/src/tesseract/src/classify/adaptive.cpp
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1  |  | /******************************************************************************  | 
2  |  |  ** Filename:    adaptive.c  | 
3  |  |  ** Purpose:     Adaptive matcher.  | 
4  |  |  ** Author:      Dan Johnson  | 
5  |  |  **  | 
6  |  |  ** (c) Copyright Hewlett-Packard Company, 1988.  | 
7  |  |  ** Licensed under the Apache License, Version 2.0 (the "License");  | 
8  |  |  ** you may not use this file except in compliance with the License.  | 
9  |  |  ** You may obtain a copy of the License at  | 
10  |  |  ** http://www.apache.org/licenses/LICENSE-2.0  | 
11  |  |  ** Unless required by applicable law or agreed to in writing, software  | 
12  |  |  ** distributed under the License is distributed on an "AS IS" BASIS,  | 
13  |  |  ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.  | 
14  |  |  ** See the License for the specific language governing permissions and  | 
15  |  |  ** limitations under the License.  | 
16  |  |  ******************************************************************************/  | 
17  |  |  | 
18  |  | #include "adaptive.h"  | 
19  |  |  | 
20  |  | #include "classify.h"  | 
21  |  |  | 
22  |  | #include <cassert>  | 
23  |  | #include <cstdio>  | 
24  |  |  | 
25  |  | namespace tesseract { | 
26  |  |  | 
27  |  | /*----------------------------------------------------------------------------  | 
28  |  |               Public Code  | 
29  |  | ----------------------------------------------------------------------------*/  | 
30  |  | /*---------------------------------------------------------------------------*/  | 
31  |  | /**  | 
32  |  |  * This routine adds a new adapted class to an existing  | 
33  |  |  * set of adapted templates.  | 
34  |  |  *  | 
35  |  |  * @param Templates set of templates to add new class to  | 
36  |  |  * @param Class new class to add to templates  | 
37  |  |  * @param ClassId class id to associate with new class  | 
38  |  |  *  | 
39  |  |  * @note Globals: none  | 
40  |  |  */  | 
41  | 6.25M  | void AddAdaptedClass(ADAPT_TEMPLATES_STRUCT *Templates, ADAPT_CLASS_STRUCT *Class, CLASS_ID ClassId) { | 
42  | 6.25M  |   assert(Templates != nullptr);  | 
43  | 6.25M  |   assert(Class != nullptr);  | 
44  | 6.25M  |   assert(LegalClassId(ClassId));  | 
45  | 6.25M  |   assert(UnusedClassIdIn(Templates->Templates, ClassId));  | 
46  | 6.25M  |   assert(Class->NumPermConfigs == 0);  | 
47  |  |  | 
48  | 6.25M  |   auto IntClass = new INT_CLASS_STRUCT(1, 1);  | 
49  | 6.25M  |   AddIntClass(Templates->Templates, ClassId, IntClass);  | 
50  |  |  | 
51  | 6.25M  |   assert(Templates->Class[ClassId] == nullptr);  | 
52  | 6.25M  |   Templates->Class[ClassId] = Class;  | 
53  |  |  | 
54  | 6.25M  | } /* AddAdaptedClass */  | 
55  |  |  | 
56  |  | /*---------------------------------------------------------------------------*/  | 
57  |  |  | 
58  | 211  | PERM_CONFIG_STRUCT::~PERM_CONFIG_STRUCT() { | 
59  | 211  |   delete[] Ambigs;  | 
60  | 211  | }  | 
61  |  |  | 
62  |  | ADAPT_CLASS_STRUCT::ADAPT_CLASS_STRUCT() :  | 
63  | 6.25M  |   NumPermConfigs(0),  | 
64  | 6.25M  |   MaxNumTimesSeen(0),  | 
