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tesseract/classify/intproto.cpp
Ray Smith 2c837dffc3 Result of clang tidy on recent merge
2016-11-07 10:46:33 -08:00

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/******************************************************************************
** Filename: intproto.c
** Purpose: Definition of data structures for integer protos.
** Author: Dan Johnson
** History: Thu Feb 7 14:38:16 1991, DSJ, Created.
**
** (c) Copyright Hewlett-Packard Company, 1988.
** Licensed under the Apache License, Version 2.0 (the "License");
** you may not use this file except in compliance with the License.
** You may obtain a copy of the License at
** http://www.apache.org/licenses/LICENSE-2.0
** Unless required by applicable law or agreed to in writing, software
** distributed under the License is distributed on an "AS IS" BASIS,
** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
** See the License for the specific language governing permissions and
** limitations under the License.
******************************************************************************/
/*-----------------------------------------------------------------------------
Include Files and Type Defines
-----------------------------------------------------------------------------*/
#include <math.h>
#include <stdio.h>
#include <assert.h>
#ifdef __UNIX__
#include <unistd.h>
#endif
#include "classify.h"
#include "const.h"
#include "emalloc.h"
#include "fontinfo.h"
#include "genericvector.h"
#include "globals.h"
#include "helpers.h"
#include "intproto.h"
#include "mfoutline.h"
#include "ndminx.h"
#include "picofeat.h"
#include "points.h"
#include "shapetable.h"
#include "svmnode.h"
// Include automatically generated configuration file if running autoconf.
#ifdef HAVE_CONFIG_H
#include "config_auto.h"
#endif
using tesseract::FontSet;
/* match debug display constants*/
#define PROTO_PRUNER_SCALE (4.0)
#define INT_DESCENDER (0.0 * INT_CHAR_NORM_RANGE)
#define INT_BASELINE (0.25 * INT_CHAR_NORM_RANGE)
#define INT_XHEIGHT (0.75 * INT_CHAR_NORM_RANGE)
#define INT_CAPHEIGHT (1.0 * INT_CHAR_NORM_RANGE)
#define INT_XCENTER (0.5 * INT_CHAR_NORM_RANGE)
#define INT_YCENTER (0.5 * INT_CHAR_NORM_RANGE)
#define INT_XRADIUS (0.2 * INT_CHAR_NORM_RANGE)
#define INT_YRADIUS (0.2 * INT_CHAR_NORM_RANGE)
#define INT_MIN_X 0
#define INT_MIN_Y 0
#define INT_MAX_X INT_CHAR_NORM_RANGE
#define INT_MAX_Y INT_CHAR_NORM_RANGE
/** define pad used to snap near horiz/vertical protos to horiz/vertical */
#define HV_TOLERANCE (0.0025) /* approx 0.9 degrees */
typedef enum
{ StartSwitch, EndSwitch, LastSwitch }
SWITCH_TYPE;
#define MAX_NUM_SWITCHES 3
typedef struct
{
SWITCH_TYPE Type;
inT8 X, Y;
inT16 YInit;
inT16 Delta;
}
FILL_SWITCH;
typedef struct
{
uinT8 NextSwitch;
uinT8 AngleStart, AngleEnd;
inT8 X;
inT16 YStart, YEnd;
inT16 StartDelta, EndDelta;
FILL_SWITCH Switch[MAX_NUM_SWITCHES];
}
TABLE_FILLER;
typedef struct
{
inT8 X;
inT8 YStart, YEnd;
uinT8 AngleStart, AngleEnd;
}
FILL_SPEC;
/* constants for conversion from old inttemp format */
#define OLD_MAX_NUM_CONFIGS 32
#define OLD_WERDS_PER_CONFIG_VEC ((OLD_MAX_NUM_CONFIGS + BITS_PER_WERD - 1) /\
BITS_PER_WERD)
/*-----------------------------------------------------------------------------
Macros
-----------------------------------------------------------------------------*/
/** macro for performing circular increments of bucket indices */
#define CircularIncrement(i,r) (((i) < (r) - 1)?((i)++):((i) = 0))
/** macro for mapping floats to ints without bounds checking */
#define MapParam(P,O,N) (floor (((P) + (O)) * (N)))
/*---------------------------------------------------------------------------
Private Function Prototypes
----------------------------------------------------------------------------*/
FLOAT32 BucketStart(int Bucket, FLOAT32 Offset, int NumBuckets);
FLOAT32 BucketEnd(int Bucket, FLOAT32 Offset, int NumBuckets);
void DoFill(FILL_SPEC *FillSpec,
CLASS_PRUNER_STRUCT* Pruner,
register uinT32 ClassMask,
register uinT32 ClassCount,
register uinT32 WordIndex);
BOOL8 FillerDone(TABLE_FILLER *Filler);
void FillPPCircularBits(uinT32
ParamTable[NUM_PP_BUCKETS][WERDS_PER_PP_VECTOR],
int Bit, FLOAT32 Center, FLOAT32 Spread, bool debug);
void FillPPLinearBits(uinT32 ParamTable[NUM_PP_BUCKETS][WERDS_PER_PP_VECTOR],
int Bit, FLOAT32 Center, FLOAT32 Spread, bool debug);
void GetCPPadsForLevel(int Level,
FLOAT32 *EndPad,
FLOAT32 *SidePad,
FLOAT32 *AnglePad);
ScrollView::Color GetMatchColorFor(FLOAT32 Evidence);
void GetNextFill(TABLE_FILLER *Filler, FILL_SPEC *Fill);
void InitTableFiller(FLOAT32 EndPad,
FLOAT32 SidePad,
FLOAT32 AnglePad,
PROTO Proto,
TABLE_FILLER *Filler);
#ifndef GRAPHICS_DISABLED
void RenderIntFeature(ScrollView *window, const INT_FEATURE_STRUCT* Feature,
ScrollView::Color color);
void RenderIntProto(ScrollView *window,
INT_CLASS Class,
PROTO_ID ProtoId,
ScrollView::Color color);
#endif // GRAPHICS_DISABLED
int TruncateParam(FLOAT32 Param, int Min, int Max, char *Id);
/*-----------------------------------------------------------------------------
Global Data Definitions and Declarations
-----------------------------------------------------------------------------*/
/* global display lists used to display proto and feature match information*/
ScrollView *IntMatchWindow = NULL;
ScrollView *FeatureDisplayWindow = NULL;
ScrollView *ProtoDisplayWindow = NULL;
/*-----------------------------------------------------------------------------
Variables
-----------------------------------------------------------------------------*/
/* control knobs */
INT_VAR(classify_num_cp_levels, 3, "Number of Class Pruner Levels");
double_VAR(classify_cp_angle_pad_loose, 45.0,
"Class Pruner Angle Pad Loose");
double_VAR(classify_cp_angle_pad_medium, 20.0,
"Class Pruner Angle Pad Medium");
double_VAR(classify_cp_angle_pad_tight, 10.0,
"CLass Pruner Angle Pad Tight");
double_VAR(classify_cp_end_pad_loose, 0.5, "Class Pruner End Pad Loose");
double_VAR(classify_cp_end_pad_medium, 0.5, "Class Pruner End Pad Medium");
double_VAR(classify_cp_end_pad_tight, 0.5, "Class Pruner End Pad Tight");
double_VAR(classify_cp_side_pad_loose, 2.5, "Class Pruner Side Pad Loose");
double_VAR(classify_cp_side_pad_medium, 1.2, "Class Pruner Side Pad Medium");
double_VAR(classify_cp_side_pad_tight, 0.6, "Class Pruner Side Pad Tight");
double_VAR(classify_pp_angle_pad, 45.0, "Proto Pruner Angle Pad");
double_VAR(classify_pp_end_pad, 0.5, "Proto Prune End Pad");
double_VAR(classify_pp_side_pad, 2.5, "Proto Pruner Side Pad");
/*-----------------------------------------------------------------------------
Public Code
-----------------------------------------------------------------------------*/
/// Builds a feature from an FCOORD for position with all the necessary
/// clipping and rounding.
INT_FEATURE_STRUCT::INT_FEATURE_STRUCT(const FCOORD& pos, uinT8 theta)
: X(ClipToRange<inT16>(static_cast<inT16>(pos.x() + 0.5), 0, 255)),
Y(ClipToRange<inT16>(static_cast<inT16>(pos.y() + 0.5), 0, 255)),
Theta(theta),
CP_misses(0) {
}
/** Builds a feature from ints with all the necessary clipping and casting. */
INT_FEATURE_STRUCT::INT_FEATURE_STRUCT(int x, int y, int theta)
: X(static_cast<uinT8>(ClipToRange(x, 0, MAX_UINT8))),
Y(static_cast<uinT8>(ClipToRange(y, 0, MAX_UINT8))),
Theta(static_cast<uinT8>(ClipToRange(theta, 0, MAX_UINT8))),
CP_misses(0) {
}
/**
* This routine adds a new class structure to a set of
* templates. Classes have to be added to Templates in
* the order of increasing ClassIds.
*
* @param Templates templates to add new class to
* @param ClassId class id to associate new class with
* @param Class class data structure to add to templates
*
* Globals: none
*
* @note Exceptions: none
* @note History: Mon Feb 11 11:52:08 1991, DSJ, Created.
*/
void AddIntClass(INT_TEMPLATES Templates, CLASS_ID ClassId, INT_CLASS Class) {
int Pruner;
assert (LegalClassId (ClassId));
if (ClassId != Templates->NumClasses) {
fprintf(stderr, "Please make sure that classes are added to templates");
fprintf(stderr, " in increasing order of ClassIds\n");
exit(1);
}
ClassForClassId (Templates, ClassId) = Class;
Templates->NumClasses++;
if (Templates->NumClasses > MaxNumClassesIn (Templates)) {
Pruner = Templates->NumClassPruners++;
Templates->ClassPruners[Pruner] = new CLASS_PRUNER_STRUCT;
memset(Templates->ClassPruners[Pruner], 0, sizeof(CLASS_PRUNER_STRUCT));
}
} /* AddIntClass */
/**
* This routine returns the index of the next free config
* in Class.
*
* @param Class class to add new configuration to
*
* Globals: none
*
* @return Index of next free config.
* @note Exceptions: none
* @note History: Mon Feb 11 14:44:40 1991, DSJ, Created.
*/
int AddIntConfig(INT_CLASS Class) {
int Index;
assert(Class->NumConfigs < MAX_NUM_CONFIGS);
Index = Class->NumConfigs++;
Class->ConfigLengths[Index] = 0;
return Index;
} /* AddIntConfig */
/**
* This routine allocates the next free proto in Class and
* returns its index.
*
* @param Class class to add new proto to
*
* Globals: none
*
* @return Proto index of new proto.
* @note Exceptions: none
* @note History: Mon Feb 11 13:26:41 1991, DSJ, Created.
*/
int AddIntProto(INT_CLASS Class) {
int Index;
int ProtoSetId;
PROTO_SET ProtoSet;
INT_PROTO Proto;
uinT32 *Word;
if (Class->NumProtos >= MAX_NUM_PROTOS)
return (NO_PROTO);
Index = Class->NumProtos++;
if (Class->NumProtos > MaxNumIntProtosIn(Class)) {
ProtoSetId = Class->NumProtoSets++;
ProtoSet = (PROTO_SET) Emalloc(sizeof(PROTO_SET_STRUCT));
Class->ProtoSets[ProtoSetId] = ProtoSet;
memset(ProtoSet, 0, sizeof(*ProtoSet));
/* reallocate space for the proto lengths and install in class */
Class->ProtoLengths =
(uinT8 *)Erealloc(Class->ProtoLengths,
MaxNumIntProtosIn(Class) * sizeof(uinT8));
memset(&Class->ProtoLengths[Index], 0,
sizeof(*Class->ProtoLengths) * (MaxNumIntProtosIn(Class) - Index));
}
/* initialize proto so its length is zero and it isn't in any configs */
Class->ProtoLengths[Index] = 0;
Proto = ProtoForProtoId (Class, Index);
for (Word = Proto->Configs;
Word < Proto->Configs + WERDS_PER_CONFIG_VEC; *Word++ = 0);
return (Index);
}
/**
* This routine adds Proto to the class pruning tables
* for the specified class in Templates.
*
* Globals:
* - classify_num_cp_levels number of levels used in the class pruner
* @param Proto floating-pt proto to add to class pruner
* @param ClassId class id corresponding to Proto
* @param Templates set of templates containing class pruner
* @return none
* @note Exceptions: none
* @note History: Wed Feb 13 08:49:54 1991, DSJ, Created.
*/
void AddProtoToClassPruner (PROTO Proto, CLASS_ID ClassId,
INT_TEMPLATES Templates)
#define MAX_LEVEL 2
{
CLASS_PRUNER_STRUCT* Pruner;
uinT32 ClassMask;
uinT32 ClassCount;
uinT32 WordIndex;
int Level;
FLOAT32 EndPad, SidePad, AnglePad;
TABLE_FILLER TableFiller;
FILL_SPEC FillSpec;
Pruner = CPrunerFor (Templates, ClassId);
WordIndex = CPrunerWordIndexFor (ClassId);
ClassMask = CPrunerMaskFor (MAX_LEVEL, ClassId);
for (Level = classify_num_cp_levels - 1; Level >= 0; Level--) {
GetCPPadsForLevel(Level, &EndPad, &SidePad, &AnglePad);
ClassCount = CPrunerMaskFor (Level, ClassId);
InitTableFiller(EndPad, SidePad, AnglePad, Proto, &TableFiller);
while (!FillerDone (&TableFiller)) {
GetNextFill(&TableFiller, &FillSpec);
DoFill(&FillSpec, Pruner, ClassMask, ClassCount, WordIndex);
}
}
} /* AddProtoToClassPruner */
/**
* This routine updates the proto pruner lookup tables
* for Class to include a new proto identified by ProtoId
* and described by Proto.
* @param Proto floating-pt proto to be added to proto pruner
* @param ProtoId id of proto
* @param Class integer class that contains desired proto pruner
* @param debug debug flag
* @note Globals: none
* @return none
* @note Exceptions: none
* @note History: Fri Feb 8 13:07:19 1991, DSJ, Created.
*/
void AddProtoToProtoPruner(PROTO Proto, int ProtoId,
INT_CLASS Class, bool debug) {
FLOAT32 Angle, X, Y, Length;
FLOAT32 Pad;
int Index;
PROTO_SET ProtoSet;
if (ProtoId >= Class->NumProtos)
cprintf("AddProtoToProtoPruner:assert failed: %d < %d",
ProtoId, Class->NumProtos);
assert(ProtoId < Class->NumProtos);
Index = IndexForProto (ProtoId);
ProtoSet = Class->ProtoSets[SetForProto (ProtoId)];
Angle = Proto->Angle;
#ifndef _WIN32
assert(!isnan(Angle));
#endif
FillPPCircularBits (ProtoSet->ProtoPruner[PRUNER_ANGLE], Index,
Angle + ANGLE_SHIFT, classify_pp_angle_pad / 360.0,
debug);
Angle *= 2.0 * PI;
Length = Proto->Length;
X = Proto->X + X_SHIFT;
Pad = MAX (fabs (cos (Angle)) * (Length / 2.0 +
classify_pp_end_pad *
GetPicoFeatureLength ()),
fabs (sin (Angle)) * (classify_pp_side_pad *
GetPicoFeatureLength ()));
FillPPLinearBits(ProtoSet->ProtoPruner[PRUNER_X], Index, X, Pad, debug);
Y = Proto->Y + Y_SHIFT;
Pad = MAX (fabs (sin (Angle)) * (Length / 2.0 +
classify_pp_end_pad *
GetPicoFeatureLength ()),
fabs (cos (Angle)) * (classify_pp_side_pad *
GetPicoFeatureLength ()));
FillPPLinearBits(ProtoSet->ProtoPruner[PRUNER_Y], Index, Y, Pad, debug);
} /* AddProtoToProtoPruner */
/**
* Returns a quantized bucket for the given param shifted by offset,
* notionally (param + offset) * num_buckets, but clipped and casted to the
* appropriate type.
*/
uinT8 Bucket8For(FLOAT32 param, FLOAT32 offset, int num_buckets) {
int bucket = IntCastRounded(MapParam(param, offset, num_buckets));
return static_cast<uinT8>(ClipToRange(bucket, 0, num_buckets - 1));
}
uinT16 Bucket16For(FLOAT32 param, FLOAT32 offset, int num_buckets) {
int bucket = IntCastRounded(MapParam(param, offset, num_buckets));
return static_cast<uinT16>(ClipToRange(bucket, 0, num_buckets - 1));
}
/**
* Returns a quantized bucket for the given circular param shifted by offset,
* notionally (param + offset) * num_buckets, but modded and casted to the
* appropriate type.
*/
uinT8 CircBucketFor(FLOAT32 param, FLOAT32 offset, int num_buckets) {
int bucket = IntCastRounded(MapParam(param, offset, num_buckets));
return static_cast<uinT8>(Modulo(bucket, num_buckets));
} /* CircBucketFor */
#ifndef GRAPHICS_DISABLED
/**
* This routine clears the global feature and proto
* display lists.
*
* Globals:
* - FeatureShapes display list for features
* - ProtoShapes display list for protos
* @return none
* @note Exceptions: none
* @note History: Thu Mar 21 15:40:19 1991, DSJ, Created.
*/
void UpdateMatchDisplay() {
if (IntMatchWindow != NULL)
IntMatchWindow->Update();
} /* ClearMatchDisplay */
#endif
/**
* This operation updates the config vectors of all protos
* in Class to indicate that the protos with 1's in Config
* belong to a new configuration identified by ConfigId.
* It is assumed that the length of the Config bit vector is
* equal to the number of protos in Class.
* @param Config config to be added to class
* @param ConfigId id to be used for new config
* @param Class class to add new config to
* @return none
* @note Globals: none
* @note Exceptions: none
* @note History: Mon Feb 11 14:57:31 1991, DSJ, Created.
*/
void ConvertConfig(BIT_VECTOR Config, int ConfigId, INT_CLASS Class) {
int ProtoId;
INT_PROTO Proto;
int TotalLength;
for (ProtoId = 0, TotalLength = 0;
ProtoId < Class->NumProtos; ProtoId++) {
if (test_bit(Config, ProtoId)) {
Proto = ProtoForProtoId(Class, ProtoId);
SET_BIT(Proto->Configs, ConfigId);
TotalLength += Class->ProtoLengths[ProtoId];
}
}
Class->ConfigLengths[ConfigId] = TotalLength;
} /* ConvertConfig */
namespace tesseract {
/**
* This routine converts Proto to integer format and
* installs it as ProtoId in Class.
