Training data synthesis in text recognition problem solved in three-dimensional space
Informacionnye tehnologii i vyčislitelnye sistemy, no. 3 (2014), pp. 82-88
Cet article a éte moissonné depuis la source Math-Net.Ru
This paper is considered training data formation for machine learning methods in the context of text recognition problem. Initial data is a set of images containing documents with Machine Readable Zone (MRZ) shown a camera in some orientation. Relative positions of the camera and the document, light and camera models may vary within wide limits.
Keywords:
mono-font text recognition, synthesis of training data, neural networks.
@article{ITVS_2014_3_a7,
author = {D. P. Nikolaev and D. V. Polevoy and N. A. Tarasova},
title = {Training data synthesis in text recognition problem solved in three-dimensional space},
journal = {Informacionnye tehnologii i vy\v{c}islitelnye sistemy},
pages = {82--88},
year = {2014},
number = {3},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/ITVS_2014_3_a7/}
}
TY - JOUR AU - D. P. Nikolaev AU - D. V. Polevoy AU - N. A. Tarasova TI - Training data synthesis in text recognition problem solved in three-dimensional space JO - Informacionnye tehnologii i vyčislitelnye sistemy PY - 2014 SP - 82 EP - 88 IS - 3 UR - http://geodesic.mathdoc.fr/item/ITVS_2014_3_a7/ LA - ru ID - ITVS_2014_3_a7 ER -
%0 Journal Article %A D. P. Nikolaev %A D. V. Polevoy %A N. A. Tarasova %T Training data synthesis in text recognition problem solved in three-dimensional space %J Informacionnye tehnologii i vyčislitelnye sistemy %D 2014 %P 82-88 %N 3 %U http://geodesic.mathdoc.fr/item/ITVS_2014_3_a7/ %G ru %F ITVS_2014_3_a7
D. P. Nikolaev; D. V. Polevoy; N. A. Tarasova. Training data synthesis in text recognition problem solved in three-dimensional space. Informacionnye tehnologii i vyčislitelnye sistemy, no. 3 (2014), pp. 82-88. http://geodesic.mathdoc.fr/item/ITVS_2014_3_a7/