overlap with the table. |
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325 void GrowTableToIncludePartials(const TBOX &table_box, |
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326 const TBOX &search_range, TBOX *result_box); |
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327 // Grow a table by expanding to the extents of significantly |
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328 // overlapping lines. |
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329 void GrowTableToIncludeLines(const TBOX &table_box, const TBOX &search_range, |
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330 TBOX *result_box); |
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331 // Checks whether the horizontal line belong to the table by looking at the |
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332 // side spacing of extra ColPartitions that will be included in the table |
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333 // due to expansion |
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334 bool HLineBelongsToTable(const ColPartition &part, const TBOX &table_box); |
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335 |
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336 // Look for isolated column headers above the given table box and |
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337 // include them in the table |
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338 void IncludeLeftOutColumnHeaders(TBOX *table_box); |
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339 |
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340 // Remove false alarms consisting of a single column |
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341 void DeleteSingleColumnTables(); |
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342 |
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343 // Return true if at least one gap larger than the global x-height |
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344 // exists in the horizontal projection |
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345 bool GapInXProjection(int *xprojection, int length); |
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346 |
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347 //////// Recognize the tables. |
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348 //////// |
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349 // This function will run the table recognizer and try to find better |
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350 // bounding boxes. The structures of the tables never leave this function |
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351 // right now. It just tries to prune and merge tables based on info it |
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352 // has available. |
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353 void RecognizeTables(); |
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354 |
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355 //////// Debugging functions. Render different structures to GUI |
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356 //////// for visual debugging / intuition. |
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357 //////// |
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358 |
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359 // Displays Colpartitions marked as table row. Overlays them on top of |
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360 // part_grid_. |
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361 void DisplayColSegments(ScrollView *win, ColSegment_LIST *cols, |
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362 ScrollView::Color color); |
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363 |
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364 // Displays the colpartitions using a new coloring on an existing window. |
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365 // Note: This method is only for debug purpose during development and |
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366 // would not be part of checked in code |
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367 void DisplayColPartitions(ScrollView *win, ColPartitionGrid *grid, |
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368 ScrollView::Color text_color, |
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369 ScrollView::Color table_color); |
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370 void DisplayColPartitions(ScrollView *win, ColPartitionGrid *grid, |
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371 ScrollView::Color default_color); |
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372 void DisplayColPartitionConnections(ScrollView *win, ColPartitionGrid *grid, |
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373 ScrollView::Color default_color); |
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374 |
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375 // Merge all colpartitions in table regions to make them a single |
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376 // colpartition and revert types of isolated table cells not |
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377 // assigned to any table to their original types. |
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378 void MakeTableBlocks(ColPartitionGrid *grid, ColPartitionSet **columns, |
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379 const WidthCallback &width_cb); |
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380 |
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381 ///////////////////////////////////////////////// |
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382 // Useful objects used during table find process. |
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383 ///////////////////////////////////////////////// |
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384 // Resolution of the connected components in ppi. |
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385 int resolution_; |
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386 // Estimate of median x-height over the page |
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387 int global_median_xheight_; |
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388 // Estimate of the median blob width on the page |
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389 int global_median_blob_width_; |
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390 // Estimate of median leading on the page |
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391 int global_median_ledding_; |
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392 // Grid to hold cleaned colpartitions after removing all |
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393 // colpartitions that consist of only noise blobs, and removing |
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394 // noise blobs from remaining colpartitions. |
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395 ColPartitionGrid clean_part_grid_; |
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396 // Grid contains the leaders and ruling lines. |
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397 ColPartitionGrid leader_and_ruling_grid_; |
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398 // Grid contains the broken down column partitions. It can be thought |
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399 // of as a "word" grid. However, it usually doesn't break apart text lines. |
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400 // It does break apart table data (most of the time). |
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401 ColPartitionGrid fragmented_text_grid_; |
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402 // Grid of page column blocks |
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403 ColSegmentGrid col_seg_grid_; |
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404 // Grid of detected tables |
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405 ColSegmentGrid table_grid_; |
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406 // The reading order of text. Defaults to true, for languages such as English. |
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407 bool left_to_right_language_; |
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408 }; |
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409 |
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410 } // namespace tesseract. |
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411 |
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412 #endif // TESSERACT_TEXTORD_TABLEFIND_H_ |
