INFORMATION TECHNOLOGY OF TEXT AREAS LOCALIZATION ON A COMPLEX BACKGROUND
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