Lightweight Scene Text Recognition Based on Transformer

Lightweight Scene Text Recognition Based on Transformer

Scene text recognition (STR) has been a hot research field in computer vision, aiming to recognize text in natural scenes using computers. Currently, attention-based encoder–decoder frameworks struggle to precisely align feature regions with the target object when dealing with complex and low-qualit...

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Bibliographic Details
Main Authors: Xin Luan, Jinwei Zhang, Miaomiao Xu, Wushouer Silamu, Yanbing Li
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Sensors
Subjects:
scene text recognition
transformer
attention mechanism
Online Access:https://www.mdpi.com/1424-8220/23/9/4490

Internet

https://www.mdpi.com/1424-8220/23/9/4490

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