Mercurial > hgrepos > Python2 > PyMuPDF
annotate mupdf-source/thirdparty/tesseract/src/ccmain/pagesegmain.cpp @ 2:b50eed0cc0ef upstream
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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| author | Franz Glasner <fzglas.hg@dom66.de> |
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| date | Mon, 15 Sep 2025 11:43:07 +0200 |
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| rev | line source |
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1 /********************************************************************** |
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2 * File: pagesegmain.cpp |
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3 * Description: Top-level page segmenter for Tesseract. |
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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 #ifdef _WIN32 |
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20 # ifndef unlink |
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21 # include <io.h> |
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22 # endif |
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23 #else |
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24 # include <unistd.h> |
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25 #endif // _WIN32 |
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26 |
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27 // Include automatically generated configuration file if running autoconf. |
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28 #ifdef HAVE_CONFIG_H |
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29 # include "config_auto.h" |
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30 #endif |
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31 |
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32 #include <allheaders.h> |
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33 #include "blobbox.h" |
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34 #include "blread.h" |
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35 #include "colfind.h" |
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36 #include "debugpixa.h" |
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37 #ifndef DISABLED_LEGACY_ENGINE |
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38 # include "equationdetect.h" |
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39 #endif |
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40 #include <tesseract/osdetect.h> |
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41 #include "imagefind.h" |
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42 #include "linefind.h" |
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43 #include "makerow.h" |
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44 #include "tabvector.h" |
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45 #include "tesseractclass.h" |
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46 #include "tessvars.h" |
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47 #include "textord.h" |
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48 #include "tordmain.h" |
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49 #include "wordseg.h" |
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50 |
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51 namespace tesseract { |
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52 |
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53 // Max erosions to perform in removing an enclosing circle. |
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54 const int kMaxCircleErosions = 8; |
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55 |
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56 // Helper to remove an enclosing circle from an image. |
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57 // If there isn't one, then the image will most likely get badly mangled. |
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58 // The returned pix must be pixDestroyed after use. nullptr may be returned |
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59 // if the image doesn't meet the trivial conditions that it uses to determine |
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60 // success. |
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61 static Image RemoveEnclosingCircle(Image pixs) { |
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62 Image pixsi = pixInvert(nullptr, pixs); |
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63 Image pixc = pixCreateTemplate(pixs); |
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64 pixSetOrClearBorder(pixc, 1, 1, 1, 1, PIX_SET); |
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65 pixSeedfillBinary(pixc, pixc, pixsi, 4); |
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66 pixInvert(pixc, pixc); |
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67 pixsi.destroy(); |
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68 Image pixt = pixs & pixc; |
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69 l_int32 max_count; |
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70 pixCountConnComp(pixt, 8, &max_count); |
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71 // The count has to go up before we start looking for the minimum. |
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72 l_int32 min_count = INT32_MAX; |
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73 Image pixout = nullptr; |
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74 for (int i = 1; i < kMaxCircleErosions; i++) { |
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75 pixt.destroy(); |
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76 pixErodeBrick(pixc, pixc, 3, 3); |
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77 pixt = pixs & pixc; |
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78 l_int32 count; |
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79 pixCountConnComp(pixt, 8, &count); |
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80 if (i == 1 || count > max_count) { |
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81 max_count = count; |
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82 min_count = count; |
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83 } else if (count < min_count) { |
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84 min_count = count; |
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85 pixout.destroy(); |
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86 pixout = pixt.copy(); // Save the best. |
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87 } else if (count >= min_count) { |
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parents:
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|
88 break; // We have passed by the best. |
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parents:
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|
89 } |
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parents:
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|
90 } |
|
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parents:
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|
91 pixt.destroy(); |
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|
92 pixc.destroy(); |
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93 return pixout; |
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94 } |
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parents:
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|
95 |
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96 /** |
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97 * Segment the page according to the current value of tessedit_pageseg_mode. |
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98 * pix_binary_ is used as the source image and should not be nullptr. |
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99 * On return the blocks list owns all the constructed page layout. |
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Franz Glasner <fzglas.hg@dom66.de>
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100 */ |
