End-to-end scene text detection and recognition algorithm based on Transformer decoders

End-to-end scene text detection and recognition algorithm based on Transformer decoders

Aiming at the detection and recognition task of arbitrary shape text in scene, a novelty scene text detection and recognition algorithm which could be trained by end-to-end algorithm was proposed.Firstly, the detection branch of text aware module based on segmentation idea was introduced to detect s...

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Bibliographic Details
Main Authors: Jinzhi ZHENG, Ruyi JI, Libo ZHANG, Chen ZHAO
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-05-01
Series:Tongxin xuebao
Subjects:
text detection
text recognition
end-to-end
Transformer
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023070/
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