* @param Proto floating-pt proto to be converted to integer format
* @param ProtoId id of proto
* @param Class integer class to add converted proto to
* @return none
* @note Globals: none
* @note Exceptions: none
* @note History: Fri Feb 8 11:22:43 1991, DSJ, Created.
*/
void Classify::ConvertProto(PROTO Proto, int ProtoId, INT_CLASS Class) {
INT_PROTO P;
FLOAT32 Param;
assert(ProtoId < Class->NumProtos);
P = ProtoForProtoId(Class, ProtoId);
Param = Proto->A * 128;
P->A = TruncateParam(Param, -128, 127, NULL);
Param = -Proto->B * 256;
P->B = TruncateParam(Param, 0, 255, NULL);
Param = Proto->C * 128;
P->C = TruncateParam(Param, -128, 127, NULL);
Param = Proto->Angle * 256;
if (Param < 0 || Param >= 256)
P->Angle = 0;
else
P->Angle = (uinT8) Param;
/* round proto length to nearest integer number of pico-features */
Param = (Proto->Length / GetPicoFeatureLength()) + 0.5;
Class->ProtoLengths[ProtoId] = TruncateParam(Param, 1, 255, NULL);
if (classify_learning_debug_level >= 2)
cprintf("Converted ffeat to (A=%d,B=%d,C=%d,L=%d)",
P->A, P->B, P->C, Class->ProtoLengths[ProtoId]);
} /* ConvertProto */
/**
* This routine converts from the old floating point format
* to the new integer format.
* @param FloatProtos prototypes in old floating pt format
* @param target_unicharset the UNICHARSET to use
* @return New set of training templates in integer format.
* @note Globals: none
* @note Exceptions: none
* @note History: Thu Feb 7 14:40:42 1991, DSJ, Created.
*/
INT_TEMPLATES Classify::CreateIntTemplates(CLASSES FloatProtos,
const UNICHARSET&
target_unicharset) {
INT_TEMPLATES IntTemplates;
CLASS_TYPE FClass;
INT_CLASS IClass;
int ClassId;
int ProtoId;
int ConfigId;
IntTemplates = NewIntTemplates();
for (ClassId = 0; ClassId < target_unicharset.size(); ClassId++) {
FClass = &(FloatProtos[ClassId]);
if (FClass->NumProtos == 0 && FClass->NumConfigs == 0 &&
strcmp(target_unicharset.id_to_unichar(ClassId), " ") != 0) {
cprintf("Warning: no protos/configs for %s in CreateIntTemplates()\n",
target_unicharset.id_to_unichar(ClassId));
}
assert(UnusedClassIdIn(IntTemplates, ClassId));
IClass = NewIntClass(FClass->NumProtos, FClass->NumConfigs);
FontSet fs;
fs.size = FClass->font_set.size();
fs.configs = new int[fs.size];
for (int i = 0; i < fs.size; ++i) {
fs.configs[i] = FClass->font_set.get(i);
}
if (this->fontset_table_.contains(fs)) {
IClass->font_set_id = this->fontset_table_.get_id(fs);
delete[] fs.configs;
} else {
IClass->font_set_id = this->fontset_table_.push_back(fs);
}
AddIntClass(IntTemplates, ClassId, IClass);
for (ProtoId = 0; ProtoId < FClass->NumProtos; ProtoId++) {
AddIntProto(IClass);
ConvertProto(ProtoIn(FClass, ProtoId), ProtoId, IClass);
AddProtoToProtoPruner(ProtoIn(FClass, ProtoId), ProtoId, IClass,
classify_learning_debug_level >= 2);
AddProtoToClassPruner(ProtoIn(FClass, ProtoId), ClassId, IntTemplates);
}
for (ConfigId = 0; ConfigId < FClass->NumConfigs; ConfigId++) {
AddIntConfig(IClass);
ConvertConfig(FClass->Configurations[ConfigId], ConfigId, IClass);
}
}
return (IntTemplates);
} /* CreateIntTemplates */
} // namespace tesseract
#ifndef GRAPHICS_DISABLED
/**
* This routine renders the specified feature into a
* global display list.
*
* Globals:
* - FeatureShapes global display list for features
* @param Feature pico-feature to be displayed
* @param Evidence best evidence for this feature (0-1)
* @return none
* @note Exceptions: none
* @note History: Thu Mar 21 14:45:04 1991, DSJ, Created.
*/
void DisplayIntFeature(const INT_FEATURE_STRUCT *Feature, FLOAT32 Evidence) {
ScrollView::Color color = GetMatchColorFor(Evidence);
RenderIntFeature(IntMatchWindow, Feature, color);
if (FeatureDisplayWindow) {
RenderIntFeature(FeatureDisplayWindow, Feature, color);
}
} /* DisplayIntFeature */
/**
* This routine renders the specified proto into a
* global display list.
*
* Globals:
* - ProtoShapes global display list for protos
* @param Class class to take proto from
* @param ProtoId id of proto in Class to be displayed
* @param Evidence total evidence for proto (0-1)
* @return none
* @note Exceptions: none
* @note History: Thu Mar 21 14:45:04 1991, DSJ, Created.
*/
void DisplayIntProto(INT_CLASS Class, PROTO_ID ProtoId, FLOAT32 Evidence) {
ScrollView::Color color = GetMatchColorFor(Evidence);
RenderIntProto(IntMatchWindow, Class, ProtoId, color);
if (ProtoDisplayWindow) {
RenderIntProto(ProtoDisplayWindow, Class, ProtoId, color);
}
} /* DisplayIntProto */
#endif
/**
* This routine creates a new integer class data structure
* and returns it. Sufficient space is allocated
* to handle the specified number of protos and configs.
* @param MaxNumProtos number of protos to allocate space for
* @param MaxNumConfigs number of configs to allocate space for
* @return New class created.
* @note Globals: none
* @note Exceptions: none
* @note History: Fri Feb 8 10:51:23 1991, DSJ, Created.
*/
INT_CLASS NewIntClass(int MaxNumProtos, int MaxNumConfigs) {
INT_CLASS Class;
PROTO_SET ProtoSet;
int i;
assert(MaxNumConfigs <= MAX_NUM_CONFIGS);
Class = (INT_CLASS) Emalloc(sizeof(INT_CLASS_STRUCT));
Class->NumProtoSets = ((MaxNumProtos + PROTOS_PER_PROTO_SET - 1) /
PROTOS_PER_PROTO_SET);
assert(Class->NumProtoSets <= MAX_NUM_PROTO_SETS);
Class->NumProtos = 0;
Class->NumConfigs = 0;
for (i = 0; i < Class->NumProtoSets; i++) {
/* allocate space for a proto set, install in class, and initialize */
ProtoSet = (PROTO_SET) Emalloc(sizeof(PROTO_SET_STRUCT));
memset(ProtoSet, 0, sizeof(*ProtoSet));
Class->ProtoSets[i] = ProtoSet;
/* allocate space for the proto lengths and install in class */
}
if (MaxNumIntProtosIn (Class) > 0) {
Class->ProtoLengths =
(uinT8 *)Emalloc(MaxNumIntProtosIn (Class) * sizeof (uinT8));
memset(Class->ProtoLengths, 0,
MaxNumIntProtosIn(Class) * sizeof(*Class->ProtoLengths));
} else {
Class->ProtoLengths = NULL;
}
memset(Class->ConfigLengths, 0, sizeof(Class->ConfigLengths));
return (Class);
} /* NewIntClass */
void free_int_class(INT_CLASS int_class) {
int i;
for (i = 0; i < int_class->NumProtoSets; i++) {
Efree (int_class->ProtoSets[i]);
}
if (int_class->ProtoLengths != NULL) {
Efree (int_class->ProtoLengths);
}
Efree(int_class);
}
/**
* This routine allocates a new set of integer templates
* initialized to hold 0 classes.
* @return The integer templates created.
* @note Globals: none
* @note Exceptions: none
* @note History: Fri Feb 8 08:38:51 1991, DSJ, Created.
*/
INT_TEMPLATES NewIntTemplates() {
INT_TEMPLATES T;
int i;
T = (INT_TEMPLATES) Emalloc (sizeof (INT_TEMPLATES_STRUCT));
T->NumClasses = 0;
T->NumClassPruners = 0;
for (i = 0; i < MAX_NUM_CLASSES; i++)
ClassForClassId (T, i) = NULL;
return (T);
} /* NewIntTemplates */
/*---------------------------------------------------------------------------*/
void free_int_templates(INT_TEMPLATES templates) {
int i;
for (i = 0; i < templates->NumClasses; i++)
free_int_class(templates->Class[i]);
for (i = 0; i < templates->NumClassPruners; i++)
delete templates->ClassPruners[i];
Efree(templates);
}
namespace tesseract {
/**
* This routine reads a set of integer templates from
* File. File must already be open and must be in the
* correct binary format.
* @param File open file to read templates from
* @return Pointer to integer templates read from File.
* @note Globals: none
* @note Exceptions: none
* @note History: Wed Feb 27 11:48:46 1991, DSJ, Created.
