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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Vydané v:	Expert systems with applications Ročník 203; s. 117377
Hlavní autori:	Xiao, Zheng, Nie, Zhenyu, Song, Chao, Chronopoulos, Anthony Theodore
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.10.2022
Predmet:	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
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