Mercurial > hgrepos > Python2 > PyMuPDF
annotate mupdf-source/thirdparty/tesseract/src/textord/colfind.h @ 17:dd9cdb856310
Remove PKG-INFO from the because it is regenerated automatically for the sdist
| author | Franz Glasner <fzglas.hg@dom66.de> |
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| date | Thu, 18 Sep 2025 17:40:40 +0200 |
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| rev | line source |
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1 /////////////////////////////////////////////////////////////////////// |
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2 // File: colfind.h |
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3 // Description: Class to find columns in the grid of BLOBNBOXes. |
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4 // Author: Ray Smith |
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5 // |
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6 // (C) Copyright 2008, 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_COLFIND_H_ |
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20 #define TESSERACT_TEXTORD_COLFIND_H_ |
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21 |
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22 #include "colpartitiongrid.h" |
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23 #include "colpartitionset.h" |
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24 #include "debugpixa.h" |
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25 #include "imagefind.h" |
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26 #include "ocrblock.h" |
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27 #include "tabfind.h" |
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28 #include "textlineprojection.h" |
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29 |
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30 class BLOCK_LIST; |
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31 struct Boxa; |
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32 struct Pixa; |
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33 class DENORM; |
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34 class ScrollView; |
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35 class STATS; |
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36 class TO_BLOCK; |
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37 |
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38 namespace tesseract { |
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39 |
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40 class ColPartitionSet; |
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41 class ColPartitionSet_LIST; |
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42 class ColSegment_LIST; |
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43 class ColumnGroup_LIST; |
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44 class LineSpacing; |
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45 class StrokeWidth; |
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46 class TempColumn_LIST; |
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47 class EquationDetectBase; |
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48 |
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49 // The ColumnFinder class finds columns in the grid. |
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50 class TESS_API ColumnFinder : public TabFind { |
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51 public: |
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52 // Gridsize is an estimate of the text size in the image. A suitable value |
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53 // is in TO_BLOCK::line_size after find_components has been used to make |
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54 // the blobs. |
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55 // bleft and tright are the bounds of the image (rectangle) being processed. |
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56 // vlines is a (possibly empty) list of TabVector and vertical_x and y are |
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57 // the sum logical vertical vector produced by LineFinder::FindVerticalLines. |
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58 // If cjk_script is true, then broken CJK characters are fixed during |
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59 // layout analysis to assist in detecting horizontal vs vertically written |
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60 // textlines. |
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61 ColumnFinder(int gridsize, const ICOORD &bleft, const ICOORD &tright, int resolution, |
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62 bool cjk_script, double aligned_gap_fraction, TabVector_LIST *vlines, |
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63 TabVector_LIST *hlines, int vertical_x, int vertical_y); |
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64 ~ColumnFinder() override; |
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65 |
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66 // Accessors for testing |
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67 const DENORM *denorm() const { |
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68 return denorm_; |
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69 } |
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70 const TextlineProjection *projection() const { |
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71 return &projection_; |
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72 } |
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73 void set_cjk_script(bool is_cjk) { |
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74 cjk_script_ = is_cjk; |
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75 } |
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76 |
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77 // ====================================================================== |
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78 // The main function of ColumnFinder is broken into pieces to facilitate |
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79 // optional insertion of orientation and script detection in an efficient |
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80 // way. The calling sequence IS MANDATORY however, whether or not |
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81 // OSD is being used: |
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82 // 1. Construction. |
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83 // 2. SetupAndFilterNoise. |
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84 // 3. IsVerticallyAlignedText. |
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85 // 4. CorrectOrientation. |
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86 // 5. FindBlocks. |
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87 // 6. Destruction. Use of a single column finder for multiple images does not |
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88 // make sense. |
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89 // Throughout these steps, the ColPartitions are owned by part_grid_, which |
