annotate mupdf-source/thirdparty/tesseract/src/textord/textlineprojection.h @ 2:b50eed0cc0ef upstream

ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4. The directory name has changed: no version number in the expanded directory now.
author Franz Glasner <fzglas.hg@dom66.de>
date Mon, 15 Sep 2025 11:43:07 +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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14 #ifndef TESSERACT_TEXTORD_TEXTLINEPROJECTION_H_
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15 #define TESSERACT_TEXTORD_TEXTLINEPROJECTION_H_
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17 #include "blobgrid.h" // For BlobGrid
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19 struct Pix;
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21 namespace tesseract {
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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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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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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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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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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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58 // Create a window and display the projection in it.
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59 void DisplayProjection() const;
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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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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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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,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
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97 // but uses the median top/bottom for horizontal and median left/right for
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
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98 // vertical instead of the bounding box edges.
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parents:
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99 // Evaluates for both horizontal and vertical and returns the best result,
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parents:
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100 // with a positive value for horizontal and a negative value for vertical.
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parents:
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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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parents:
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123 // as the result of EvaluateBox.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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124 // hgrad1 and hgrad2 are the gradients for the horizontal textline.
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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125 int EvaluateBoxInternal(const TBOX &box, const DENORM *denorm, bool debug, int *hgrad1,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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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
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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130 // row 2 pixels above from the mean of the transformed row 2 pixels below.
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parents:
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131 // This gives a positive value for a good top edge and negative for bottom.
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parents:
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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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Franz Glasner <fzglas.hg@dom66.de>
parents:
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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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Franz Glasner <fzglas.hg@dom66.de>
parents:
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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
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
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137 // given x, (in the external coordinates) by subtracting the mean of the
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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138 // transformed column 2 pixels left from the mean of the transformed column
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parents:
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139 // 2 pixels to the right.
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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140 // This gives a positive value for a good left edge and negative for right.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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141 // Returns the best result out of +2/-2, +3/-1, +1/-3 pixels from the edge.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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142 int BestMeanGradientInColumn(const DENORM *denorm, int16_t x, int16_t min_y, int16_t max_y,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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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
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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146 // end_pt (inclusive), but shifted perpendicular to the line in the projection
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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147 // image by offset pixels. For simplicity, it is assumed that the vector is
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
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148 // either nearly horizontal or nearly vertical. It works on skewed textlines!
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parents:
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149 // The end points are in external coordinates, and will be denormalized with
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
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150 // the denorm if not nullptr before further conversion to pix coordinates.
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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151 // After all the conversions, the offset is added to the direction
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
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152 // perpendicular to the line direction. The offset is thus in projection image
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parents:
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153 // coordinates, which allows the caller to get a guaranteed displacement
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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154 // between pixels used to calculate gradients.
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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155 int MeanPixelsInLineSegment(const DENORM *denorm, int offset, TPOINT start_pt,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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156 TPOINT end_pt) const;
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parents:
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157
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parents:
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158 // Helper function to add 1 to a rectangle in source image coords to the
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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159 // internal projection pix_.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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160 void IncrementRectangle8Bit(const TBOX &box);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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161 // Inserts a list of blobs into the projection.
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parents:
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162 // Rotation is a multiple of 90 degrees to get from blob coords to
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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163 // nontext_map coords, image_box is the bounds of the nontext_map.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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164 // Blobs are spread horizontally or vertically according to their internal
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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165 // flags, but the spreading is truncated by set pixels in the nontext_map
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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166 // and also by the horizontal rule line limits on the blobs.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
167 void ProjectBlobs(BLOBNBOX_LIST *blobs, const FCOORD &rotation, const TBOX &image_box,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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168 Image nontext_map);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
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169 // Pads the bounding box of the given blob according to whether it is on
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
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170 // a horizontal or vertical text line, taking into account tab-stops near
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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171 // the blob. Returns true if padding was in the horizontal direction.
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Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
172 bool PadBlobBox(BLOBNBOX *blob, TBOX *bbox);
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parents:
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173
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parents:
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174 // Helper denormalizes the TPOINT with the denorm if not nullptr, then
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
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175 // converts to pix_ coordinates.
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Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
176 void TransformToPixCoords(const DENORM *denorm, TPOINT *pt) const;
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177
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parents:
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178 // Helper truncates the TPOINT to be within the pix_.
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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179 void TruncateToImageBounds(TPOINT *pt) const;
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parents:
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180
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parents:
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181 // Transform tesseract coordinates to coordinates used in the pix.
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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182 int ImageXToProjectionX(int x) const;
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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183 int ImageYToProjectionY(int y) const;
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parents:
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184
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parents:
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185 // The down-sampling scale factor used in building the image.
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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186 int scale_factor_;
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parents:
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187 // The blob coordinates of the top-left (origin of the pix_) in tesseract
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parents:
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188 // coordinates. Used to transform the bottom-up tesseract coordinates to
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parents:
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189 // the top-down coordinates of the pix.
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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190 int x_origin_;
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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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_