*/
INT_TEMPLATES Classify::ReadIntTemplates(FILE *File) {
int i, j, w, x, y, z;
BOOL8 swap;
int nread;
int unicharset_size;
int version_id = 0;
INT_TEMPLATES Templates;
CLASS_PRUNER_STRUCT* Pruner;
INT_CLASS Class;
uinT8 *Lengths;
PROTO_SET ProtoSet;
/* variables for conversion from older inttemp formats */
int b, bit_number, last_cp_bit_number, new_b, new_i, new_w;
CLASS_ID class_id, max_class_id;
inT16 *IndexFor = new inT16[MAX_NUM_CLASSES];
CLASS_ID *ClassIdFor = new CLASS_ID[MAX_NUM_CLASSES];
CLASS_PRUNER_STRUCT **TempClassPruner =
new CLASS_PRUNER_STRUCT*[MAX_NUM_CLASS_PRUNERS];
uinT32 SetBitsForMask = // word with NUM_BITS_PER_CLASS
(1 << NUM_BITS_PER_CLASS) - 1; // set starting at bit 0
uinT32 Mask, NewMask, ClassBits;
int MaxNumConfigs = MAX_NUM_CONFIGS;
int WerdsPerConfigVec = WERDS_PER_CONFIG_VEC;
/* first read the high level template struct */
Templates = NewIntTemplates();
// Read Templates in parts for 64 bit compatibility.
if (fread(&unicharset_size, sizeof(int), 1, File) != 1)
cprintf("Bad read of inttemp!\n");
if (fread(&Templates->NumClasses,
sizeof(Templates->NumClasses), 1, File) != 1 ||
fread(&Templates->NumClassPruners,
sizeof(Templates->NumClassPruners), 1, File) != 1)
cprintf("Bad read of inttemp!\n");
// Swap status is determined automatically.
swap = Templates->NumClassPruners < 0 ||
Templates->NumClassPruners > MAX_NUM_CLASS_PRUNERS;
if (swap) {
Reverse32(&Templates->NumClassPruners);
Reverse32(&Templates->NumClasses);
Reverse32(&unicharset_size);
}
if (Templates->NumClasses < 0) {
// This file has a version id!
version_id = -Templates->NumClasses;
if (fread(&Templates->NumClasses, sizeof(Templates->NumClasses),
1, File) != 1)
cprintf("Bad read of inttemp!\n");
if (swap)
Reverse32(&Templates->NumClasses);
}
if (version_id < 3) {
MaxNumConfigs = OLD_MAX_NUM_CONFIGS;
WerdsPerConfigVec = OLD_WERDS_PER_CONFIG_VEC;
}
if (version_id < 2) {
for (i = 0; i < unicharset_size; ++i) {
if (fread(&IndexFor[i], sizeof(inT16), 1, File) != 1)
cprintf("Bad read of inttemp!\n");
}
for (i = 0; i < Templates->NumClasses; ++i) {
if (fread(&ClassIdFor[i], sizeof(CLASS_ID), 1, File) != 1)
cprintf("Bad read of inttemp!\n");
}
if (swap) {
for (i = 0; i < Templates->NumClasses; i++)
Reverse16(&IndexFor[i]);
for (i = 0; i < Templates->NumClasses; i++)
Reverse32(&ClassIdFor[i]);
}
}
/* then read in the class pruners */
for (i = 0; i < Templates->NumClassPruners; i++) {
Pruner = new CLASS_PRUNER_STRUCT;
if ((nread =
fread(Pruner, 1, sizeof(CLASS_PRUNER_STRUCT),
File)) != sizeof(CLASS_PRUNER_STRUCT))
cprintf("Bad read of inttemp!\n");
if (swap) {
for (x = 0; x < NUM_CP_BUCKETS; x++) {
for (y = 0; y < NUM_CP_BUCKETS; y++) {
for (z = 0; z < NUM_CP_BUCKETS; z++) {
for (w = 0; w < WERDS_PER_CP_VECTOR; w++) {
Reverse32(&Pruner->p[x][y][z][w]);
}
}
}
}
}
if (version_id < 2) {
TempClassPruner[i] = Pruner;
} else {
Templates->ClassPruners[i] = Pruner;
}
}
/* fix class pruners if they came from an old version of inttemp */
if (version_id < 2) {
// Allocate enough class pruners to cover all the class ids.
max_class_id = 0;
for (i = 0; i < Templates->NumClasses; i++)
if (ClassIdFor[i] > max_class_id)
max_class_id = ClassIdFor[i];
for (i = 0; i <= CPrunerIdFor(max_class_id); i++) {
Templates->ClassPruners[i] = new CLASS_PRUNER_STRUCT;
memset(Templates->ClassPruners[i], 0, sizeof(CLASS_PRUNER_STRUCT));
}
// Convert class pruners from the old format (indexed by class index)
// to the new format (indexed by class id).
last_cp_bit_number = NUM_BITS_PER_CLASS * Templates->NumClasses - 1;
for (i = 0; i < Templates->NumClassPruners; i++) {
for (x = 0; x < NUM_CP_BUCKETS; x++)
for (y = 0; y < NUM_CP_BUCKETS; y++)
for (z = 0; z < NUM_CP_BUCKETS; z++)
for (w = 0; w < WERDS_PER_CP_VECTOR; w++) {
if (TempClassPruner[i]->p[x][y][z][w] == 0)
continue;
for (b = 0; b < BITS_PER_WERD; b += NUM_BITS_PER_CLASS) {
bit_number = i * BITS_PER_CP_VECTOR + w * BITS_PER_WERD + b;
if (bit_number > last_cp_bit_number)
break; // the rest of the bits in this word are not used
class_id = ClassIdFor[bit_number / NUM_BITS_PER_CLASS];
// Single out NUM_BITS_PER_CLASS bits relating to class_id.
Mask = SetBitsForMask << b;
ClassBits = TempClassPruner[i]->p[x][y][z][w] & Mask;
// Move these bits to the new position in which they should
// appear (indexed corresponding to the class_id).
new_i = CPrunerIdFor(class_id);
new_w = CPrunerWordIndexFor(class_id);
new_b = CPrunerBitIndexFor(class_id) * NUM_BITS_PER_CLASS;
if (new_b > b) {
ClassBits <<= (new_b - b);
} else {
ClassBits >>= (b - new_b);
}
// Copy bits relating to class_id to the correct position
// in Templates->ClassPruner.
NewMask = SetBitsForMask << new_b;
Templates->ClassPruners[new_i]->p[x][y][z][new_w] &= ~NewMask;
Templates->ClassPruners[new_i]->p[x][y][z][new_w] |= ClassBits;
}
}
}
for (i = 0; i < Templates->NumClassPruners; i++) {
delete TempClassPruner[i];
}
}
/* then read in each class */
for (i = 0; i < Templates->NumClasses; i++) {
/* first read in the high level struct for the class */
Class = (INT_CLASS) Emalloc (sizeof (INT_CLASS_STRUCT));
if (fread(&Class->NumProtos, sizeof(Class->NumProtos), 1, File) != 1 ||
fread(&Class->NumProtoSets, sizeof(Class->NumProtoSets), 1, File) != 1 ||
fread(&Class->NumConfigs, sizeof(Class->NumConfigs), 1, File) != 1)
cprintf ("Bad read of inttemp!\n");
if (version_id == 0) {
// Only version 0 writes 5 pointless pointers to the file.
