INFORMATION TECHNOLOGY OF TEXT AREAS LOCALIZATION ON A COMPLEX BACKGROUND

  • С. Г. Антощук
  • Н. Кхань
  • Н. А. Николенко

Abstract

The information technology of text areas localization in the image with a complex background has been developed. The suggested by the authors' method of text areas localization in images with complex background, based on convolutional neural network, is a basis of proposed information technology. The method takes into account the image's multi-scale decomposition on wavelet basis and training on basis of a characters probabilistic model. The information technology using will improve accuracy and robustness of text areas localization

Published
2019-03-04
How to Cite
Антощук, С., Кхань, Н., & Николенко, Н. (2019). INFORMATION TECHNOLOGY OF TEXT AREAS LOCALIZATION ON A COMPLEX BACKGROUND. Electrotechnic and Computer Systems, (16(92), 114-121. Retrieved from https://eltecs.opu.ua/index.php/journal/article/view/1690
Section
Dynamic Systems' Modelling

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