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90 // means that it must be kept correct. Exception: big_parts_ owns its |
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91 // own ColPartitions. |
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92 // The BLOBNBOXes are owned by the input TO_BLOCK for the whole time, except |
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93 // for a phase in FindBlocks before TransformToBlocks, when they become |
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94 // owned by the ColPartitions. The owner() ColPartition of a BLOBNBOX |
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95 // indicates more of a betrothal for the majority of layout analysis, ie |
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96 // which ColPartition will take ownership when the blobs are release from |
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97 // the input TO_BLOCK. Exception: image_bblobs_ owns the fake blobs that |
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98 // are part of the image regions, as they are not on any TO_BLOCK list. |
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99 // TODO(rays) break up column finder further into smaller classes, as |
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100 // there is a lot more to it than column finding now. |
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101 // ====================================================================== |
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102 |
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103 // Performs initial processing on the blobs in the input_block: |
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104 // Setup the part_grid, stroke_width_, nontext_map_. |
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105 // Obvious noise blobs are filtered out and used to mark the nontext_map_. |
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106 // Initial stroke-width analysis is used to get local text alignment |
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107 // direction, so the textline projection_ map can be setup. |
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108 // On return, IsVerticallyAlignedText may be called (now optionally) to |
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109 // determine the gross textline alignment of the page. |
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110 void SetupAndFilterNoise(PageSegMode pageseg_mode, Image photo_mask_pix, TO_BLOCK *input_block); |
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111 |
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112 // Tests for vertical alignment of text (returning true if so), and generates |
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113 // a list of blobs (in osd_blobs) for orientation and script detection. |
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114 // block is the single block for the whole page or rectangle to be OCRed. |
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115 // Note that the vertical alignment may be due to text whose writing direction |
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116 // is vertical, like say Japanese, or due to text whose writing direction is |
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117 // horizontal but whose text appears vertically aligned because the image is |
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118 // not the right way up. |
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119 // find_vertical_text_ratio should be textord_tabfind_vertical_text_ratio. |
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120 bool IsVerticallyAlignedText(double find_vertical_text_ratio, TO_BLOCK *block, |
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121 BLOBNBOX_CLIST *osd_blobs); |
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122 |
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123 // Rotates the blobs and the TabVectors so that the gross writing direction |
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124 // (text lines) are horizontal and lines are read down the page. |
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125 // Applied rotation stored in rotation_. |
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126 // A second rotation is calculated for application during recognition to |
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127 // make the rotated blobs upright for recognition. |
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128 // Subsequent rotation stored in text_rotation_. |
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129 // |
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130 // Arguments: |
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131 // vertical_text_lines is true if the text lines are vertical. |
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132 // recognition_rotation [0..3] is the number of anti-clockwise 90 degree |
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133 // rotations from osd required for the text to be upright and readable. |
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134 void CorrectOrientation(TO_BLOCK *block, bool vertical_text_lines, int recognition_rotation); |
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135 |
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136 // Finds blocks of text, image, rule line, table etc, returning them in the |
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137 // blocks and to_blocks |
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138 // (Each TO_BLOCK points to the basic BLOCK and adds more information.) |
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139 // Image blocks are generated by a combination of photo_mask_pix (which may |
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140 // NOT be nullptr) and the rejected text found during preliminary textline |
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141 // finding. |
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142 // The input_block is the result of a call to find_components, and contains |
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143 // the blobs found in the image or rectangle to be OCRed. These blobs will be |
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144 // removed and placed in the output blocks, while unused ones will be deleted. |
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145 // If single_column is true, the input is treated as single column, but |
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146 // it is still divided into blocks of equal line spacing/text size. |
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147 // scaled_color is scaled down by scaled_factor from the input color image, |
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148 // and may be nullptr if the input was not color. |
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149 // grey_pix is optional, but if present must match the photo_mask_pix in size, |
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150 // and must be a *real* grey image instead of binary_pix * 255. |
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151 // thresholds_pix is expected to be present iff grey_pix is present and |
