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An End-to-end Vietnamese Identification Card Detection and Recognition in Images

by content 25.03.2021
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Authors: Hoang Danh Liem; Nguyen Duc Minh; Nguyen Bao Trung; Hoang Tien Duc; Pham Hoang Hiep; Doan Viet Dung; Dang Hoang Vu

Abstract: The neccesity of digitializing all old constrained forms such identification card or register book have become a critical issue due to the importance of practical applications for sales or financial services. To address this issue, we develop an End-to-end Identification Card Recognition system which allows us to quickly detect, recognize text and extract important information from the ID card. We not only present the modeling technique for efficient detection and recognition of texts but also the architecture design of FVI which is currently deployed in several organizations. We performed extensive evaluations of the designed system as the verification of our efficient system for a large-scale detecion and recognition of constrained forms.

Published in: 2018 5th NAFOSTED Conference on Information and Computer Science (NICS)

Date of Conference: 23-24 Nov. 2018

Date Added to IEEE Xplore10 January 2019

ISBN Information:

INSPEC Accession Number: 18374660

DOI: 10.1109/NICS.2018.8606831

Publisher: IEEE

Conference Location: Ho Chi Minh City, Vietnam

See more: https://ieeexplore.ieee.org/document/8606831