for (j = 0; j < 5; ++j) {
int junk;
if (fread(&junk, sizeof(junk), 1, File) != 1)
cprintf ("Bad read of inttemp!\n");
}
}
if (version_id < 4) {
for (j = 0; j < MaxNumConfigs; ++j) {
if (fread(&Class->ConfigLengths[j], sizeof(uinT16), 1, File) != 1)
cprintf ("Bad read of inttemp!\n");
}
if (swap) {
Reverse16(&Class->NumProtos);
for (j = 0; j < MaxNumConfigs; j++)
Reverse16(&Class->ConfigLengths[j]);
}
} else {
ASSERT_HOST(Class->NumConfigs < MaxNumConfigs);
for (j = 0; j < Class->NumConfigs; ++j) {
if (fread(&Class->ConfigLengths[j], sizeof(uinT16), 1, File) != 1)
cprintf ("Bad read of inttemp!\n");
}
if (swap) {
Reverse16(&Class->NumProtos);
for (j = 0; j < MaxNumConfigs; j++)
Reverse16(&Class->ConfigLengths[j]);
}
}
if (version_id < 2) {
ClassForClassId (Templates, ClassIdFor[i]) = Class;
} else {
ClassForClassId (Templates, i) = Class;
}
/* then read in the proto lengths */
Lengths = NULL;
if (MaxNumIntProtosIn (Class) > 0) {
Lengths = (uinT8 *)Emalloc(sizeof(uinT8) * MaxNumIntProtosIn(Class));
if ((nread =
fread((char *)Lengths, sizeof(uinT8),
MaxNumIntProtosIn(Class), File)) != MaxNumIntProtosIn (Class))
cprintf ("Bad read of inttemp!\n");
}
Class->ProtoLengths = Lengths;
/* then read in the proto sets */
for (j = 0; j < Class->NumProtoSets; j++) {
ProtoSet = (PROTO_SET)Emalloc(sizeof(PROTO_SET_STRUCT));
if (version_id < 3) {
if ((nread =
fread((char *) &ProtoSet->ProtoPruner, 1,
sizeof(PROTO_PRUNER), File)) != sizeof(PROTO_PRUNER))
cprintf("Bad read of inttemp!\n");
for (x = 0; x < PROTOS_PER_PROTO_SET; x++) {
if ((nread = fread((char *) &ProtoSet->Protos[x].A, 1,
sizeof(inT8), File)) != sizeof(inT8) ||
(nread = fread((char *) &ProtoSet->Protos[x].B, 1,
sizeof(uinT8), File)) != sizeof(uinT8) ||
(nread = fread((char *) &ProtoSet->Protos[x].C, 1,
sizeof(inT8), File)) != sizeof(inT8) ||
(nread = fread((char *) &ProtoSet->Protos[x].Angle, 1,
sizeof(uinT8), File)) != sizeof(uinT8))
cprintf("Bad read of inttemp!\n");
for (y = 0; y < WerdsPerConfigVec; y++)
if ((nread = fread((char *) &ProtoSet->Protos[x].Configs[y], 1,
sizeof(uinT32), File)) != sizeof(uinT32))
cprintf("Bad read of inttemp!\n");
}
} else {
if ((nread =
fread((char *) ProtoSet, 1, sizeof(PROTO_SET_STRUCT),
File)) != sizeof(PROTO_SET_STRUCT))
cprintf("Bad read of inttemp!\n");
}
if (swap) {
for (x = 0; x < NUM_PP_PARAMS; x++)
for (y = 0; y < NUM_PP_BUCKETS; y++)
for (z = 0; z < WERDS_PER_PP_VECTOR; z++)
Reverse32(&ProtoSet->ProtoPruner[x][y][z]);
for (x = 0; x < PROTOS_PER_PROTO_SET; x++)
for (y = 0; y < WerdsPerConfigVec; y++)
Reverse32(&ProtoSet->Protos[x].Configs[y]);
}
Class->ProtoSets[j] = ProtoSet;
}
if (version_id < 4)
Class->font_set_id = -1;
else {
fread(&Class->font_set_id, sizeof(int), 1, File);
if (swap)
Reverse32(&Class->font_set_id);
}
}
if (version_id < 2) {
/* add an empty NULL class with class id 0 */
assert(UnusedClassIdIn (Templates, 0));
ClassForClassId (Templates, 0) = NewIntClass (1, 1);
ClassForClassId (Templates, 0)->font_set_id = -1;
Templates->NumClasses++;
/* make sure the classes are contiguous */
for (i = 0; i < MAX_NUM_CLASSES; i++) {
if (i < Templates->NumClasses) {
if (ClassForClassId (Templates, i) == NULL) {
fprintf(stderr, "Non-contiguous class ids in inttemp\n");
exit(1);
}
} else {
if (ClassForClassId (Templates, i) != NULL) {
fprintf(stderr, "Class id %d exceeds NumClassesIn (Templates) %d\n",
i, Templates->NumClasses);
exit(1);
}
}
}
}
if (version_id >= 4) {
this->fontinfo_table_.read(File, NewPermanentTessCallback(read_info), swap);
if (version_id >= 5) {
this->fontinfo_table_.read(File,
NewPermanentTessCallback(read_spacing_info),
swap);
}
this->fontset_table_.read(File, NewPermanentTessCallback(read_set), swap);
}
// Clean up.
delete[] IndexFor;
delete[] ClassIdFor;
delete[] TempClassPruner;
return (Templates);
} /* ReadIntTemplates */
#ifndef GRAPHICS_DISABLED
/**
* This routine sends the shapes in the global display
* lists to the match debugger window.
*
* Globals:
* - FeatureShapes display list containing feature matches
* - ProtoShapes display list containing proto matches
* @return none
* @note Exceptions: none
* @note History: Thu Mar 21 15:47:33 1991, DSJ, Created.
*/
void Classify::ShowMatchDisplay() {
InitIntMatchWindowIfReqd();
if (ProtoDisplayWindow) {
ProtoDisplayWindow->Clear();
}
if (FeatureDisplayWindow) {
FeatureDisplayWindow->Clear();
}
ClearFeatureSpaceWindow(
static_cast<NORM_METHOD>(static_cast<int>(classify_norm_method)),
IntMatchWindow);
IntMatchWindow->ZoomToRectangle(INT_MIN_X, INT_MIN_Y,
INT_MAX_X, INT_MAX_Y);
if (ProtoDisplayWindow) {
ProtoDisplayWindow->ZoomToRectangle(INT_MIN_X, INT_MIN_Y,
INT_MAX_X, INT_MAX_Y);
}
if (FeatureDisplayWindow) {
FeatureDisplayWindow->ZoomToRectangle(INT_MIN_X, INT_MIN_Y,
INT_MAX_X, INT_MAX_Y);
}
} /* ShowMatchDisplay */
/// Clears the given window and draws the featurespace guides for the
/// appropriate normalization method.
void ClearFeatureSpaceWindow(NORM_METHOD norm_method, ScrollView* window) {
window->Clear();
window->Pen(ScrollView::GREY);
// Draw the feature space limit rectangle.
window->Rectangle(0, 0, INT_MAX_X, INT_MAX_Y);
if (norm_method == baseline) {
window->SetCursor(0, INT_DESCENDER);
window->DrawTo(INT_MAX_X, INT_DESCENDER);
window->SetCursor(0, INT_BASELINE);
window->DrawTo(INT_MAX_X, INT_BASELINE);
window->SetCursor(0, INT_XHEIGHT);
window->DrawTo(INT_MAX_X, INT_XHEIGHT);
window->SetCursor(0, INT_CAPHEIGHT);
window->DrawTo(INT_MAX_X, INT_CAPHEIGHT);
} else {
window->Rectangle(INT_XCENTER - INT_XRADIUS, INT_YCENTER - INT_YRADIUS,
INT_XCENTER + INT_XRADIUS, INT_YCENTER + INT_YRADIUS);
}
}
#endif
/**
* This routine writes Templates to File. The format
* is an efficient binary format. File must already be open
* for writing.
* @param File open file to write templates to
* @param Templates templates to save into File
* @param target_unicharset the UNICHARSET to use
* @return none
* @note Globals: none
* @note Exceptions: none
* @note History: Wed Feb 27 11:48:46 1991, DSJ, Created.
*/
void Classify::WriteIntTemplates(FILE *File, INT_TEMPLATES Templates,
const UNICHARSET& target_unicharset) {
int i, j;
INT_CLASS Class;
int unicharset_size = target_unicharset.size();
int version_id = -5; // When negated by the reader -1 becomes +1 etc.
if (Templates->NumClasses != unicharset_size) {
cprintf("Warning: executing WriteIntTemplates() with %d classes in"
" Templates, while target_unicharset size is %d\n",
Templates->NumClasses, unicharset_size);
}
/* first write the high level template struct */
fwrite(&unicharset_size, sizeof(unicharset_size), 1, File);
fwrite(&version_id, sizeof(version_id), 1, File);
fwrite(&Templates->NumClassPruners, sizeof(Templates->NumClassPruners),
1, File);
fwrite(&Templates->NumClasses, sizeof(Templates->NumClasses), 1, File);
/* then write out the class pruners */
for (i = 0; i < Templates->NumClassPruners; i++)
fwrite(Templates->ClassPruners[i],
sizeof(CLASS_PRUNER_STRUCT), 1, File);
/* then write out each class */
for (i = 0; i < Templates->NumClasses; i++) {
Class = Templates->Class[i];
/* first write out the high level struct for the class */
fwrite(&Class->NumProtos, sizeof(Class->NumProtos), 1, File);
fwrite(&Class->NumProtoSets, sizeof(Class->NumProtoSets), 1, File);
ASSERT_HOST(Class->NumConfigs == this->fontset_table_.get(Class->font_set_id).size);
fwrite(&Class->NumConfigs, sizeof(Class->NumConfigs), 1, File);
for (j = 0; j < Class->NumConfigs; ++j) {
fwrite(&Class->ConfigLengths[j], sizeof(uinT16), 1, File);
}
/* then write out the proto lengths */
if (MaxNumIntProtosIn (Class) > 0) {
fwrite ((char *) (Class->ProtoLengths), sizeof (uinT8),
MaxNumIntProtosIn (Class), File);
}
/* then write out the proto sets */
for (j = 0; j < Class->NumProtoSets; j++)
fwrite ((char *) Class->ProtoSets[j],
sizeof (PROTO_SET_STRUCT), 1, File);
/* then write the fonts info */
fwrite(&Class->font_set_id, sizeof(int), 1, File);
}
/* Write the fonts info tables */
this->fontinfo_table_.write(File, NewPermanentTessCallback(write_info));
this->fontinfo_table_.write(File,
NewPermanentTessCallback(write_spacing_info));
this->fontset_table_.write(File, NewPermanentTessCallback(write_set));
} /* WriteIntTemplates */
} // namespace tesseract
/*-----------------------------------------------------------------------------
Private Code
-----------------------------------------------------------------------------*/
/**
* This routine returns the parameter value which
* corresponds to the beginning of the specified bucket.
* The bucket number should have been generated using the
* BucketFor() function with parameters Offset and NumBuckets.
* @param Bucket bucket whose start is to be computed
* @param Offset offset used to map params to buckets
* @param NumBuckets total number of buckets
* @return Param value corresponding to start position of Bucket.
* @note Globals: none
* @note Exceptions: none
* @note History: Thu Feb 14 13:24:33 1991, DSJ, Created.
*/
FLOAT32 BucketStart(int Bucket, FLOAT32 Offset, int NumBuckets) {
return (((FLOAT32) Bucket / NumBuckets) - Offset);
} /* BucketStart */
/**
* This routine returns the parameter value which
* corresponds to the end of the specified bucket.
* The bucket number should have been generated using the
* BucketFor() function with parameters Offset and NumBuckets.
