Mercurial > hgrepos > Python2 > PyMuPDF
annotate mupdf-source/thirdparty/tesseract/src/textord/textlineprojection.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 // Copyright 2011 Google Inc. All Rights Reserved. |
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2 // Author: rays@google.com (Ray Smith) |
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3 // |
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4 // Licensed under the Apache License, Version 2.0 (the "License"); |
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5 // you may not use this file except in compliance with the License. |
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6 // You may obtain a copy of the License at |
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7 // http://www.apache.org/licenses/LICENSE-2.0 |
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8 // Unless required by applicable law or agreed to in writing, software |
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9 // distributed under the License is distributed on an "AS IS" BASIS, |
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10 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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11 // See the License for the specific language governing permissions and |
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12 // limitations under the License. |
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13 |
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14 #ifndef TESSERACT_TEXTORD_TEXTLINEPROJECTION_H_ |
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15 #define TESSERACT_TEXTORD_TEXTLINEPROJECTION_H_ |
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16 |
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17 #include "blobgrid.h" // For BlobGrid |
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18 |
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19 struct Pix; |
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20 |
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21 namespace tesseract { |
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22 |
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23 class DENORM; |
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24 struct TPOINT; |
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25 class ColPartition; |
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26 |
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27 // Simple class to encapsulate the computation of an image representing |
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28 // local textline density, and function(s) to make use of it. |
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29 // The underlying principle is that if you smear connected components |
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30 // horizontally (vertically for components on a vertically written textline) |
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31 // and count the number of smeared components in an image, then the resulting |
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32 // image shows the density of the textlines at each image position. |
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33 class TESS_API TextlineProjection { |
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34 public: |
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35 // The down-scaling factor is computed to obtain a projection resolution |
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36 // of about 100 dpi, whatever the input. |
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37 explicit TextlineProjection(int resolution); |
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38 ~TextlineProjection(); |
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39 |
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40 // Build the projection profile given the input_block containing lists of |
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41 // blobs, a rotation to convert to image coords, |
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42 // and a full-resolution nontext_map, marking out areas to avoid. |
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43 // During construction, we have the following assumptions: |
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44 // The rotation is a multiple of 90 degrees, ie no deskew yet. |
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45 // The blobs have had their left and right rules set to also limit |
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46 // the range of projection. |
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47 void ConstructProjection(TO_BLOCK *input_block, const FCOORD &rotation, Image nontext_map); |
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48 |
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49 // Display the blobs in the window colored according to textline quality. |
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50 void PlotGradedBlobs(BLOBNBOX_LIST *blobs, ScrollView *win); |
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51 |
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52 // Moves blobs that look like they don't sit well on a textline from the |
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53 // input blobs list to the output small_blobs list. |
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54 // This gets them away from initial textline finding to stop diacritics |
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55 // from forming incorrect textlines. (Introduced mainly to fix Thai.) |
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56 void MoveNonTextlineBlobs(BLOBNBOX_LIST *blobs, BLOBNBOX_LIST *small_blobs) const; |
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57 |
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58 // Create a window and display the projection in it. |
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59 void DisplayProjection() const; |
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60 |
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61 // Compute the distance of the box from the partition using curved projection |
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62 // space. As DistanceOfBoxFromBox, except that the direction is taken from |
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63 // the ColPartition and the median bounds of the ColPartition are used as |
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64 // the to_box. |
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65 int DistanceOfBoxFromPartition(const TBOX &box, const ColPartition &part, const DENORM *denorm, |
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66 bool debug) const; |
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67 |
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68 // Compute the distance from the from_box to the to_box using curved |
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69 // projection space. Separation that involves a decrease in projection |
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70 // density (moving from the from_box to the to_box) is weighted more heavily |
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71 // than constant density, and an increase is weighted less. |
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72 // If horizontal_textline is true, then curved space is used vertically, |
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73 // as for a diacritic on the edge of a textline. |
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74 // The projection uses original image coords, so denorm is used to get |
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75 // back to the image coords from box/part space. |
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76 int DistanceOfBoxFromBox(const TBOX &from_box, const TBOX &to_box, bool horizontal_textline, |
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77 const DENORM *denorm, bool debug) const; |
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78 |
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79 // Compute the distance between (x, y1) and (x, y2) using the rule that |
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80 // a decrease in textline density is weighted more heavily than an increase. |
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81 // The coordinates are in source image space, ie processed by any denorm |
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82 // already, but not yet scaled by scale_factor_. |
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83 // Going from the outside of a textline to the inside should measure much |
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84 // less distance than going from the inside of a textline to the outside. |
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85 int VerticalDistance(bool debug, int x, int y1, int y2) const; |
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86 |
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87 // Compute the distance between (x1, y) and (x2, y) using the rule that |
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88 // a decrease in textline density is weighted more heavily than an increase. |
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89 int HorizontalDistance(bool debug, int x1, int x2, int y) const; |
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90 |
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91 // Returns true if the blob appears to be outside of a horizontal textline. |
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92 // Such blobs are potentially diacritics (even if large in Thai) and should |
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93 // be kept away from initial textline finding. |
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94 bool BoxOutOfHTextline(const TBOX &box, const DENORM *denorm, bool debug) const; |
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95 |
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96 // Evaluates the textlineiness of a ColPartition. Uses EvaluateBox below, |
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97 // but uses the median top/bottom for horizontal and median left/right for |
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98 // vertical instead of the bounding box edges. |
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99 // Evaluates for both horizontal and vertical and returns the best result, |
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100 // with a positive value for horizontal and a negative value for vertical. |