65  | 6.25M  |   PermProtos(NewBitVector(MAX_NUM_PROTOS)),  | 
66  | 6.25M  |   PermConfigs(NewBitVector(MAX_NUM_CONFIGS)),  | 
67  | 6.25M  |   TempProtos(NIL_LIST) { | 
68  | 6.25M  |   zero_all_bits(PermProtos, WordsInVectorOfSize(MAX_NUM_PROTOS));  | 
69  | 6.25M  |   zero_all_bits(PermConfigs, WordsInVectorOfSize(MAX_NUM_CONFIGS));  | 
70  |  |  | 
71  | 406M  |   for (int i = 0; i < MAX_NUM_CONFIGS; i++) { | 
72  | 400M  |     TempConfigFor(this, i) = nullptr;  | 
73  | 400M  |   }  | 
74  | 6.25M  | }  | 
75  |  |  | 
76  | 6.25M  | ADAPT_CLASS_STRUCT::~ADAPT_CLASS_STRUCT() { | 
77  | 406M  |   for (int i = 0; i < MAX_NUM_CONFIGS; i++) { | 
78  | 400M  |     if (ConfigIsPermanent(this, i) && PermConfigFor(this, i) != nullptr) { | 
79  | 211  |       delete PermConfigFor(this, i);  | 
80  | 400M  |     } else if (!ConfigIsPermanent(this, i) && TempConfigFor(this, i) != nullptr) { | 
81  | 1.58k  |       delete TempConfigFor(this, i);  | 
82  | 1.58k  |     }  | 
83  | 400M  |   }  | 
84  | 6.25M  |   FreeBitVector(PermProtos);  | 
85  | 6.25M  |   FreeBitVector(PermConfigs);  | 
86  | 6.25M  |   auto list = TempProtos;  | 
87  | 6.27M  |   while (list != nullptr) { | 
88  | 16.5k  |     delete reinterpret_cast<TEMP_PROTO_STRUCT *>(list->node);  | 
89  | 16.5k  |     list = pop(list);  | 
90  | 16.5k  |   }  | 
91  | 6.25M  | }  | 
92  |  |  | 
93  |  | /// Constructor for adapted templates.  | 
94  |  | /// Add an empty class for each char in unicharset to the newly created templates.  | 
95  | 13.0k  | ADAPT_TEMPLATES_STRUCT::ADAPT_TEMPLATES_STRUCT(UNICHARSET &unicharset) { | 
96  | 13.0k  |   Templates = new INT_TEMPLATES_STRUCT;  | 
97  | 13.0k  |   NumPermClasses = 0;  | 
98  | 13.0k  |   NumNonEmptyClasses = 0;  | 
99  |  |  | 
100  |  |   /* Insert an empty class for each unichar id in unicharset */  | 
101  | 427M  |   for (unsigned i = 0; i < MAX_NUM_CLASSES; i++) { | 
102  | 427M  |     Class[i] = nullptr;  | 
103  | 427M  |     if (i < unicharset.size()) { | 
104  | 6.25M  |       AddAdaptedClass(this, new ADAPT_CLASS_STRUCT, i);  | 
105  | 6.25M  |     }  | 
106  | 427M  |   }  | 
107  | 13.0k  | }  | 
108  |  |  | 
109  | 13.0k  | ADAPT_TEMPLATES_STRUCT::~ADAPT_TEMPLATES_STRUCT() { | 
110  | 6.26M  |   for (unsigned i = 0; i < (Templates)->NumClasses; i++) { | 
111  | 6.25M  |     delete Class[i];  | 
112  | 6.25M  |   }  | 
113  | 13.0k  |   delete Templates;  | 
114  | 13.0k  | }  | 
115  |  |  | 
116  |  | // Returns FontinfoId of the given config of the given adapted class.  | 
117  | 83.7M  | int Classify::GetFontinfoId(ADAPT_CLASS_STRUCT *Class, uint8_t ConfigId) { | 
118  | 83.7M  |   return (ConfigIsPermanent(Class, ConfigId) ? PermConfigFor(Class, ConfigId)->FontinfoId  | 
119  | 83.7M  |                                              : TempConfigFor(Class, ConfigId)->FontinfoId);  | 
120  | 83.7M  | }  | 
121  |  |  | 
122  |  | /// This constructor allocates and returns a new temporary config.  | 
123  |  | ///  | 
124  |  | /// @param MaxProtoId  max id of any proto in new config  | 
125  |  | /// @param FontinfoId font information from pre-trained templates  | 
126  |  | TEMP_CONFIG_STRUCT::TEMP_CONFIG_STRUCT(int maxProtoId, int fontinfoId) :  | 
