scholarly journals A Fine-Grained Approach to Scene Text Script Identification

2016 ◽  
Author(s):  
Lluis Gomez ◽  
Dimosthenis Karatzas
Keyword(s):  
Script Identification ◽  
Fine Grained ◽  
Scene Text

Script Identification from Camera-Captured Multi-script Scene Text Components

2018 ◽  
pp. 159-166 ◽  
Author(s):  
Madhuram Jajoo ◽  
Neelotpal Chakraborty ◽  
Ayatullah Faruk Mollah ◽  
Subhadip Basu ◽  
Ram Sarkar
Keyword(s):  
Script Identification ◽  
Scene Text

scholarly journals Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition

2019 ◽  
Vol 33 ◽  
pp. 8610-8617 ◽  
Author(s):  
Hui Li ◽  
Peng Wang ◽  
Chunhua Shen ◽  
Guyu Zhang
Keyword(s):  
State Of The Art ◽  
Text Recognition ◽  
Natural Scene ◽  
Fine Grained ