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FVI: An End-to-end Vietnamese Identification Card Detection and Recognition in Images
NICS 2018 - Proceedings of 2018 5th NAFOSTED Conference on Information and Computer Science Số , năm 2019 (Tập , trang 338-340)
ISSN: 144343
ISSN: 144343
DOI: 10.1109/NICS.2018.8606831
Tài liệu thuộc danh mục: Scopus
Conference Paper
English
Từ khóa: Computer science; Computers; Architecture designs; Efficient detection; Financial service; Identification cards; Modeling technique; Recognition systems; Text detection; Text recognition; Optical character recognition
Tóm tắt tiếng anh
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. � 2018 IEEE.
