Geodesic
A model for assessing the reliability of document text field recognition
Informacionnye tehnologii i vyčislitelnye sistemy, no. 4 (2022), pp. 3-12.

Voir la notice de l'article provenant de la source Math-Net.Ru

In this paper, we propose a model for assessing the reliability of simultaneous recognition for two text fields with the same content in a printed document. An example of such pairs could be the fields “amount” and “amount in words”. The model analytically assesses the probability of independent recognition results in several fields to be coherent, while the fields in reality may be coherent and not coherent. We suggest a method for evaluating a single character recognition reliability that allows for a given multicharacter word recognition reliability threshold.
Keywords: document recognition, error probability evaluation, probabilistic model for document text field recognition, character recognition, document authentication. 
@article{ITVS_2022_4_a0,
     author = {V. V. Arlazarov and A. V. Chuiko and O. A. Slavin},
     title = {A model for assessing the reliability of document text field recognition},
     journal = {Informacionnye tehnologii i vy\v{c}islitelnye sistemy},
     pages = {3--12},
     publisher = {mathdoc},
     number = {4},
     year = {2022},
     language = {en},
     url = {http://geodesic.mathdoc.fr/item/ITVS_2022_4_a0/}
}
TY  - JOUR
AU  - V. V. Arlazarov
AU  - A. V. Chuiko
AU  - O. A. Slavin
TI  - A model for assessing the reliability of document text field recognition
JO  - Informacionnye tehnologii i vyčislitelnye sistemy
PY  - 2022
SP  - 3
EP  - 12
IS  - 4
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/ITVS_2022_4_a0/
LA  - en
ID  - ITVS_2022_4_a0
ER  - 
%0 Journal Article
%A V. V. Arlazarov
%A A. V. Chuiko
%A O. A. Slavin
%T A model for assessing the reliability of document text field recognition
%J Informacionnye tehnologii i vyčislitelnye sistemy
%D 2022
%P 3-12
%N 4
%I mathdoc
%U http://geodesic.mathdoc.fr/item/ITVS_2022_4_a0/
%G en
%F ITVS_2022_4_a0
V. V. Arlazarov; A. V. Chuiko; O. A. Slavin. A model for assessing the reliability of document text field recognition. Informacionnye tehnologii i vyčislitelnye sistemy, no. 4 (2022), pp. 3-12. http://geodesic.mathdoc.fr/item/ITVS_2022_4_a0/