Mercurial > hgrepos > Python2 > PyMuPDF
annotate mupdf-source/thirdparty/tesseract/src/ccstruct/normalis.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: normalis.h (Formerly denorm.h) |
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3 * Description: Code for the DENORM class. |
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4 * Author: Ray Smith |
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5 * |
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6 * (C) Copyright 1992, Hewlett-Packard Ltd. |
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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 NORMALIS_H |
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20 #define NORMALIS_H |
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21 |
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22 #include "image.h" |
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23 |
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24 #include <tesseract/export.h> |
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25 |
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26 #include <vector> |
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27 |
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28 struct Pix; |
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29 |
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30 namespace tesseract { |
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31 |
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32 const int kBlnCellHeight = 256; // Full-height for baseline normalization. |
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33 const int kBlnXHeight = 128; // x-height for baseline normalization. |
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34 const int kBlnBaselineOffset = 64; // offset for baseline normalization. |
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35 |
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36 class BLOCK; |
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37 class FCOORD; |
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38 class TBOX; |
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39 class UNICHARSET; |
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40 |
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41 struct TBLOB; |
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42 struct TPOINT; |
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43 |
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44 // Possible normalization methods. Use NEGATIVE values as these also |
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45 // double up as markers for the last sub-classifier. |
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46 enum NormalizationMode { |
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47 NM_BASELINE = -3, // The original BL normalization mode. |
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48 NM_CHAR_ISOTROPIC = -2, // Character normalization but isotropic. |
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49 NM_CHAR_ANISOTROPIC = -1 // The original CN normalization mode. |
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50 }; |
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51 |
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52 class TESS_API DENORM { |
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53 public: |
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54 DENORM(); |
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55 |
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56 // Copying a DENORM is allowed. |
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57 DENORM(const DENORM &); |
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58 DENORM &operator=(const DENORM &); |
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59 ~DENORM(); |
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60 |
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61 // Setup the normalization transformation parameters. |
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62 // The normalizations applied to a blob are as follows: |
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63 // 1. An optional block layout rotation that was applied during layout |
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64 // analysis to make the textlines horizontal. |
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65 // 2. A normalization transformation (LocalNormTransform): |
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66 // Subtract the "origin" |
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67 // Apply an x,y scaling. |
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68 // Apply an optional rotation. |
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69 // Add back a final translation. |
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70 // The origin is in the block-rotated space, and is usually something like |
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71 // the x-middle of the word at the baseline. |
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72 // 3. Zero or more further normalization transformations that are applied |
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73 // in sequence, with a similar pattern to the first normalization transform. |
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74 // |
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75 // A DENORM holds the parameters of a single normalization, and can execute |
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76 // both the LocalNormTransform (a forwards normalization), and the |
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77 // LocalDenormTransform which is an inverse transform or de-normalization. |
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78 // A DENORM may point to a predecessor DENORM, which is actually the earlier |
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79 // normalization, so the full normalization sequence involves executing all |
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80 // predecessors first and then the transform in "this". |
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81 // Let x be image coordinates and that we have normalization classes A, B, C |
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82 // where we first apply A then B then C to get normalized x': |
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83 // x' = CBAx |
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84 // Then the backwards (to original coordinates) would be: |
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85 // x = A^-1 B^-1 C^-1 x' |
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86 // and A = B->predecessor_ and B = C->predecessor_ |
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87 // NormTransform executes all predecessors recursively, and then this. |
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88 // NormTransform would be used to transform an image-based feature to |
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89 // normalized space for use in a classifier |
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90 // DenormTransform inverts this and then all predecessors. It can be |
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91 // used to get back to the original image coordinates from normalized space. |
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92 // The LocalNormTransform member executes just the transformation |
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93 // in "this" without the layout rotation or any predecessors. It would be |
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94 // used to run each successive normalization, eg the word normalization, |
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95 // and later the character normalization. |
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96 |
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97 // Arguments: |
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98 // block: if not nullptr, then this is the first transformation, and |
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99 // block->re_rotation() needs to be used after the Denorm |
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100 // transformation to get back to the image coords. |
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101 // rotation: if not nullptr, apply this rotation after translation to the |
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102 // origin and scaling. (Usually a classify rotation.) |
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103 // predecessor: if not nullptr, then predecessor has been applied to the |
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104 // input space and needs to be undone to complete the inverse. |
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105 // The above pointers are not owned by this DENORM and are assumed to live |
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106 // longer than this denorm, except rotation, which is deep copied on input. |
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107 // |
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108 // x_origin: The x origin which will be mapped to final_xshift in the result. |
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109 // y_origin: The y origin which will be mapped to final_yshift in the result. |
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110 // Added to result of row->baseline(x) if not nullptr. |
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111 // |
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112 // x_scale: scale factor for the x-coordinate. |
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113 // y_scale: scale factor for the y-coordinate. Ignored if segs is given. |
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114 // Note that these scale factors apply to the same x and y system as the |
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115 // x-origin and y-origin apply, ie after any block rotation, but before |