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101 int EvaluateColPartition(const ColPartition &part, const DENORM *denorm, bool debug) const; |
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102 |
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103 // Computes the mean projection gradients over the horizontal and vertical |
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104 // edges of the box: |
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105 // -h-h-h-h-h-h |
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106 // |------------| mean=htop -v|+v--------+v|-v |
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107 // |+h+h+h+h+h+h| -v|+v +v|-v |
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108 // | | -v|+v +v|-v |
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109 // | box | -v|+v box +v|-v |
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110 // | | -v|+v +v|-v |
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111 // |+h+h+h+h+h+h| -v|+v +v|-v |
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112 // |------------| mean=hbot -v|+v--------+v|-v |
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113 // -h-h-h-h-h-h |
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114 // mean=vleft mean=vright |
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115 // |
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116 // Returns MAX(htop,hbot) - MAX(vleft,vright), which is a positive number |
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117 // for a horizontal textline, a negative number for a vertical textline, |
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118 // and near zero for undecided. Undecided is most likely non-text. |
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119 int EvaluateBox(const TBOX &box, const DENORM *denorm, bool debug) const; |
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120 |
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121 private: |
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122 // Internal version of EvaluateBox returns the unclipped gradients as well |
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123 // as the result of EvaluateBox. |
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124 // hgrad1 and hgrad2 are the gradients for the horizontal textline. |
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125 int EvaluateBoxInternal(const TBOX &box, const DENORM *denorm, bool debug, int *hgrad1, |
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126 int *hgrad2, int *vgrad1, int *vgrad2) const; |
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127 |
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128 // Helper returns the mean gradient value for the horizontal row at the given |
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129 // y, (in the external coordinates) by subtracting the mean of the transformed |
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130 // row 2 pixels above from the mean of the transformed row 2 pixels below. |
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131 // This gives a positive value for a good top edge and negative for bottom. |
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132 // Returns the best result out of +2/-2, +3/-1, +1/-3 pixels from the edge. |
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133 int BestMeanGradientInRow(const DENORM *denorm, int16_t min_x, int16_t max_x, int16_t y, |
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134 bool best_is_max) const; |
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135 |
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136 // Helper returns the mean gradient value for the vertical column at the |
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137 // given x, (in the external coordinates) by subtracting the mean of the |
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138 // transformed column 2 pixels left from the mean of the transformed column |
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139 // 2 pixels to the right. |
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140 // This gives a positive value for a good left edge and negative for right. |
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141 // Returns the best result out of +2/-2, +3/-1, +1/-3 pixels from the edge. |
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142 int BestMeanGradientInColumn(const DENORM *denorm, int16_t x, int16_t min_y, int16_t max_y, |
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143 bool best_is_max) const; |
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144 |
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145 // Helper returns the mean pixel value over the line between the start_pt and |
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146 // end_pt (inclusive), but shifted perpendicular to the line in the projection |
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147 // image by offset pixels. For simplicity, it is assumed that the vector is |
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148 // either nearly horizontal or nearly vertical. It works on skewed textlines! |
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149 // The end points are in external coordinates, and will be denormalized with |
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150 // the denorm if not nullptr before further conversion to pix coordinates. |
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151 // After all the conversions, the offset is added to the direction |
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152 // perpendicular to the line direction. The offset is thus in projection image |
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153 // coordinates, which allows the caller to get a guaranteed displacement |
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154 // between pixels used to calculate gradients. |
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155 int MeanPixelsInLineSegment(const DENORM *denorm, int offset, TPOINT start_pt, |
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156 TPOINT end_pt) const; |
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157 |
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158 // Helper function to add 1 to a rectangle in source image coords to the |
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159 // internal projection pix_. |
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160 void IncrementRectangle8Bit(const TBOX &box); |
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161 // Inserts a list of blobs into the projection. |
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162 // Rotation is a multiple of 90 degrees to get from blob coords to |
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163 // nontext_map coords, image_box is the bounds of the nontext_map. |
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164 // Blobs are spread horizontally or vertically according to their internal |
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165 // flags, but the spreading is truncated by set pixels in the nontext_map |
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166 // and also by the horizontal rule line limits on the blobs. |
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167 void ProjectBlobs(BLOBNBOX_LIST *blobs, const FCOORD &rotation, const TBOX &image_box, |
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168 Image nontext_map); |
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169 // Pads the bounding box of the given blob according to whether it is on |
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170 // a horizontal or vertical text line, taking into account tab-stops near |
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171 // the blob. Returns true if padding was in the horizontal direction. |
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172 bool PadBlobBox(BLOBNBOX *blob, TBOX *bbox); |
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173 |
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174 // Helper denormalizes the TPOINT with the denorm if not nullptr, then |
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175 // converts to pix_ coordinates. |
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176 void TransformToPixCoords(const DENORM *denorm, TPOINT *pt) const; |
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177 |
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178 // Helper truncates the TPOINT to be within the pix_. |
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179 void TruncateToImageBounds(TPOINT *pt) const; |
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180 |
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181 // Transform tesseract coordinates to coordinates used in the pix. |
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182 int ImageXToProjectionX(int x) const; |
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183 int ImageYToProjectionY(int y) const; |
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184 |
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185 // The down-sampling scale factor used in building the image. |
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186 int scale_factor_; |
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187 // The blob coordinates of the top-left (origin of the pix_) in tesseract |
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188 // coordinates. Used to transform the bottom-up tesseract coordinates to |
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189 // the top-down coordinates of the pix. |
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190 int x_origin_; |
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191 int y_origin_; |
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192 // The image of horizontally smeared blob boxes summed to provide a |
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193 // textline density map. As with a horizontal projection, the map has |
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194 // dips in the gaps between textlines. |
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195 Image pix_; |
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196 }; |
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197 |
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198 } // namespace tesseract. |
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199 |
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200 #endif // TESSERACT_TEXTORD_TEXTLINEPROJECTION_H_ |