127  | 1.91k  |   NumTimesSeen(1),  | 
128  | 1.91k  |   ProtoVectorSize(WordsInVectorOfSize(maxProtoId + 1)),  | 
129  | 1.91k  |   MaxProtoId(maxProtoId),  | 
130  | 1.91k  |   Protos(NewBitVector(maxProtoId + 1)),  | 
131  | 1.91k  |   FontinfoId(fontinfoId) { | 
132  | 1.91k  |   zero_all_bits(Protos, ProtoVectorSize);  | 
133  | 1.91k  | }  | 
134  |  |  | 
135  | 1.84k  | TEMP_CONFIG_STRUCT::~TEMP_CONFIG_STRUCT() { | 
136  | 1.84k  |   FreeBitVector(Protos);  | 
137  | 1.84k  | }  | 
138  |  |  | 
139  |  | /*---------------------------------------------------------------------------*/  | 
140  |  | /**  | 
141  |  |  * This routine prints a summary of the adapted templates  | 
142  |  |  *  in Templates to File.  | 
143  |  |  *  | 
144  |  |  * @param File    open text file to print Templates to  | 
145  |  |  * @param Templates adapted templates to print to File  | 
146  |  |  *  | 
147  |  |  * @note Globals: none  | 
148  |  |  */  | 
149  | 0  | void Classify::PrintAdaptedTemplates(FILE *File, ADAPT_TEMPLATES_STRUCT *Templates) { | 
150  | 0  |   INT_CLASS_STRUCT *IClass;  | 
151  | 0  |   ADAPT_CLASS_STRUCT *AClass;  | 
152  |  | 
  | 
153  | 0  |   fprintf(File, "\n\nSUMMARY OF ADAPTED TEMPLATES:\n\n");  | 
154  | 0  |   fprintf(File, "Num classes = %d;  Num permanent classes = %d\n\n", Templates->NumNonEmptyClasses,  | 
155  | 0  |           Templates->NumPermClasses);  | 
156  | 0  |   fprintf(File, "   Id  NC NPC  NP NPP\n");  | 
157  | 0  |   fprintf(File, "------------------------\n");  | 
158  |  | 
  | 
159  | 0  |   for (unsigned i = 0; i < (Templates->Templates)->NumClasses; i++) { | 
160  | 0  |     IClass = Templates->Templates->Class[i];  | 
161  | 0  |     AClass = Templates->Class[i];  | 
162  | 0  |     if (!IsEmptyAdaptedClass(AClass)) { | 
163  | 0  |       fprintf(File, "%5u  %s %3d %3d %3d %3zd\n", i, unicharset.id_to_unichar(i), IClass->NumConfigs,  | 
164  | 0  |               AClass->NumPermConfigs, IClass->NumProtos,  | 
165  | 0  |               IClass->NumProtos - AClass->TempProtos->size());  | 
166  | 0  |     }  | 
167  | 0  |   }  | 
168  | 0  |   fprintf(File, "\n");  | 
169  |  | 
  | 
170  | 0  | } /* PrintAdaptedTemplates */  | 
171  |  |  | 
172  |  | /*---------------------------------------------------------------------------*/  | 
173  |  | /**  | 
174  |  |  * Read an adapted class description from file and return  | 
175  |  |  * a ptr to the adapted class.  | 
176  |  |  *  | 
177  |  |  * @param fp open file to read adapted class from  | 
178  |  |  * @return Ptr to new adapted class.  | 
179  |  |  *  | 
180  |  |  * @note Globals: none  | 
181  |  |  */  | 
182  | 0  | ADAPT_CLASS_STRUCT *ReadAdaptedClass(TFile *fp) { | 
183  | 0  |   int NumTempProtos;  | 
184  | 0  |   int NumConfigs;  | 
185  | 0  |   int i;  | 
186  | 0  |   ADAPT_CLASS_STRUCT *Class;  | 
187  |  |  | 
188  |  |   /* first read high level adapted class structure */  | 
189  | 0  |   Class = new ADAPT_CLASS_STRUCT;  | 
190  | 0  |   fp->FRead(Class, sizeof(ADAPT_CLASS_STRUCT), 1);  | 
191  |  |  | 
192  |  |   /* then read in the definitions of the permanent protos and configs */  | 
193  | 0  |   Class->PermProtos = NewBitVector(MAX_NUM_PROTOS);  | 
194  | 0  |   Class->PermConfigs = NewBitVector(MAX_NUM_CONFIGS);  | 
195  | 0  |   fp->FRead(Class->PermProtos, sizeof(uint32_t), WordsInVectorOfSize(MAX_NUM_PROTOS));  | 
196  | 0  |   fp->FRead(Class->PermConfigs, sizeof(uint32_t), WordsInVectorOfSize(MAX_NUM_CONFIGS));  | 
197  |  |  | 
198  |  |   /* then read in the list of temporary protos */  | 
199  | 0  |   fp->FRead(&NumTempProtos, sizeof(int), 1);  | 
200  | 0  |   Class->TempProtos = NIL_LIST;  | 
201  | 0  |   for (i = 0; i < NumTempProtos; i++) { | 
202  | 0  |     auto TempProto = new TEMP_PROTO_STRUCT;  | 
203  | 0  |     fp->FRead(TempProto, sizeof(TEMP_PROTO_STRUCT), 1);  | 
204  | 0  |     Class->TempProtos = push_last(Class->TempProtos, TempProto);  | 
205  | 0  |   }  | 
206  |  |  | 
207  |  |   /* then read in the adapted configs */  | 
208  | 0  |   fp->FRead(&NumConfigs, sizeof(int), 1);  | 
209  | 0  |   for (i = 0; i < NumConfigs; i++) { | 
210  | 0  |     if (test_bit(Class->PermConfigs, i)) { | 
211  | 0  |       Class->Config[i].Perm = ReadPermConfig(fp);  | 
212  | 0  |     } else { | 
213  | 0  |       Class->Config[i].Temp = ReadTempConfig(fp);  | 
214  | 0  |     }  | 
215  | 0  |   }  | 
216  |  | 
  | 
217  | 0  |   return (Class);  | 
218  |  | 
  | 
219  | 0  | } /* ReadAdaptedClass */  | 
220  |  |  | 
221  |  | /*---------------------------------------------------------------------------*/  | 
222  |  | /**  | 
223  |  |  * Read a set of adapted templates from file and return  | 
224  |  |  * a ptr to the templates.  | 
225  |  |  *  | 
226  |  |  * @param fp open text file to read adapted templates from  | 
227  |  |  * @return Ptr to adapted templates read from file.  | 
228  |  |  *  | 
229  |  |  * @note Globals: none  | 
230  |  |  */  | 
231  | 0  | ADAPT_TEMPLATES_STRUCT *Classify::ReadAdaptedTemplates(TFile *fp) { | 
232  | 0  |   auto Templates = new ADAPT_TEMPLATES_STRUCT;  | 
233  |  |  | 
234  |  |   /* first read the high level adaptive template struct */  | 
235  | 0  |   fp->FRead(Templates, sizeof(ADAPT_TEMPLATES_STRUCT), 1);  | 
236  |  |  | 
237  |  |   /* then read in the basic integer templates */  | 
238  | 0  |   Templates->Templates = ReadIntTemplates(fp);  | 
239  |  |  | 
240  |  |   /* then read in the adaptive info for each class */  | 
241  | 0  |   for (unsigned i = 0; i < (Templates->Templates)->NumClasses; i++) { | 
242  | 0  |     Templates->Class[i] = ReadAdaptedClass(fp);  | 
243  | 0  |   }  | 
244  | 0  |   return (Templates);  | 
245  |  | 
  | 
246  | 0  | } /* ReadAdaptedTemplates */  | 
247  |  |  | 
248  |  | /*---------------------------------------------------------------------------*/  | 
249  |  | /**  | 
250  |  |  * Read a permanent configuration description from file  | 
251  |  |  * and return a ptr to it.  | 
252  |  |  *  | 
253  |  |  * @param fp open file to read permanent config from  | 
254  |  |  * @return Ptr to new permanent configuration description.  | 
255  |  |  *  | 
256  |  |  * @note Globals: none  | 
257  |  |  */  | 
258  | 0  | PERM_CONFIG_STRUCT *ReadPermConfig(TFile *fp) { | 
259  | 0  |   auto Config = new PERM_CONFIG_STRUCT;  | 
260  | 0  |   uint8_t NumAmbigs;  | 