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152 // can be an integer factor reduction of the grey_pix. It represents the |
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153 // thresholds that were used to create the binary_pix from the grey_pix. |
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154 // Small blobs that confuse the segmentation into lines are placed into |
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155 // diacritic_blobs, with the intention that they be put into the most |
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156 // appropriate word after the rest of layout analysis. |
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157 // Returns -1 if the user hits the 'd' key in the blocks window while running |
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158 // in debug mode, which requests a retry with more debug info. |
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159 int FindBlocks(PageSegMode pageseg_mode, Image scaled_color, int scaled_factor, TO_BLOCK *block, |
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160 Image photo_mask_pix, Image thresholds_pix, Image grey_pix, DebugPixa *pixa_debug, |
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161 BLOCK_LIST *blocks, BLOBNBOX_LIST *diacritic_blobs, TO_BLOCK_LIST *to_blocks); |
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162 |
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163 // Get the rotation required to deskew, and its inverse rotation. |
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164 void GetDeskewVectors(FCOORD *deskew, FCOORD *reskew); |
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165 |
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166 // Set the equation detection pointer. |
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167 void SetEquationDetect(EquationDetectBase *detect); |
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168 |
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169 private: |
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170 // Displays the blob and block bounding boxes in a window called Blocks. |
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171 void DisplayBlocks(BLOCK_LIST *blocks); |
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172 // Displays the column edges at each grid y coordinate defined by |
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173 // best_columns_. |
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174 void DisplayColumnBounds(PartSetVector *sets); |
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175 |
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176 ////// Functions involved in determining the columns used on the page. ///// |
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177 |
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178 // Sets up column_sets_ (the determined column layout at each horizontal |
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179 // slice). Returns false if the page is empty. |
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180 bool MakeColumns(bool single_column); |
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181 // Attempt to improve the column_candidates by expanding the columns |
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182 // and adding new partitions from the partition sets in src_sets. |
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183 // Src_sets may be equal to column_candidates, in which case it will |
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184 // use them as a source to improve themselves. |
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185 void ImproveColumnCandidates(PartSetVector *src_sets, PartSetVector *column_sets); |
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186 // Prints debug information on the column candidates. |
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187 void PrintColumnCandidates(const char *title); |
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188 // Finds the optimal set of columns that cover the entire image with as |
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189 // few changes in column partition as possible. |
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190 // Returns true if any part of the page is multi-column. |
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191 bool AssignColumns(const PartSetVector &part_sets); |
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192 // Finds the biggest range in part_sets_ that has no assigned column, but |
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193 // column assignment is possible. |
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194 bool BiggestUnassignedRange(int set_count, const bool *any_columns_possible, int *start, |
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195 int *end); |
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196 // Finds the modal compatible column_set_ index within the given range. |
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197 int RangeModalColumnSet(int **column_set_costs, const int *assigned_costs, int start, int end); |
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198 // Given that there are many column_set_id compatible columns in the range, |
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199 // shrinks the range to the longest contiguous run of compatibility, allowing |
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200 // gaps where no columns are possible, but not where competing columns are |
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201 // possible. |
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202 void ShrinkRangeToLongestRun(int **column_set_costs, const int *assigned_costs, |
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203 const bool *any_columns_possible, int column_set_id, int *best_start, |
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204 int *best_end); |
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205 // Moves start in the direction of step, up to, but not including end while |
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206 // the only incompatible regions are no more than kMaxIncompatibleColumnCount |
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207 // in size, and the compatible regions beyond are bigger. |
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208 void ExtendRangePastSmallGaps(int **column_set_costs, const int *assigned_costs, |
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209 const bool *any_columns_possible, int column_set_id, int step, |
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210 int end, int *start); |
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211 // Assigns the given column_set_id to the part_sets_ in the given range. |
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212 void AssignColumnToRange(int column_set_id, int start, int end, int **column_set_costs, |
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213 int *assigned_costs); |
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214 |
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215 // Computes the mean_column_gap_. |
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216 void ComputeMeanColumnGap(bool any_multi_column); |
