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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Veröffentlicht in:	Expert systems with applications Jg. 203; S. 117377
Hauptverfasser:	Xiao, Zheng, Nie, Zhenyu, Song, Chao, Chronopoulos, Anthony Theodore
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.10.2022
Schlagworte:	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-Zugang:	Volltext
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