* @param Bucket bucket whose end is to be computed
* @param Offset offset used to map params to buckets
* @param NumBuckets total number of buckets
* @return Param value corresponding to end position of Bucket.
* @note Globals: none
* @note Exceptions: none
* @note History: Thu Feb 14 13:24:33 1991, DSJ, Created.
*/
FLOAT32 BucketEnd(int Bucket, FLOAT32 Offset, int NumBuckets) {
return (((FLOAT32) (Bucket + 1) / NumBuckets) - Offset);
} /* BucketEnd */
/**
* This routine fills in the section of a class pruner
* corresponding to a single x value for a single proto of
* a class.
* @param FillSpec specifies which bits to fill in pruner
* @param Pruner class pruner to be filled
* @param ClassMask indicates which bits to change in each word
* @param ClassCount indicates what to change bits to
* @param WordIndex indicates which word to change
* @return none
* @note Globals: none
* @note Exceptions: none
* @note History: Tue Feb 19 11:11:29 1991, DSJ, Created.
*/
void DoFill(FILL_SPEC *FillSpec,
CLASS_PRUNER_STRUCT* Pruner,
register uinT32 ClassMask,
register uinT32 ClassCount,
register uinT32 WordIndex) {
int X, Y, Angle;
uinT32 OldWord;
X = FillSpec->X;
if (X < 0)
X = 0;
if (X >= NUM_CP_BUCKETS)
X = NUM_CP_BUCKETS - 1;
if (FillSpec->YStart < 0)
FillSpec->YStart = 0;
if (FillSpec->YEnd >= NUM_CP_BUCKETS)
FillSpec->YEnd = NUM_CP_BUCKETS - 1;
for (Y = FillSpec->YStart; Y <= FillSpec->YEnd; Y++)
for (Angle = FillSpec->AngleStart;
TRUE; CircularIncrement (Angle, NUM_CP_BUCKETS)) {
OldWord = Pruner->p[X][Y][Angle][WordIndex];
if (ClassCount > (OldWord & ClassMask)) {
OldWord &= ~ClassMask;
OldWord |= ClassCount;
Pruner->p[X][Y][Angle][WordIndex] = OldWord;
}
if (Angle == FillSpec->AngleEnd)
break;
}
} /* DoFill */
/**
* Return TRUE if the specified table filler is done, i.e.
* if it has no more lines to fill.
* @param Filler table filler to check if done
* @return TRUE if no more lines to fill, FALSE otherwise.
* @note Globals: none
* @note Exceptions: none
* @note History: Tue Feb 19 10:08:05 1991, DSJ, Created.
*/
BOOL8 FillerDone(TABLE_FILLER *Filler) {
FILL_SWITCH *Next;
Next = &(Filler->Switch[Filler->NextSwitch]);
if (Filler->X > Next->X && Next->Type == LastSwitch)
return (TRUE);
else
return (FALSE);
} /* FillerDone */
/**
* This routine sets Bit in each bit vector whose
* bucket lies within the range Center +- Spread. The fill
* is done for a circular dimension, i.e. bucket 0 is adjacent
* to the last bucket. It is assumed that Center and Spread
* are expressed in a circular coordinate system whose range
* is 0 to 1.
* @param ParamTable table of bit vectors, one per param bucket
* @param Bit bit position in vectors to be filled
* @param Center center of filled area
* @param Spread spread of filled area
* @param debug debug flag
* @return none
* @note Globals: none
* @note Exceptions: none
* @note History: Tue Oct 16 09:26:54 1990, DSJ, Created.
*/
void FillPPCircularBits(uinT32 ParamTable[NUM_PP_BUCKETS][WERDS_PER_PP_VECTOR],
int Bit, FLOAT32 Center, FLOAT32 Spread, bool debug) {
int i, FirstBucket, LastBucket;
if (Spread > 0.5)
Spread = 0.5;
FirstBucket = (int) floor ((Center - Spread) * NUM_PP_BUCKETS);
if (FirstBucket < 0)
FirstBucket += NUM_PP_BUCKETS;
LastBucket = (int) floor ((Center + Spread) * NUM_PP_BUCKETS);
if (LastBucket >= NUM_PP_BUCKETS)
LastBucket -= NUM_PP_BUCKETS;
if (debug) tprintf("Circular fill from %d to %d", FirstBucket, LastBucket);
for (i = FirstBucket; TRUE; CircularIncrement (i, NUM_PP_BUCKETS)) {
SET_BIT (ParamTable[i], Bit);
/* exit loop after we have set the bit for the last bucket */
if (i == LastBucket)
break;
}
} /* FillPPCircularBits */
/**
* This routine sets Bit in each bit vector whose
* bucket lies within the range Center +- Spread. The fill
* is done for a linear dimension, i.e. there is no wrap-around
* for this dimension. It is assumed that Center and Spread
* are expressed in a linear coordinate system whose range
* is approximately 0 to 1. Values outside this range will
* be clipped.
* @param ParamTable table of bit vectors, one per param bucket
* @param Bit bit number being filled
* @param Center center of filled area
* @param Spread spread of filled area
* @param debug debug flag
* @return none
* @note Globals: none
* @note Exceptions: none
* @note History: Tue Oct 16 09:26:54 1990, DSJ, Created.
*/
void FillPPLinearBits(uinT32 ParamTable[NUM_PP_BUCKETS][WERDS_PER_PP_VECTOR],
int Bit, FLOAT32 Center, FLOAT32 Spread, bool debug) {
int i, FirstBucket, LastBucket;
FirstBucket = (int) floor ((Center - Spread) * NUM_PP_BUCKETS);
if (FirstBucket < 0)
FirstBucket = 0;
LastBucket = (int) floor ((Center + Spread) * NUM_PP_BUCKETS);
if (LastBucket >= NUM_PP_BUCKETS)
LastBucket = NUM_PP_BUCKETS - 1;
if (debug) tprintf("Linear fill from %d to %d", FirstBucket, LastBucket);
for (i = FirstBucket; i <= LastBucket; i++)
SET_BIT (ParamTable[i], Bit);
} /* FillPPLinearBits */
/*---------------------------------------------------------------------------*/
#ifndef GRAPHICS_DISABLED
namespace tesseract {
/**
* This routine prompts the user with Prompt and waits
* for the user to enter something in the debug window.
* @param Prompt prompt to print while waiting for input from window
* @param adaptive_on
* @param pretrained_on
* @param shape_id
* @return Character entered in the debug window.
* @note Globals: none
* @note Exceptions: none
* @note History: Thu Mar 21 16:55:13 1991, DSJ, Created.
*/
CLASS_ID Classify::GetClassToDebug(const char *Prompt, bool* adaptive_on,
bool* pretrained_on, int* shape_id) {
tprintf("%s\n", Prompt);
SVEvent* ev;
SVEventType ev_type;
int unichar_id = INVALID_UNICHAR_ID;
// Wait until a click or popup event.
do {
ev = IntMatchWindow->AwaitEvent(SVET_ANY);
ev_type = ev->type;
if (ev_type == SVET_POPUP) {
if (ev->command_id == IDA_SHAPE_INDEX) {
if (shape_table_ != NULL) {
*shape_id = atoi(ev->parameter);
*adaptive_on = false;
*pretrained_on = true;
if (*shape_id >= 0 && *shape_id < shape_table_->NumShapes()) {
int font_id;
shape_table_->GetFirstUnicharAndFont(*shape_id, &unichar_id,
&font_id);
tprintf("Shape %d, first unichar=%d, font=%d\n",
*shape_id, unichar_id, font_id);
return unichar_id;
}
tprintf("Shape index '%s' not found in shape table\n", ev->parameter);
} else {
tprintf("No shape table loaded!\n");
}
} else {
if (unicharset.contains_unichar(ev->parameter)) {
unichar_id = unicharset.unichar_to_id(ev->parameter);
if (ev->command_id == IDA_ADAPTIVE) {
*adaptive_on = true;
*pretrained_on = false;
*shape_id = -1;
} else if (ev->command_id == IDA_STATIC) {
*adaptive_on = false;
*pretrained_on = true;
} else {
*adaptive_on = true;
*pretrained_on = true;
}
if (ev->command_id == IDA_ADAPTIVE || shape_table_ == NULL) {
*shape_id = -1;
return unichar_id;
}
for (int s = 0; s < shape_table_->NumShapes(); ++s) {
if (shape_table_->GetShape(s).ContainsUnichar(unichar_id)) {
tprintf("%s\n", shape_table_->DebugStr(s).string());
}
}
} else {
tprintf("Char class '%s' not found in unicharset",
ev->parameter);
}
}
}
delete ev;
} while (ev_type != SVET_CLICK);
return 0;
} /* GetClassToDebug */
} // namespace tesseract
#endif
/**
* This routine copies the appropriate global pad variables
* into EndPad, SidePad, and AnglePad. This is a kludge used
* to get around the fact that global control variables cannot
* be arrays. If the specified level is illegal, the tightest
* possible pads are returned.
* @param Level "tightness" level to return pads for
* @param EndPad place to put end pad for Level
* @param SidePad place to put side pad for Level
* @param AnglePad place to put angle pad for Level
* @return none (results are returned in EndPad, SidePad, and AnglePad.
* @note Globals: none
* @note Exceptions: none
* @note History: Thu Feb 14 08:26:49 1991, DSJ, Created.