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217 |
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218 //////// Functions that manipulate ColPartitions in the part_grid_ ///// |
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219 //////// to split, merge, find margins, and find types. ////////////// |
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220 |
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221 // Hoovers up all un-owned blobs and deletes them. |
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222 // The rest get released from the block so the ColPartitions can pass |
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223 // ownership to the output blocks. |
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224 void ReleaseBlobsAndCleanupUnused(TO_BLOCK *block); |
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225 // Splits partitions that cross columns where they have nothing in the gap. |
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226 void GridSplitPartitions(); |
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227 // Merges partitions where there is vertical overlap, within a single column, |
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228 // and the horizontal gap is small enough. |
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229 void GridMergePartitions(); |
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230 // Inserts remaining noise blobs into the most applicable partition if any. |
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231 // If there is no applicable partition, then the blobs are deleted. |
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232 void InsertRemainingNoise(TO_BLOCK *block); |
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233 // Remove partitions that come from horizontal lines that look like |
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234 // underlines, but are not part of a table. |
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235 void GridRemoveUnderlinePartitions(); |
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236 // Add horizontal line separators as partitions. |
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237 void GridInsertHLinePartitions(); |
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238 // Add vertical line separators as partitions. |
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239 void GridInsertVLinePartitions(); |
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240 // For every ColPartition in the grid, sets its type based on position |
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241 // in the columns. |
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242 void SetPartitionTypes(); |
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243 // Only images remain with multiple types in a run of partners. |
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244 // Sets the type of all in the group to the maximum of the group. |
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245 void SmoothPartnerRuns(); |
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246 |
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247 //////// Functions that make the final output blocks /////// |
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248 |
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249 // Helper functions for TransformToBlocks. |
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250 // Add the part to the temp list in the correct order. |
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251 void AddToTempPartList(ColPartition *part, ColPartition_CLIST *temp_list); |
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252 // Add everything from the temp list to the work_set assuming correct order. |
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253 void EmptyTempPartList(ColPartition_CLIST *temp_list, WorkingPartSet_LIST *work_set); |
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254 |
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255 // Transform the grid of partitions to the output blocks. |
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256 void TransformToBlocks(BLOCK_LIST *blocks, TO_BLOCK_LIST *to_blocks); |
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257 |
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258 // Reflect the blob boxes (but not the outlines) in the y-axis so that |
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259 // the blocks get created in the correct RTL order. Rotates the blobs |
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260 // in the input_block and the bblobs list. |
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261 // The reflection is undone in RotateAndReskewBlocks by |
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262 // reflecting the blocks themselves, and then recomputing the blob bounding |
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263 // boxes. |
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264 void ReflectForRtl(TO_BLOCK *input_block, BLOBNBOX_LIST *bblobs); |
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265 |
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266 // Undo the deskew that was done in FindTabVectors, as recognition is done |
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267 // without correcting blobs or blob outlines for skew. |
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268 // Reskew the completed blocks to put them back to the original rotated coords |
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269 // that were created by CorrectOrientation. |
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270 // If the input_is_rtl, then reflect the blocks in the y-axis to undo the |
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271 // reflection that was done before FindTabVectors. |
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272 // Blocks that were identified as vertical text (relative to the rotated |
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273 // coordinates) are further rotated so the text lines are horizontal. |
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274 // blob polygonal outlines are rotated to match the position of the blocks |
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275 // that they are in, and their bounding boxes are recalculated to be accurate. |
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276 // Record appropriate inverse transformations and required |
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277 // classifier transformation in the blocks. |
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278 void RotateAndReskewBlocks(bool input_is_rtl, TO_BLOCK_LIST *to_blocks); |
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279 |
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280 // Computes the rotations for the block (to make textlines horizontal) and |
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281 // for the blobs (for classification) and sets the appropriate members |
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282 // of the given block. |
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283 // Returns the rotation that needs to be applied to the blobs to make |
