do_ocr_word_svm T_do_ocr_word_svm DoOcrWordSvm DoOcrWordSvm do_ocr_word_svm (Operator)
Name
do_ocr_word_svm T_do_ocr_word_svm DoOcrWordSvm DoOcrWordSvm do_ocr_word_svm
Signature
void DoOcrWordSvm (const HObject& Character Image OCRHandle Expression NumAlternatives NumCorrections Class Word Score
HTuple HRegion ::DoOcrWordSvm (const HImage& Image OCRHandle Expression NumAlternatives NumCorrections Word Score
HTuple HRegion ::DoOcrWordSvm (const HImage& Image OCRHandle Expression NumAlternatives NumCorrections Word Score
HTuple HRegion ::DoOcrWordSvm (const HImage& Image OCRHandle Expression NumAlternatives NumCorrections Word Score
(
Windows only)
HTuple HOCRSvm ::DoOcrWordSvm (const HRegion& Character Image Expression NumAlternatives NumCorrections Word Score
HTuple HOCRSvm ::DoOcrWordSvm (const HRegion& Character Image Expression NumAlternatives NumCorrections Word Score
HTuple HOCRSvm ::DoOcrWordSvm (const HRegion& Character Image Expression NumAlternatives NumCorrections Word Score
(
Windows only)
static void HOperatorSet .DoOcrWordSvm (HObject character HObject image HTuple OCRHandle HTuple expression HTuple numAlternatives HTuple numCorrections HTuple classVal HTuple word HTuple score
HTuple HRegion .DoOcrWordSvm (HImage image HOCRSvm OCRHandle expression numAlternatives numCorrections word score
HTuple HOCRSvm .DoOcrWordSvm (HRegion character HImage image expression numAlternatives numCorrections word score
def do_ocr_word_svm (character image ocrhandle expression num_alternatives num_corrections
def do_ocr_word_svm_s (character image ocrhandle expression num_alternatives num_corrections
Description
do_ocr_word_svm do_ocr_word_svm DoOcrWordSvm DoOcrWordSvm do_ocr_word_svm do_ocr_multi_class_svm do_ocr_multi_class_svm DoOcrMultiClassSvm DoOcrMultiClassSvm do_ocr_multi_class_svm Character Character Character character character Image Image Image image image OCRHandle OCRHandle OCRHandle OCRHandle ocrhandle Class Class Class classVal class
In contrast to do_ocr_multi_class_svm do_ocr_multi_class_svm DoOcrMultiClassSvm DoOcrMultiClassSvm do_ocr_multi_class_svm do_ocr_word_svm do_ocr_word_svm DoOcrWordSvm DoOcrWordSvm do_ocr_word_svm Word Word Word word word Expression Expression Expression expression expression
The Expression Expression Expression expression expression create_lexicon create_lexicon CreateLexicon CreateLexicon create_lexicon import_lexicon import_lexicon ImportLexicon ImportLexicon import_lexicon '<mylexicon>' "<mylexicon>" "<mylexicon>" "<mylexicon>" "<mylexicon>" Expression Expression Expression expression expression tuple_regexp_match tuple_regexp_match TupleRegexpMatch TupleRegexpMatch tuple_regexp_match tuple_regexp_match tuple_regexp_match TupleRegexpMatch TupleRegexpMatch tuple_regexp_match do_ocr_word_svm do_ocr_word_svm DoOcrWordSvm DoOcrWordSvm do_ocr_word_svm not
support passing extra options in an expression tuple.
If the word derived from the best class for each character does not match
the Expression Expression Expression expression expression do_ocr_word_svm do_ocr_word_svm DoOcrWordSvm DoOcrWordSvm do_ocr_word_svm NumAlternatives NumAlternatives NumAlternatives numAlternatives num_alternatives do_ocr_single_class_svm do_ocr_single_class_svm DoOcrSingleClassSvm DoOcrSingleClassSvm do_ocr_single_class_svm NumCorrections NumCorrections NumCorrections numCorrections num_corrections NumAlternatives NumAlternatives NumAlternatives numAlternatives num_alternatives NumCorrections NumCorrections NumCorrections numCorrections num_corrections
In case the Expression Expression Expression expression expression NumCorrections NumCorrections NumCorrections numCorrections num_corrections suggest_lexicon suggest_lexicon SuggestLexicon SuggestLexicon suggest_lexicon
The resulting word is graded by a Score Score Score score score Score Score Score score score Expression Expression Expression expression expression
num_corr being the actual number of applied corrections and
num_alt the total number of discarded alternatives.
Execution Information
Multithreading type: reentrant (runs in parallel with non-exclusive operators).
Multithreading scope: global (may be called from any thread).
Processed without parallelization.
Parameters
Character Character Character character character region(-array) → object HRegion HObject HObject Hobject
Characters to be recognized.
Image Image Image image image singlechannelimage → object HImage HObject HObject Hobject (byte / uint2)
Gray values of the characters.
OCRHandle OCRHandle OCRHandle OCRHandle ocrhandle ocr_svm → HOCRSvm , HTuple HHandle HTuple Htuple (handle) (IntPtr ) (HHandle ) (handle )
Handle of the OCR classifier.
Expression Expression Expression expression expression string → HTuple str HTuple Htuple (string) (string ) (HString ) (char* )
Expression describing the allowed word structure.
NumAlternatives NumAlternatives NumAlternatives numAlternatives num_alternatives integer → HTuple int HTuple Htuple (integer) (int / long) (Hlong ) (Hlong )
Number of classes per character considered for the
internal word correction.
Default:
3
Suggested values:
3, 4, 5
Value range:
1
≤
NumAlternatives
NumAlternatives
NumAlternatives
numAlternatives
num_alternatives
NumCorrections NumCorrections NumCorrections numCorrections num_corrections integer → HTuple int HTuple Htuple (integer) (int / long) (Hlong ) (Hlong )
Maximum number of corrected characters.
Default:
2
Suggested values:
1, 2, 3, 4, 5
Value range:
0
≤
NumCorrections
NumCorrections
NumCorrections
numCorrections
num_corrections
Class Class Class classVal class string(-array) → HTuple Sequence[str] HTuple Htuple (string) (string ) (HString ) (char* )
Result of classifying the characters with the
SVM.
Number of elements:
Class == Character
Word Word Word word word string → HTuple str HTuple Htuple (string) (string ) (HString ) (char* )
Word text after classification and correction.
Score Score Score score score real → HTuple float HTuple Htuple (real) (double ) (double ) (double )
Measure of similarity between corrected word
and uncorrected classification results.
Complexity
The complexity of checking all possible corrections is of magnitude
Result
If the parameters are valid, the operator
do_ocr_word_svm do_ocr_word_svm DoOcrWordSvm DoOcrWordSvm do_ocr_word_svm 2 (
H_MSG_TRUE )
. If
necessary an exception is raised.
Possible Predecessors
trainf_ocr_class_svm trainf_ocr_class_svm TrainfOcrClassSvm TrainfOcrClassSvm trainf_ocr_class_svm read_ocr_class_svm read_ocr_class_svm ReadOcrClassSvm ReadOcrClassSvm read_ocr_class_svm
Alternatives
do_ocr_multi_class_svm do_ocr_multi_class_svm DoOcrMultiClassSvm DoOcrMultiClassSvm do_ocr_multi_class_svm
See also
create_ocr_class_svm create_ocr_class_svm CreateOcrClassSvm CreateOcrClassSvm create_ocr_class_svm classify_class_svm classify_class_svm ClassifyClassSvm ClassifyClassSvm classify_class_svm
Module
OCR/OCV