Attention-Based Fully Gated CNN-BGRU for Russian Handwritten Text

This article considers the task of handwritten text recognition using attention-based encoder–decoder networks trained in the Kazakh and Russian languages. We have developed a novel deep neural network model based on a fully gated CNN, supported by multiple bidirectional gated recurrent unit (BGRU)...

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Bibliographic Details
Main Authors: Abdelrahman Abdallah, Mohamed Hamada, Daniyar Nurseitov
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/6/12/141