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284 // them sit in the rotated block. |
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285 FCOORD ComputeBlockAndClassifyRotation(BLOCK *block); |
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286 |
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287 // If true then the page language is cjk, so it is safe to perform |
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288 // FixBrokenCJK. |
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289 bool cjk_script_; |
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290 // The minimum gutter width to apply for finding columns. |
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291 // Modified when vertical text is detected to prevent detection of |
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292 // vertical text lines as columns. |
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293 int min_gutter_width_; |
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294 // The mean gap between columns over the page. |
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295 int mean_column_gap_; |
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296 // Config param saved at construction time. Modifies min_gutter_width_ with |
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297 // vertical text to prevent detection of vertical text as columns. |
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298 double tabfind_aligned_gap_fraction_; |
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299 // The rotation vector needed to convert original coords to deskewed. |
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300 FCOORD deskew_; |
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301 // The rotation vector needed to convert deskewed back to original coords. |
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302 FCOORD reskew_; |
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303 // The rotation vector used to rotate vertically oriented pages. |
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304 FCOORD rotation_; |
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305 // The rotation vector needed to convert the rotated back to original coords. |
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306 FCOORD rerotate_; |
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307 // The additional rotation vector needed to rotate text for recognition. |
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308 FCOORD text_rotation_; |
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309 // The column_sets_ contain the ordered candidate ColPartitionSets that |
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310 // define the possible divisions of the page into columns. |
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311 PartSetVector column_sets_; |
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312 // A simple array of pointers to the best assigned column division at |
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313 // each grid y coordinate. |
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314 ColPartitionSet **best_columns_; |
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315 // The grid used for creating initial partitions with strokewidth. |
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316 StrokeWidth *stroke_width_; |
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317 // The grid used to hold ColPartitions after the columns have been determined. |
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318 ColPartitionGrid part_grid_; |
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319 // List of ColPartitions that are no longer needed after they have been |
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320 // turned into regions, but are kept around because they are referenced |
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321 // by the part_grid_. |
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322 ColPartition_LIST good_parts_; |
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323 // List of ColPartitions that are big and might be dropcap or vertically |
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324 // joined. |
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325 ColPartition_LIST big_parts_; |
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326 // List of ColPartitions that have been declared noise. |
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327 ColPartition_LIST noise_parts_; |
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328 // The fake blobs that are made from the images. |
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329 BLOBNBOX_LIST image_bblobs_; |
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330 // Horizontal line separators. |
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331 TabVector_LIST horizontal_lines_; |
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332 // Image map of photo/noise areas on the page. |
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333 Image nontext_map_; |
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334 // Textline projection map. |
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335 TextlineProjection projection_; |
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336 // Sequence of DENORMS that indicate how to get back to the original image |
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337 // coordinate space. The destructor must delete all the DENORMs in the chain. |
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338 DENORM *denorm_; |
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339 |
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340 // The equation region detector pointer. Note: This pointer is passed in by |
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341 // member function SetEquationDetect, and releasing it is NOT owned by this |
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342 // class. |
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343 EquationDetectBase *equation_detect_; |
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344 |
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345 #ifndef GRAPHICS_DISABLED |
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346 // Various debug windows that automatically go away on completion. |
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347 ScrollView *input_blobs_win_ = nullptr; |
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348 |
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349 // Allow a subsequent instance to reuse the blocks window. |
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350 // Not thread-safe, but multiple threads shouldn't be using windows anyway. |
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351 static ScrollView *blocks_win_; |
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352 #endif |
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353 }; |
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354 |
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355 } // namespace tesseract. |
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356 |
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357 #endif // TESSERACT_TEXTORD_COLFIND_H_ |