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116 // the rotation argument is applied. |
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117 // |
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118 // final_xshift: The x component of the final translation. |
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119 // final_yshift: The y component of the final translation. |
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120 // |
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121 // In theory, any of the commonly used normalizations can be setup here: |
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122 // * Traditional baseline normalization on a word: |
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123 // SetupNormalization(block, nullptr, nullptr, |
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124 // box.x_middle(), baseline, |
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125 // kBlnXHeight / x_height, kBlnXHeight / x_height, |
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126 // 0, kBlnBaselineOffset); |
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127 // * "Numeric mode" baseline normalization on a word, in which the blobs |
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128 // are positioned with the bottom as the baseline is achieved by making |
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129 // a separate DENORM for each blob. |
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130 // SetupNormalization(block, nullptr, nullptr, |
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131 // box.x_middle(), box.bottom(), |
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132 // kBlnXHeight / x_height, kBlnXHeight / x_height, |
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133 // 0, kBlnBaselineOffset); |
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134 // * Anisotropic character normalization used by IntFx. |
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135 // SetupNormalization(nullptr, nullptr, denorm, |
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136 // centroid_x, centroid_y, |
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137 // 51.2 / ry, 51.2 / rx, 128, 128); |
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138 // * Normalize blob height to x-height (current OSD): |
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139 // SetupNormalization(nullptr, &rotation, nullptr, |
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140 // box.rotational_x_middle(rotation), |
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141 // box.rotational_y_middle(rotation), |
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142 // kBlnXHeight / box.rotational_height(rotation), |
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parents:
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143 // kBlnXHeight / box.rotational_height(rotation), |
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144 // 0, kBlnBaselineOffset); |
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145 // * Secondary normalization for classification rotation (current): |
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146 // FCOORD rotation = block->classify_rotation(); |
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147 // float target_height = kBlnXHeight / CCStruct::kXHeightCapRatio; |
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148 // SetupNormalization(nullptr, &rotation, denorm, |
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149 // box.rotational_x_middle(rotation), |
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parents:
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150 // box.rotational_y_middle(rotation), |
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parents:
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151 // target_height / box.rotational_height(rotation), |
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parents:
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152 // target_height / box.rotational_height(rotation), |
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153 // 0, kBlnBaselineOffset); |
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154 // * Proposed new normalizations for CJK: Between them there is then |
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155 // no need for further normalization at all, and the character fills the cell. |
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156 // ** Replacement for baseline normalization on a word: |
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157 // Scales height and width independently so that modal height and pitch |
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158 // fill the cell respectively. |
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159 // float cap_height = x_height / CCStruct::kXHeightCapRatio; |
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160 // SetupNormalization(block, nullptr, nullptr, |
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161 // box.x_middle(), cap_height / 2.0f, |
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162 // kBlnCellHeight / fixed_pitch, |
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163 // kBlnCellHeight / cap_height, |
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164 // 0, 0); |
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165 // ** Secondary normalization for classification (with rotation) (proposed): |
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166 // Requires a simple translation to the center of the appropriate character |
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167 // cell, no further scaling and a simple rotation (or nothing) about the |
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parents:
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168 // cell center. |
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169 // FCOORD rotation = block->classify_rotation(); |
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parents:
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170 // SetupNormalization(nullptr, &rotation, denorm, |
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parents:
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171 // fixed_pitch_cell_center, |
|
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parents:
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172 // 0.0f, |
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parents:
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173 // 1.0f, |
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174 // 1.0f, |
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175 // 0, 0); |
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176 void SetupNormalization(const BLOCK *block, const FCOORD *rotation, const DENORM *predecessor, |
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177 float x_origin, float y_origin, float x_scale, float y_scale, |
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178 float final_xshift, float final_yshift); |
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179 |
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180 // Sets up the DENORM to execute a non-linear transformation based on |
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181 // preserving an even distribution of stroke edges. The transformation |
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182 // operates only within the given box, scaling input coords within the box |
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183 // non-linearly to a box of target_width by target_height, with all other |
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184 // coords being clipped to the box edge. As with SetupNormalization above, |
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185 // final_xshift and final_yshift are applied after scaling, and the bottom- |
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186 // left of box is used as a pre-scaling origin. |
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187 // x_coords is a collection of the x-coords of vertical edges for each |
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188 // y-coord starting at box.bottom(). |
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189 // y_coords is a collection of the y-coords of horizontal edges for each |
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190 // x-coord starting at box.left(). |
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191 // Eg x_coords[0] is a collection of the x-coords of edges at y=bottom. |
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192 // Eg x_coords[1] is a collection of the x-coords of edges at y=bottom + 1. |
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193 // The second-level vectors must all be sorted in ascending order. |
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194 void SetupNonLinear(const DENORM *predecessor, const TBOX &box, float target_width, |
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195 float target_height, float final_xshift, float final_yshift, |
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196 const std::vector<std::vector<int>> &x_coords, |
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197 const std::vector<std::vector<int>> &y_coords); |
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198 |
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199 // Transforms the given coords one step forward to normalized space, without |
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200 // using any block rotation or predecessor. |
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201 void LocalNormTransform(const TPOINT &pt, TPOINT *transformed) const; |
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202 void LocalNormTransform(const FCOORD &pt, FCOORD *transformed) const; |
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203 // Transforms the given coords forward to normalized space using the |