261  | 0  |   fp->FRead(&NumAmbigs, sizeof(NumAmbigs), 1);  | 
262  | 0  |   Config->Ambigs = new UNICHAR_ID[NumAmbigs + 1];  | 
263  | 0  |   fp->FRead(Config->Ambigs, sizeof(UNICHAR_ID), NumAmbigs);  | 
264  | 0  |   Config->Ambigs[NumAmbigs] = -1;  | 
265  | 0  |   fp->FRead(&(Config->FontinfoId), sizeof(int), 1);  | 
266  |  | 
  | 
267  | 0  |   return (Config);  | 
268  |  | 
  | 
269  | 0  | } /* ReadPermConfig */  | 
270  |  |  | 
271  |  | /*---------------------------------------------------------------------------*/  | 
272  |  | /**  | 
273  |  |  * Read a temporary configuration description from file  | 
274  |  |  * and return a ptr to it.  | 
275  |  |  *  | 
276  |  |  * @param fp open file to read temporary config from  | 
277  |  |  * @return Ptr to new temporary configuration description.  | 
278  |  |  *  | 
279  |  |  * @note Globals: none  | 
280  |  |  */  | 
281  | 0  | TEMP_CONFIG_STRUCT *ReadTempConfig(TFile *fp) { | 
282  | 0  |   auto Config = new TEMP_CONFIG_STRUCT;  | 
283  | 0  |   fp->FRead(Config, sizeof(TEMP_CONFIG_STRUCT), 1);  | 
284  |  | 
  | 
285  | 0  |   Config->Protos = NewBitVector(Config->ProtoVectorSize * BITSINLONG);  | 
286  | 0  |   fp->FRead(Config->Protos, sizeof(uint32_t), Config->ProtoVectorSize);  | 
287  |  | 
  | 
288  | 0  |   return (Config);  | 
289  |  | 
  | 
290  | 0  | } /* ReadTempConfig */  | 
291  |  |  | 
292  |  | /*---------------------------------------------------------------------------*/  | 
293  |  | /**  | 
294  |  |  * This routine writes a binary representation of Class  | 
295  |  |  * to File.  | 
296  |  |  *  | 
297  |  |  * @param File    open file to write Class to  | 
298  |  |  * @param Class   adapted class to write to File  | 
299  |  |  * @param NumConfigs  number of configs in Class  | 
300  |  |  *  | 
301  |  |  * @note Globals: none  | 
302  |  |  */  | 
303  | 0  | void WriteAdaptedClass(FILE *File, ADAPT_CLASS_STRUCT *Class, int NumConfigs) { | 
304  |  |   /* first write high level adapted class structure */  | 
305  | 0  |   fwrite(Class, sizeof(ADAPT_CLASS_STRUCT), 1, File);  | 
306  |  |  | 
307  |  |   /* then write out the definitions of the permanent protos and configs */  | 
308  | 0  |   fwrite(Class->PermProtos, sizeof(uint32_t), WordsInVectorOfSize(MAX_NUM_PROTOS), File);  | 
309  | 0  |   fwrite(Class->PermConfigs, sizeof(uint32_t), WordsInVectorOfSize(MAX_NUM_CONFIGS), File);  | 
310  |  |  | 
311  |  |   /* then write out the list of temporary protos */  | 
312  | 0  |   uint32_t NumTempProtos = Class->TempProtos->size();  | 
313  | 0  |   fwrite(&NumTempProtos, sizeof(NumTempProtos), 1, File);  | 
314  | 0  |   auto TempProtos = Class->TempProtos;  | 
315  | 0  |   iterate(TempProtos) { | 
316  | 0  |     void *proto = TempProtos->node;  | 
317  | 0  |     fwrite(proto, sizeof(TEMP_PROTO_STRUCT), 1, File);  | 
318  | 0  |   }  | 
319  |  |  | 
320  |  |   /* then write out the adapted configs */  | 
321  | 0  |   fwrite(&NumConfigs, sizeof(int), 1, File);  | 
322  | 0  |   for (int i = 0; i < NumConfigs; i++) { | 
323  | 0  |     if (test_bit(Class->PermConfigs, i)) { | 
324  | 0  |       WritePermConfig(File, Class->Config[i].Perm);  | 
325  | 0  |     } else { | 