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101 int Tesseract::SegmentPage(const char *input_file, BLOCK_LIST *blocks, Tesseract *osd_tess, |
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102 OSResults *osr) { |
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103 ASSERT_HOST(pix_binary_ != nullptr); |
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104 int width = pixGetWidth(pix_binary_); |
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105 int height = pixGetHeight(pix_binary_); |
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106 // Get page segmentation mode. |
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107 auto pageseg_mode = static_cast<PageSegMode>(static_cast<int>(tessedit_pageseg_mode)); |
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108 // If a UNLV zone file can be found, use that instead of segmentation. |
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109 if (!PSM_COL_FIND_ENABLED(pageseg_mode) && input_file != nullptr && input_file[0] != '\0') { |
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110 std::string name = input_file; |
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111 auto lastdot = name.find_last_of('.'); |
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112 if (lastdot != std::string::npos) { |
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113 name.resize(lastdot); |
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114 } |
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parents:
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115 read_unlv_file(name, width, height, blocks); |
|
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116 } |
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117 if (blocks->empty()) { |
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118 // No UNLV file present. Work according to the PageSegMode. |
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119 // First make a single block covering the whole image. |
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120 BLOCK_IT block_it(blocks); |
|
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121 auto *block = new BLOCK("", true, 0, 0, 0, 0, width, height); |
|
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122 block->set_right_to_left(right_to_left()); |
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parents:
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123 block_it.add_to_end(block); |
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124 } else { |
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125 // UNLV file present. Use PSM_SINGLE_BLOCK. |
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126 pageseg_mode = PSM_SINGLE_BLOCK; |
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127 } |
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128 // The diacritic_blobs holds noise blobs that may be diacritics. They |
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129 // are separated out on areas of the image that seem noisy and short-circuit |
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130 // the layout process, going straight from the initial partition creation |
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131 // right through to after word segmentation, where they are added to the |
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132 // rej_cblobs list of the most appropriate word. From there classification |
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133 // will determine whether they are used. |
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134 BLOBNBOX_LIST diacritic_blobs; |
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135 int auto_page_seg_ret_val = 0; |
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136 TO_BLOCK_LIST to_blocks; |
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137 if (PSM_OSD_ENABLED(pageseg_mode) || PSM_BLOCK_FIND_ENABLED(pageseg_mode) || |
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138 PSM_SPARSE(pageseg_mode)) { |
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|
139 auto_page_seg_ret_val = |
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parents:
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140 AutoPageSeg(pageseg_mode, blocks, &to_blocks, |
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parents:
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141 enable_noise_removal ? &diacritic_blobs : nullptr, osd_tess, osr); |
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parents:
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142 if (pageseg_mode == PSM_OSD_ONLY) { |
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parents:
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|
143 return auto_page_seg_ret_val; |
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parents:
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144 } |
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parents:
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145 // To create blobs from the image region bounds uncomment this line: |
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parents:
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146 // to_blocks.clear(); // Uncomment to go back to the old mode. |
|
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147 } else { |
|
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parents:
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148 deskew_ = FCOORD(1.0f, 0.0f); |
|
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parents:
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149 reskew_ = FCOORD(1.0f, 0.0f); |
|
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150 if (pageseg_mode == PSM_CIRCLE_WORD) { |
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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|
151 Image pixcleaned = RemoveEnclosingCircle(pix_binary_); |
|
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|
152 if (pixcleaned != nullptr) { |
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parents:
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|
153 pix_binary_.destroy(); |
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|
154 pix_binary_ = pixcleaned; |
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parents:
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155 } |
|
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parents:
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156 } |
|
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|
157 } |
|
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parents:
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158 |
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|
159 if (auto_page_seg_ret_val < 0) { |
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160 return -1; |
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161 } |
|
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parents:
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162 |
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parents:
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|
163 if (blocks->empty()) { |
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parents:
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|
164 if (textord_debug_tabfind) { |
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|
165 tprintf("Empty page\n"); |
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166 } |
|
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parents:
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|
167 return 0; // AutoPageSeg found an empty page. |
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parents:
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168 } |
|
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parents:
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|
169 bool splitting = pageseg_devanagari_split_strategy != ShiroRekhaSplitter::NO_SPLIT; |
|
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parents:
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170 bool cjk_mode = textord_use_cjk_fp_model; |
|
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parents:
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171 |
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parents:
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172 textord_.TextordPage(pageseg_mode, reskew_, width, height, pix_binary_, pix_thresholds_, |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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|
173 pix_grey_, splitting || cjk_mode, &diacritic_blobs, blocks, &to_blocks, &gradient_); |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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174 return auto_page_seg_ret_val; |
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175 } |
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176 |
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177 /** |
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178 * Auto page segmentation. Divide the page image into blocks of uniform |
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179 * text linespacing and images. |
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180 * |
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181 * Resolution (in ppi) is derived from the input image. |
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182 * |
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183 * The output goes in the blocks list with corresponding TO_BLOCKs in the |
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184 * to_blocks list. |
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185 * |
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186 * If !PSM_COL_FIND_ENABLED(pageseg_mode), then no attempt is made to divide |
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187 * the image into columns, but multiple blocks are still made if the text is |
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188 * of non-uniform linespacing. |
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189 * |
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190 * If diacritic_blobs is non-null, then diacritics/noise blobs, that would |
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191 * confuse layout analysis by causing textline overlap, are placed there, |
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192 * with the expectation that they will be reassigned to words later and |
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193 * noise/diacriticness determined via classification. |
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194 * |
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195 * If osd (orientation and script detection) is true then that is performed |
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196 * as well. If only_osd is true, then only orientation and script detection is |
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197 * performed. If osd is desired, (osd or only_osd) then osr_tess must be |
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198 * another Tesseract that was initialized especially for osd, and the results |
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199 * will be output into osr (orientation and script result). |
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200 */ |
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201 int Tesseract::AutoPageSeg(PageSegMode pageseg_mode, BLOCK_LIST *blocks, TO_BLOCK_LIST *to_blocks, |
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202 BLOBNBOX_LIST *diacritic_blobs, Tesseract *osd_tess, OSResults *osr) { |
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203 Image photomask_pix = nullptr; |
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204 Image musicmask_pix = nullptr; |
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205 // The blocks made by the ColumnFinder. Moved to blocks before return. |
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206 BLOCK_LIST found_blocks; |
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207 TO_BLOCK_LIST temp_blocks; |
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208 |
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209 ColumnFinder *finder = SetupPageSegAndDetectOrientation( |
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210 pageseg_mode, blocks, osd_tess, osr, &temp_blocks, &photomask_pix, |
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211 pageseg_apply_music_mask ? &musicmask_pix : nullptr); |
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212 int result = 0; |
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213 if (finder != nullptr) { |
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214 TO_BLOCK_IT to_block_it(&temp_blocks); |
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215 TO_BLOCK *to_block = to_block_it.data(); |
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216 if (musicmask_pix != nullptr) { |
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217 // TODO(rays) pass the musicmask_pix into FindBlocks and mark music |
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218 // blocks separately. For now combine with photomask_pix. |
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219 photomask_pix |= musicmask_pix; |
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220 } |
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221 #ifndef DISABLED_LEGACY_ENGINE |
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222 if (equ_detect_) { |
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223 finder->SetEquationDetect(equ_detect_); |
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224 } |
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225 #endif // ndef DISABLED_LEGACY_ENGINE |
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226 result = finder->FindBlocks(pageseg_mode, scaled_color_, scaled_factor_, to_block, |
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227 photomask_pix, pix_thresholds_, pix_grey_, &pixa_debug_, |
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228 &found_blocks, diacritic_blobs, to_blocks); |
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229 if (result >= 0) { |
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230 finder->GetDeskewVectors(&deskew_, &reskew_); |
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231 } |
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232 delete finder; |
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233 } |
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234 photomask_pix.destroy(); |
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235 musicmask_pix.destroy(); |
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236 if (result < 0) { |
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237 return result; |
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238 } |
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239 |
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240 blocks->clear(); |
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241 BLOCK_IT block_it(blocks); |
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242 // Move the found blocks to the input/output blocks. |
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243 block_it.add_list_after(&found_blocks); |
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244 return result; |
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245 } |
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246 |
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247 // Helper adds all the scripts from sid_set converted to ids from osd_set to |
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248 // allowed_ids. |
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249 static void AddAllScriptsConverted(const UNICHARSET &sid_set, const UNICHARSET &osd_set, |
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250 std::vector<int> *allowed_ids) { |
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251 for (int i = 0; i < sid_set.get_script_table_size(); ++i) { |
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252 if (i != sid_set.null_sid()) { |
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253 const char *script = sid_set.get_script_from_script_id(i); |