*/
void GetCPPadsForLevel(int Level,
FLOAT32 *EndPad,
FLOAT32 *SidePad,
FLOAT32 *AnglePad) {
switch (Level) {
case 0:
*EndPad = classify_cp_end_pad_loose * GetPicoFeatureLength ();
*SidePad = classify_cp_side_pad_loose * GetPicoFeatureLength ();
*AnglePad = classify_cp_angle_pad_loose / 360.0;
break;
case 1:
*EndPad = classify_cp_end_pad_medium * GetPicoFeatureLength ();
*SidePad = classify_cp_side_pad_medium * GetPicoFeatureLength ();
*AnglePad = classify_cp_angle_pad_medium / 360.0;
break;
case 2:
*EndPad = classify_cp_end_pad_tight * GetPicoFeatureLength ();
*SidePad = classify_cp_side_pad_tight * GetPicoFeatureLength ();
*AnglePad = classify_cp_angle_pad_tight / 360.0;
break;
default:
*EndPad = classify_cp_end_pad_tight * GetPicoFeatureLength ();
*SidePad = classify_cp_side_pad_tight * GetPicoFeatureLength ();
*AnglePad = classify_cp_angle_pad_tight / 360.0;
break;
}
if (*AnglePad > 0.5)
*AnglePad = 0.5;
} /* GetCPPadsForLevel */
/**
* @param Evidence evidence value to return color for
* @return Color which corresponds to specified Evidence value.
* @note Globals: none
* @note Exceptions: none
* @note History: Thu Mar 21 15:24:52 1991, DSJ, Created.
*/
ScrollView::Color GetMatchColorFor(FLOAT32 Evidence) {
assert (Evidence >= 0.0);
assert (Evidence <= 1.0);
if (Evidence >= 0.90)
return ScrollView::WHITE;
else if (Evidence >= 0.75)
return ScrollView::GREEN;
else if (Evidence >= 0.50)
return ScrollView::RED;
else
return ScrollView::BLUE;
} /* GetMatchColorFor */
/**
* This routine returns (in Fill) the specification of
* the next line to be filled from Filler. FillerDone() should
* always be called before GetNextFill() to ensure that we
* do not run past the end of the fill table.
* @param Filler filler to get next fill spec from
* @param Fill place to put spec for next fill
* @return none (results are returned in Fill)
* @note Globals: none
* @note Exceptions: none
* @note History: Tue Feb 19 10:17:42 1991, DSJ, Created.
*/
void GetNextFill(TABLE_FILLER *Filler, FILL_SPEC *Fill) {
FILL_SWITCH *Next;
/* compute the fill assuming no switches will be encountered */
Fill->AngleStart = Filler->AngleStart;
Fill->AngleEnd = Filler->AngleEnd;
Fill->X = Filler->X;
Fill->YStart = Filler->YStart >> 8;
Fill->YEnd = Filler->YEnd >> 8;
/* update the fill info and the filler for ALL switches at this X value */
Next = &(Filler->Switch[Filler->NextSwitch]);
while (Filler->X >= Next->X) {
Fill->X = Filler->X = Next->X;
if (Next->Type == StartSwitch) {
Fill->YStart = Next->Y;
Filler->StartDelta = Next->Delta;
Filler->YStart = Next->YInit;
}
else if (Next->Type == EndSwitch) {
Fill->YEnd = Next->Y;
Filler->EndDelta = Next->Delta;
Filler->YEnd = Next->YInit;
}
else { /* Type must be LastSwitch */
break;
}
Filler->NextSwitch++;
Next = &(Filler->Switch[Filler->NextSwitch]);
}
/* prepare the filler for the next call to this routine */
Filler->X++;
Filler->YStart += Filler->StartDelta;
Filler->YEnd += Filler->EndDelta;
} /* GetNextFill */
/**
* This routine computes a data structure (Filler)
* which can be used to fill in a rectangle surrounding
* the specified Proto.
*
* @param EndPad, SidePad, AnglePad padding to add to proto
* @param Proto proto to create a filler for
* @param Filler place to put table filler
*
* @return none (results are returned in Filler)
* @note Globals: none
* @note Exceptions: none
* @note History: Thu Feb 14 09:27:05 1991, DSJ, Created.
*/
void InitTableFiller (FLOAT32 EndPad, FLOAT32 SidePad,
FLOAT32 AnglePad, PROTO Proto, TABLE_FILLER * Filler)
#define XS X_SHIFT
#define YS Y_SHIFT
#define AS ANGLE_SHIFT
#define NB NUM_CP_BUCKETS
{
FLOAT32 Angle;
FLOAT32 X, Y, HalfLength;
FLOAT32 Cos, Sin;
FLOAT32 XAdjust, YAdjust;
FPOINT Start, Switch1, Switch2, End;
int S1 = 0;
int S2 = 1;
Angle = Proto->Angle;
X = Proto->X;
Y = Proto->Y;
HalfLength = Proto->Length / 2.0;
Filler->AngleStart = CircBucketFor(Angle - AnglePad, AS, NB);
Filler->AngleEnd = CircBucketFor(Angle + AnglePad, AS, NB);
Filler->NextSwitch = 0;
if (fabs (Angle - 0.0) < HV_TOLERANCE || fabs (Angle - 0.5) < HV_TOLERANCE) {
/* horizontal proto - handle as special case */
Filler->X = Bucket8For(X - HalfLength - EndPad, XS, NB);
Filler->YStart = Bucket16For(Y - SidePad, YS, NB * 256);
Filler->YEnd = Bucket16For(Y + SidePad, YS, NB * 256);
Filler->StartDelta = 0;
Filler->EndDelta = 0;
Filler->Switch[0].Type = LastSwitch;
Filler->Switch[0].X = Bucket8For(X + HalfLength + EndPad, XS, NB);
} else if (fabs(Angle - 0.25) < HV_TOLERANCE ||
fabs(Angle - 0.75) < HV_TOLERANCE) {
/* vertical proto - handle as special case */
Filler->X = Bucket8For(X - SidePad, XS, NB);
Filler->YStart = Bucket16For(Y - HalfLength - EndPad, YS, NB * 256);
Filler->YEnd = Bucket16For(Y + HalfLength + EndPad, YS, NB * 256);
Filler->StartDelta = 0;
Filler->EndDelta = 0;
Filler->Switch[0].Type = LastSwitch;
Filler->Switch[0].X = Bucket8For(X + SidePad, XS, NB);
} else {
/* diagonal proto */
if ((Angle > 0.0 && Angle < 0.25) || (Angle > 0.5 && Angle < 0.75)) {
/* rising diagonal proto */
Angle *= 2.0 * PI;
Cos = fabs(cos(Angle));
Sin = fabs(sin(Angle));
/* compute the positions of the corners of the acceptance region */
Start.x = X - (HalfLength + EndPad) * Cos - SidePad * Sin;
Start.y = Y - (HalfLength + EndPad) * Sin + SidePad * Cos;
End.x = 2.0 * X - Start.x;
End.y = 2.0 * Y - Start.y;
Switch1.x = X - (HalfLength + EndPad) * Cos + SidePad * Sin;
Switch1.y = Y - (HalfLength + EndPad) * Sin - SidePad * Cos;
Switch2.x = 2.0 * X - Switch1.x;
Switch2.y = 2.0 * Y - Switch1.y;
if (Switch1.x > Switch2.x) {
S1 = 1;
S2 = 0;
}
/* translate into bucket positions and deltas */
Filler->X = Bucket8For(Start.x, XS, NB);
Filler->StartDelta = -(inT16) ((Cos / Sin) * 256);
Filler->EndDelta = (inT16) ((Sin / Cos) * 256);
XAdjust = BucketEnd(Filler->X, XS, NB) - Start.x;
YAdjust = XAdjust * Cos / Sin;
Filler->YStart = Bucket16For(Start.y - YAdjust, YS, NB * 256);
YAdjust = XAdjust * Sin / Cos;
Filler->YEnd = Bucket16For(Start.y + YAdjust, YS, NB * 256);
Filler->Switch[S1].Type = StartSwitch;
Filler->Switch[S1].X = Bucket8For(Switch1.x, XS, NB);
Filler->Switch[S1].Y = Bucket8For(Switch1.y, YS, NB);
XAdjust = Switch1.x - BucketStart(Filler->Switch[S1].X, XS, NB);
YAdjust = XAdjust * Sin / Cos;
Filler->Switch[S1].YInit = Bucket16For(Switch1.y - YAdjust, YS, NB * 256);
Filler->Switch[S1].Delta = Filler->EndDelta;
Filler->Switch[S2].Type = EndSwitch;
Filler->Switch[S2].X = Bucket8For(Switch2.x, XS, NB);
Filler->Switch[S2].Y = Bucket8For(Switch2.y, YS, NB);
XAdjust = Switch2.x - BucketStart(Filler->Switch[S2].X, XS, NB);
YAdjust = XAdjust * Cos / Sin;
Filler->Switch[S2].YInit = Bucket16For(Switch2.y + YAdjust, YS, NB * 256);
Filler->Switch[S2].Delta = Filler->StartDelta;
Filler->Switch[2].Type = LastSwitch;
Filler->Switch[2].X = Bucket8For(End.x, XS, NB);
} else {
/* falling diagonal proto */
Angle *= 2.0 * PI;
Cos = fabs(cos(Angle));
Sin = fabs(sin(Angle));
/* compute the positions of the corners of the acceptance region */
Start.x = X - (HalfLength + EndPad) * Cos - SidePad * Sin;
Start.y = Y + (HalfLength + EndPad) * Sin - SidePad * Cos;
End.x = 2.0 * X - Start.x;
End.y = 2.0 * Y - Start.y;
Switch1.x = X - (HalfLength + EndPad) * Cos + SidePad * Sin;
Switch1.y = Y + (HalfLength + EndPad) * Sin + SidePad * Cos;
Switch2.x = 2.0 * X - Switch1.x;
Switch2.y = 2.0 * Y - Switch1.y;
if (Switch1.x > Switch2.x) {
S1 = 1;
S2 = 0;
}
/* translate into bucket positions and deltas */
Filler->X = Bucket8For(Start.x, XS, NB);
Filler->StartDelta = static_cast<inT16>(ClipToRange<int>(
-IntCastRounded((Sin / Cos) * 256), MIN_INT16, MAX_INT16));
Filler->EndDelta = static_cast<inT16>(ClipToRange<int>(
IntCastRounded((Cos / Sin) * 256), MIN_INT16, MAX_INT16));
XAdjust = BucketEnd(Filler->X, XS, NB) - Start.x;
YAdjust = XAdjust * Sin / Cos;
Filler->YStart = Bucket16For(Start.y - YAdjust, YS, NB * 256);
YAdjust = XAdjust * Cos / Sin;
Filler->YEnd = Bucket16For(Start.y + YAdjust, YS, NB * 256);
Filler->Switch[S1].Type = EndSwitch;
Filler->Switch[S1].X = Bucket8For(Switch1.x, XS, NB);
Filler->Switch[S1].Y = Bucket8For(Switch1.y, YS, NB);
XAdjust = Switch1.x - BucketStart(Filler->Switch[S1].X, XS, NB);
YAdjust = XAdjust * Sin / Cos;
Filler->Switch[S1].YInit = Bucket16For(Switch1.y + YAdjust, YS, NB * 256);
Filler->Switch[S1].Delta = Filler->StartDelta;
Filler->Switch[S2].Type = StartSwitch;
Filler->Switch[S2].X = Bucket8For(Switch2.x, XS, NB);
Filler->Switch[S2].Y = Bucket8For(Switch2.y, YS, NB);
XAdjust = Switch2.x - BucketStart(Filler->Switch[S2].X, XS, NB);
YAdjust = XAdjust * Cos / Sin;
Filler->Switch[S2].YInit = Bucket16For(Switch2.y - YAdjust, YS, NB * 256);
Filler->Switch[S2].Delta = Filler->EndDelta;
Filler->Switch[2].Type = LastSwitch;
Filler->Switch[2].X = Bucket8For(End.x, XS, NB);
}
}
} /* InitTableFiller */
/*---------------------------------------------------------------------------*/
#ifndef GRAPHICS_DISABLED
/**
* This routine renders the specified feature into ShapeList.
