Efficient Neural Network for Text Recognition in Natural Scenes Based on End-to-End Multi-Scale Attention Mechanism

Efficient Neural Network for Text Recognition in Natural Scenes Based on End-to-End Multi-Scale Attention Mechanism

Text recognition in natural scenes has been a very challenging task in recent years, and rich text semantic information is of great significance for the understanding of a scene. However, text images in natural scenes often contain a lot of noise data, which leads to error detection. The problems of...

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Bibliographic Details
Main Authors: Huiling Peng, Jia Yu, Yalin Nie
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Electronics
Subjects:
end-to-end
multi-scale attention
CNN
detection and recognition
natural scene
Online Access:https://www.mdpi.com/2079-9292/12/6/1395

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