326  | 0  |       WriteTempConfig(File, Class->Config[i].Temp);  | 
327  | 0  |     }  | 
328  | 0  |   }  | 
329  |  | 
  | 
330  | 0  | } /* WriteAdaptedClass */  | 
331  |  |  | 
332  |  | /*---------------------------------------------------------------------------*/  | 
333  |  | /**  | 
334  |  |  * This routine saves Templates to File in a binary format.  | 
335  |  |  *  | 
336  |  |  * @param File    open text file to write Templates to  | 
337  |  |  * @param Templates set of adapted templates to write to File  | 
338  |  |  *  | 
339  |  |  * @note Globals: none  | 
340  |  |  */  | 
341  | 0  | void Classify::WriteAdaptedTemplates(FILE *File, ADAPT_TEMPLATES_STRUCT *Templates) { | 
342  |  |   /* first write the high level adaptive template struct */  | 
343  | 0  |   fwrite(Templates, sizeof(ADAPT_TEMPLATES_STRUCT), 1, File);  | 
344  |  |  | 
345  |  |   /* then write out the basic integer templates */  | 
346  | 0  |   WriteIntTemplates(File, Templates->Templates, unicharset);  | 
347  |  |  | 
348  |  |   /* then write out the adaptive info for each class */  | 
349  | 0  |   for (unsigned i = 0; i < (Templates->Templates)->NumClasses; i++) { | 
350  | 0  |     WriteAdaptedClass(File, Templates->Class[i], Templates->Templates->Class[i]->NumConfigs);  | 
351  | 0  |   }  | 
352  | 0  | } /* WriteAdaptedTemplates */  | 
353  |  |  | 
354  |  | /*---------------------------------------------------------------------------*/  | 
355  |  | /**  | 
356  |  |  * This routine writes a binary representation of a  | 
357  |  |  * permanent configuration to File.  | 
358  |  |  *  | 
359  |  |  * @param File  open file to write Config to  | 
360  |  |  * @param Config  permanent config to write to File  | 
361  |  |  *  | 
362  |  |  * @note Globals: none  | 
363  |  |  */  | 
364  | 0  | void WritePermConfig(FILE *File, PERM_CONFIG_STRUCT *Config) { | 
365  | 0  |   uint8_t NumAmbigs = 0;  | 
366  |  | 
  | 
367  | 0  |   assert(Config != nullptr);  | 
368  | 0  |   while (Config->Ambigs[NumAmbigs] > 0) { | 
369  | 0  |     ++NumAmbigs;  | 
370  | 0  |   }  | 
371  |  | 
  | 
372  | 0  |   fwrite(&NumAmbigs, sizeof(uint8_t), 1, File);  | 
373  | 0  |   fwrite(Config->Ambigs, sizeof(UNICHAR_ID), NumAmbigs, File);  | 
374  | 0  |   fwrite(&(Config->FontinfoId), sizeof(int), 1, File);  | 
375  | 0  | } /* WritePermConfig */  | 
376  |  |  | 
377  |  | /*---------------------------------------------------------------------------*/  | 
378  |  | /**  | 
379  |  |  * This routine writes a binary representation of a  | 
380  |  |  * temporary configuration to File.  | 
381  |  |  *  | 
382  |  |  * @param File  open file to write Config to  | 
383  |  |  * @param Config  temporary config to write to File  | 
384  |  |  *  | 
385  |  |  * @note Globals: none  | 
386  |  |  */  | 
387  | 0  | void WriteTempConfig(FILE *File, TEMP_CONFIG_STRUCT *Config) { | 
388  | 0  |   assert(Config != nullptr);  | 
389  |  | 
  | 
390  | 0  |   fwrite(Config, sizeof(TEMP_CONFIG_STRUCT), 1, File);  | 
391  | 0  |   fwrite(Config->Protos, sizeof(uint32_t), Config->ProtoVectorSize, File);  | 
392  |  | 
  | 
393  | 0  | } /* WriteTempConfig */  | 
394  |  |  | 
395  |  | } // namespace tesseract  |