Recognition of handwritten Latin characters with diacritics using CNN

Recognition of handwritten Latin characters with diacritics using CNN

Convolutional Neural Networks (CNN) have achieved huge popularity in solving problems in image analysis and in text recognition. In this work, we assess the effectiveness of CNN-based architectures where a network is trained in recognizing handwritten characters based on Latin script. European langu...

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Bibliographic Details
Main Authors: Edyta Lukasik, Malgorzata Charytanowicz, Marek Milosz, Michail Tokovarov, Monika Kaczorowska, Dariusz Czerwinski, Tomasz Zientarski
Format: Article
Language:English
Published: Polish Academy of Sciences 2021-01-01
Series:Bulletin of the Polish Academy of Sciences: Technical Sciences
Subjects:
handwritten documents
diacritics
neural networks
character recognition
deep learning
Online Access:https://journals.pan.pl/Content/119099/PDF/12_01819_Bpast.No.69(1)_13.01.21_K1_A.pdf

Internet

https://journals.pan.pl/Content/119099/PDF/12_01819_Bpast.No.69(1)_13.01.21_K1_A.pdf

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