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254 allowed_ids->push_back(osd_set.get_script_id_from_name(script)); |
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255 } |
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256 } |
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257 } |
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258 |
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259 /** |
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260 * Sets up auto page segmentation, determines the orientation, and corrects it. |
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261 * Somewhat arbitrary chunk of functionality, factored out of AutoPageSeg to |
|
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262 * facilitate testing. |
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263 * photo_mask_pix is a pointer to a nullptr pointer that will be filled on |
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264 * return with the leptonica photo mask, which must be pixDestroyed by the |
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265 * caller. to_blocks is an empty list that will be filled with (usually a |
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266 * single) block that is used during layout analysis. This ugly API is required |
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267 * because of the possibility of a unlv zone file. |
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268 * TODO(rays) clean this up. |
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269 * See AutoPageSeg for other arguments. |
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270 * The returned ColumnFinder must be deleted after use. |
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271 */ |
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272 ColumnFinder *Tesseract::SetupPageSegAndDetectOrientation(PageSegMode pageseg_mode, |
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273 BLOCK_LIST *blocks, Tesseract *osd_tess, |
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274 OSResults *osr, TO_BLOCK_LIST *to_blocks, |
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275 Image *photo_mask_pix, |
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276 Image *music_mask_pix) { |
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277 int vertical_x = 0; |
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278 int vertical_y = 1; |
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279 TabVector_LIST v_lines; |
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280 TabVector_LIST h_lines; |
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281 ICOORD bleft(0, 0); |
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282 |
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283 ASSERT_HOST(pix_binary_ != nullptr); |
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284 if (tessedit_dump_pageseg_images) { |
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285 pixa_debug_.AddPix(pix_binary_, "PageSegInput"); |
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286 } |
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287 // Leptonica is used to find the rule/separator lines in the input. |
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288 LineFinder::FindAndRemoveLines(source_resolution_, textord_tabfind_show_vlines, pix_binary_, |
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289 &vertical_x, &vertical_y, music_mask_pix, &v_lines, &h_lines); |
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290 if (tessedit_dump_pageseg_images) { |
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291 pixa_debug_.AddPix(pix_binary_, "NoLines"); |
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292 } |
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293 // Leptonica is used to find a mask of the photo regions in the input. |
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294 *photo_mask_pix = ImageFind::FindImages(pix_binary_, &pixa_debug_); |
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295 if (tessedit_dump_pageseg_images) { |
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296 Image pix_no_image_ = nullptr; |
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297 if (*photo_mask_pix != nullptr) { |
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298 pix_no_image_ = pixSubtract(nullptr, pix_binary_, *photo_mask_pix); |
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299 } else { |
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300 pix_no_image_ = pix_binary_.clone(); |
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301 } |
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302 pixa_debug_.AddPix(pix_no_image_, "NoImages"); |
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303 pix_no_image_.destroy(); |
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304 } |
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305 if (!PSM_COL_FIND_ENABLED(pageseg_mode)) { |
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306 v_lines.clear(); |
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307 } |
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308 |
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309 // The rest of the algorithm uses the usual connected components. |
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310 textord_.find_components(pix_binary_, blocks, to_blocks); |
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311 |
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312 TO_BLOCK_IT to_block_it(to_blocks); |
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313 // There must be exactly one input block. |
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314 // TODO(rays) handle new textline finding with a UNLV zone file. |
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315 ASSERT_HOST(to_blocks->singleton()); |
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316 TO_BLOCK *to_block = to_block_it.data(); |
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317 TBOX blkbox = to_block->block->pdblk.bounding_box(); |
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318 ColumnFinder *finder = nullptr; |
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319 int estimated_resolution = source_resolution_; |
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320 if (source_resolution_ == kMinCredibleResolution) { |
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321 // Try to estimate resolution from typical body text size. |
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322 int res = IntCastRounded(to_block->line_size * kResolutionEstimationFactor); |
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323 if (res > estimated_resolution && res < kMaxCredibleResolution) { |
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324 estimated_resolution = res; |
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325 tprintf("Estimating resolution as %d\n", estimated_resolution); |
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326 } |
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327 } |
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328 |
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329 if (to_block->line_size >= 2) { |
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330 finder = new ColumnFinder(static_cast<int>(to_block->line_size), blkbox.botleft(), |
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331 blkbox.topright(), estimated_resolution, textord_use_cjk_fp_model, |
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332 textord_tabfind_aligned_gap_fraction, &v_lines, &h_lines, vertical_x, |
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333 vertical_y); |
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334 |
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335 finder->SetupAndFilterNoise(pageseg_mode, *photo_mask_pix, to_block); |
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336 |
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337 #ifndef DISABLED_LEGACY_ENGINE |
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338 if (equ_detect_) { |
