Display-Semantic Transformer for Scene Text Recognition

Display-Semantic Transformer for Scene Text Recognition

Linguistic knowledge helps a lot in scene text recognition by providing semantic information to refine the character sequence. The visual model only focuses on the visual texture of characters without actively learning linguistic information, which leads to poor model recognition rates in some noisy...

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Bibliographic Details
Main Authors: Xinqi Yang, Wushour Silamu, Miaomiao Xu, Yanbing Li
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
visual information
linguistic knowledge
transformer
scene text recognition
cross-modal attention
Online Access:https://www.mdpi.com/1424-8220/23/19/8159

Internet

https://www.mdpi.com/1424-8220/23/19/8159

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