An extended attention mechanism for scene text recognition

Scene text recognition (STR) refers to obtaining text information from natural text images. The task is more challenging than the optical character recognition(OCR) due to the variability of scenes. Attention mechanism, which assigns different weights to each feature vector at each time step, guides...

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Bibliographic Details

Published in:	Expert systems with applications Vol. 203; p. 117377
Main Authors:	Xiao, Zheng, Nie, Zhenyu, Song, Chao, Chronopoulos, Anthony Theodore
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.10.2022
Subjects:	Attention on attention Deep neural network Encoder–decoder framework Scene text recognition Attention on attention Deep neural network Encoder–decoder framework Scene text recognition
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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