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339 equ_detect_->LabelSpecialText(to_block); |
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340 } |
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341 #endif |
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342 |
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343 BLOBNBOX_CLIST osd_blobs; |
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344 // osd_orientation is the number of 90 degree rotations to make the |
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345 // characters upright. (See tesseract/osdetect.h for precise definition.) |
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346 // We want the text lines horizontal, (vertical text indicates vertical |
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347 // textlines) which may conflict (eg vertically written CJK). |
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348 int osd_orientation = 0; |
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349 bool vertical_text = |
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350 textord_tabfind_force_vertical_text || pageseg_mode == PSM_SINGLE_BLOCK_VERT_TEXT; |
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351 if (!vertical_text && textord_tabfind_vertical_text && PSM_ORIENTATION_ENABLED(pageseg_mode)) { |
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352 vertical_text = finder->IsVerticallyAlignedText(textord_tabfind_vertical_text_ratio, to_block, |
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353 &osd_blobs); |
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354 } |
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355 |
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356 #ifndef DISABLED_LEGACY_ENGINE |
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357 if (PSM_OSD_ENABLED(pageseg_mode) && osd_tess != nullptr && osr != nullptr) { |
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358 std::vector<int> osd_scripts; |
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359 if (osd_tess != this) { |
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360 // We are running osd as part of layout analysis, so constrain the |
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361 // scripts to those allowed by *this. |
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362 AddAllScriptsConverted(unicharset, osd_tess->unicharset, &osd_scripts); |
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363 for (auto &lang : sub_langs_) { |
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364 AddAllScriptsConverted(lang->unicharset, osd_tess->unicharset, &osd_scripts); |
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365 } |
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366 } |
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367 os_detect_blobs(&osd_scripts, &osd_blobs, osr, osd_tess); |
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368 if (pageseg_mode == PSM_OSD_ONLY) { |
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369 delete finder; |
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370 return nullptr; |
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371 } |
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372 osd_orientation = osr->best_result.orientation_id; |
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373 double osd_score = osr->orientations[osd_orientation]; |
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374 double osd_margin = min_orientation_margin * 2; |
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375 for (int i = 0; i < 4; ++i) { |
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376 if (i != osd_orientation && osd_score - osr->orientations[i] < osd_margin) { |
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377 osd_margin = osd_score - osr->orientations[i]; |
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378 } |
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379 } |
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380 int best_script_id = osr->best_result.script_id; |
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381 const char *best_script_str = osd_tess->unicharset.get_script_from_script_id(best_script_id); |
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382 bool cjk = best_script_id == osd_tess->unicharset.han_sid() || |
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383 best_script_id == osd_tess->unicharset.hiragana_sid() || |
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384 best_script_id == osd_tess->unicharset.katakana_sid() || |
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385 strcmp("Japanese", best_script_str) == 0 || |
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386 strcmp("Korean", best_script_str) == 0 || strcmp("Hangul", best_script_str) == 0; |
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387 if (cjk) { |
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388 finder->set_cjk_script(true); |
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389 } |
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390 if (osd_margin < min_orientation_margin) { |
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391 // The margin is weak. |
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392 if (!cjk && !vertical_text && osd_orientation == 2) { |
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393 // upside down latin text is improbable with such a weak margin. |
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394 tprintf( |
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395 "OSD: Weak margin (%.2f), horiz textlines, not CJK: " |
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396 "Don't rotate.\n", |
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|
397 osd_margin); |
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|
398 osd_orientation = 0; |
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|
399 } else { |
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|
400 tprintf( |
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parents:
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|
401 "OSD: Weak margin (%.2f) for %d blob text block, " |
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|
402 "but using orientation anyway: %d\n", |
|
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parents:
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|
403 osd_margin, osd_blobs.length(), osd_orientation); |
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parents:
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|
404 } |
|
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parents:
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|
405 } |
|
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parents:
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|
406 } |
|
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|
407 #endif // ndef DISABLED_LEGACY_ENGINE |
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parents:
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|
408 |
|
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parents:
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|
409 osd_blobs.shallow_clear(); |
|
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parents:
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|
410 finder->CorrectOrientation(to_block, vertical_text, osd_orientation); |
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parents:
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|
411 } |
|
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parents:
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|
412 |
|
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parents:
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|
413 return finder; |
|
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parents:
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|
414 } |
|
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parents:
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|
415 |
|
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parents:
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|
416 } // namespace tesseract. |