* @param window to add feature rendering to
* @param Feature feature to be rendered
* @param color color to use for feature rendering
* @return New shape list with rendering of Feature added.
* @note Globals: none
* @note Exceptions: none
* @note History: Thu Mar 21 14:57:41 1991, DSJ, Created.
*/
void RenderIntFeature(ScrollView *window, const INT_FEATURE_STRUCT* Feature,
ScrollView::Color color) {
FLOAT32 X, Y, Dx, Dy, Length;
window->Pen(color);
assert(Feature != NULL);
assert(color != 0);
X = Feature->X;
Y = Feature->Y;
Length = GetPicoFeatureLength() * 0.7 * INT_CHAR_NORM_RANGE;
// The -PI has no significant effect here, but the value of Theta is computed
// using BinaryAnglePlusPi in intfx.cpp.
Dx = (Length / 2.0) * cos((Feature->Theta / 256.0) * 2.0 * PI - PI);
Dy = (Length / 2.0) * sin((Feature->Theta / 256.0) * 2.0 * PI - PI);
window->SetCursor(X, Y);
window->DrawTo(X + Dx, Y + Dy);
} /* RenderIntFeature */
/**
* This routine extracts the parameters of the specified
* proto from the class description and adds a rendering of
* the proto onto the ShapeList.
*
* @param window ScrollView instance
* @param Class class that proto is contained in
* @param ProtoId id of proto to be rendered
* @param color color to render proto in
*
* Globals: none
*
* @return New shape list with a rendering of one proto added.
* @note Exceptions: none
* @note History: Thu Mar 21 10:21:09 1991, DSJ, Created.
*/
void RenderIntProto(ScrollView *window,
INT_CLASS Class,
PROTO_ID ProtoId,
ScrollView::Color color) {
PROTO_SET ProtoSet;
INT_PROTO Proto;
int ProtoSetIndex;
int ProtoWordIndex;
FLOAT32 Length;
int Xmin, Xmax, Ymin, Ymax;
FLOAT32 X, Y, Dx, Dy;
uinT32 ProtoMask;
int Bucket;
assert(ProtoId >= 0);
assert(Class != NULL);
assert(ProtoId < Class->NumProtos);
assert(color != 0);
window->Pen(color);
ProtoSet = Class->ProtoSets[SetForProto(ProtoId)];
ProtoSetIndex = IndexForProto(ProtoId);
Proto = &(ProtoSet->Protos[ProtoSetIndex]);
Length = (Class->ProtoLengths[ProtoId] *
GetPicoFeatureLength() * INT_CHAR_NORM_RANGE);
ProtoMask = PPrunerMaskFor(ProtoId);
ProtoWordIndex = PPrunerWordIndexFor(ProtoId);
// find the x and y extent of the proto from the proto pruning table
Xmin = Ymin = NUM_PP_BUCKETS;
Xmax = Ymax = 0;
for (Bucket = 0; Bucket < NUM_PP_BUCKETS; Bucket++) {
if (ProtoMask & ProtoSet->ProtoPruner[PRUNER_X][Bucket][ProtoWordIndex]) {
UpdateRange(Bucket, &Xmin, &Xmax);
}
if (ProtoMask & ProtoSet->ProtoPruner[PRUNER_Y][Bucket][ProtoWordIndex]) {
UpdateRange(Bucket, &Ymin, &Ymax);
}
}
X = (Xmin + Xmax + 1) / 2.0 * PROTO_PRUNER_SCALE;
Y = (Ymin + Ymax + 1) / 2.0 * PROTO_PRUNER_SCALE;
// The -PI has no significant effect here, but the value of Theta is computed
// using BinaryAnglePlusPi in intfx.cpp.
Dx = (Length / 2.0) * cos((Proto->Angle / 256.0) * 2.0 * PI - PI);
Dy = (Length / 2.0) * sin((Proto->Angle / 256.0) * 2.0 * PI - PI);
window->SetCursor(X - Dx, Y - Dy);
window->DrawTo(X + Dx, Y + Dy);
} /* RenderIntProto */
#endif
/**
* This routine truncates Param to lie within the range
* of Min-Max inclusive. If a truncation is performed, and
* Id is not null, an warning message is printed.
*
* @param Param parameter value to be truncated
* @param Min, Max parameter limits (inclusive)
* @param Id string id of parameter for error messages
*
* Globals: none
*
* @return Truncated parameter.
* @note Exceptions: none
* @note History: Fri Feb 8 11:54:28 1991, DSJ, Created.
*/
int TruncateParam(FLOAT32 Param, int Min, int Max, char *Id) {
if (Param < Min) {
if (Id)
cprintf("Warning: Param %s truncated from %f to %d!\n",
Id, Param, Min);
Param = Min;
} else if (Param > Max) {
if (Id)
cprintf("Warning: Param %s truncated from %f to %d!\n",
Id, Param, Max);
Param = Max;
}
return static_cast<int>(floor(Param));
} /* TruncateParam */
#ifndef GRAPHICS_DISABLED
/**
* Initializes the int matcher window if it is not already
* initialized.
*/
void InitIntMatchWindowIfReqd() {
if (IntMatchWindow == NULL) {
IntMatchWindow = CreateFeatureSpaceWindow("IntMatchWindow", 50, 200);
SVMenuNode* popup_menu = new SVMenuNode();
popup_menu->AddChild("Debug Adapted classes", IDA_ADAPTIVE,
"x", "Class to debug");
popup_menu->AddChild("Debug Static classes", IDA_STATIC,
"x", "Class to debug");
popup_menu->AddChild("Debug Both", IDA_BOTH,
"x", "Class to debug");
popup_menu->AddChild("Debug Shape Index", IDA_SHAPE_INDEX,
"0", "Index to debug");
popup_menu->BuildMenu(IntMatchWindow, false);
}
}
/**
* Initializes the proto display window if it is not already
* initialized.
*/
void InitProtoDisplayWindowIfReqd() {
if (ProtoDisplayWindow == NULL) {
ProtoDisplayWindow = CreateFeatureSpaceWindow("ProtoDisplayWindow",
550, 200);
}
}
/**
* Initializes the feature display window if it is not already
* initialized.
*/
void InitFeatureDisplayWindowIfReqd() {
if (FeatureDisplayWindow == NULL) {
FeatureDisplayWindow = CreateFeatureSpaceWindow("FeatureDisplayWindow",
50, 700);
}
}
/// Creates a window of the appropriate size for displaying elements
/// in feature space.
ScrollView* CreateFeatureSpaceWindow(const char* name, int xpos, int ypos) {
return new ScrollView(name, xpos, ypos, 520, 520, 260, 260, true);
}
#endif // GRAPHICS_DISABLED
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