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204 // full transformation sequence defined by the block rotation, the |
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205 // predecessors, deepest first, and finally this. If first_norm is not |
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206 // nullptr, then the first and deepest transformation used is first_norm, |
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207 // ending with this, and the block rotation will not be applied. |
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208 void NormTransform(const DENORM *first_norm, const TPOINT &pt, TPOINT *transformed) const; |
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209 void NormTransform(const DENORM *first_norm, const FCOORD &pt, FCOORD *transformed) const; |
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210 // Transforms the given coords one step back to source space, without |
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211 // using to any block rotation or predecessor. |
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212 void LocalDenormTransform(const TPOINT &pt, TPOINT *original) const; |
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213 void LocalDenormTransform(const FCOORD &pt, FCOORD *original) const; |
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214 // Transforms the given coords all the way back to source image space using |
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215 // the full transformation sequence defined by this and its predecessors |
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216 // recursively, shallowest first, and finally any block re_rotation. |
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217 // If last_denorm is not nullptr, then the last transformation used will |
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218 // be last_denorm, and the block re_rotation will never be executed. |
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219 void DenormTransform(const DENORM *last_denorm, const TPOINT &pt, TPOINT *original) const; |
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220 void DenormTransform(const DENORM *last_denorm, const FCOORD &pt, FCOORD *original) const; |
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221 |
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222 // Normalize a blob using blob transformations. Less accurate, but |
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223 // more accurately copies the old way. |
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224 void LocalNormBlob(TBLOB *blob) const; |
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225 |
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226 // Fills in the x-height range accepted by the given unichar_id in blob |
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227 // coordinates, given its bounding box in the usual baseline-normalized |
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228 // coordinates, with some initial crude x-height estimate (such as word |
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229 // size) and this denoting the transformation that was used. |
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230 // Also returns the amount the character must have shifted up or down. |
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231 void XHeightRange(int unichar_id, const UNICHARSET &unicharset, const TBOX &bbox, float *min_xht, |
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232 float *max_xht, float *yshift) const; |
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233 |
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234 // Prints the content of the DENORM for debug purposes. |
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235 void Print() const; |
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236 |
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237 Image pix() const { |
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238 return pix_; |
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239 } |
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240 void set_pix(Image pix) { |
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241 pix_ = pix; |
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242 } |
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243 bool inverse() const { |
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244 return inverse_; |
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245 } |
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246 void set_inverse(bool value) { |
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247 inverse_ = value; |
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248 } |
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249 const DENORM *RootDenorm() const { |
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250 if (predecessor_ != nullptr) { |
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251 return predecessor_->RootDenorm(); |
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252 } |
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253 return this; |
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254 } |
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255 const DENORM *predecessor() const { |
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256 return predecessor_; |
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257 } |
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258 // Accessors - perhaps should not be needed. |
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259 float x_scale() const { |
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260 return x_scale_; |
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261 } |
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262 float y_scale() const { |
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263 return y_scale_; |
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264 } |
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265 const BLOCK *block() const { |
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266 return block_; |
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267 } |
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268 void set_block(const BLOCK *block) { |
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269 block_ = block; |
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270 } |
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271 |
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272 private: |
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273 // Free allocated memory and clear pointers. |
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274 void Clear(); |
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275 // Setup default values. |
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276 void Init(); |
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277 |
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278 // Best available image. |
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279 Image pix_; |
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280 // True if the source image is white-on-black. |
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281 bool inverse_; |
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282 // Block the word came from. If not null, block->re_rotation() takes the |
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283 // "untransformed" coordinates even further back to the original image. |
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284 // Used only on the first DENORM in a chain. |
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285 const BLOCK *block_; |
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286 // Rotation to apply between translation to the origin and scaling. |
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287 const FCOORD *rotation_; |
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288 // Previous transformation in a chain. |
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289 const DENORM *predecessor_; |
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290 // Non-linear transformation maps directly from each integer offset from the |
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291 // origin to the corresponding x-coord. Owned by the DENORM. |
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292 std::vector<float> *x_map_; |
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293 // Non-linear transformation maps directly from each integer offset from the |
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294 // origin to the corresponding y-coord. Owned by the DENORM. |
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295 std::vector<float> *y_map_; |
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296 // x-coordinate to be mapped to final_xshift_ in the result. |
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297 float x_origin_; |
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298 // y-coordinate to be mapped to final_yshift_ in the result. |
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299 float y_origin_; |
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300 // Scale factors for x and y coords. Applied to pre-rotation system. |
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301 float x_scale_; |
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302 float y_scale_; |
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303 // Destination coords of the x_origin_ and y_origin_. |
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304 float final_xshift_; |
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305 float final_yshift_; |
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306 }; |
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307 |
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308 } // namespace tesseract |
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309 |
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310 #endif |
