Automated dotted arabic expiration date extraction using optimized convolutional autoencoder and custom CRNN

Abstract In this research, we presented a novel method for extracting dotted Arabic expiration dates automatically. Our approach utilizes an optimized convolutional autoencoder combined with a bidirectional to reconstruct Arabic dot-matrix expiration dates into their corresponding filled-in formats....

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Bibliographic Details
Main Authors: Hozaifa Zaki, Ghada Soliman
Format: Article
Language:English
Published: SpringerOpen 2025-06-01
Series:Journal of Electrical Systems and Information Technology
Online Access:https://doi.org/10.1186/s43067-025-00210-3
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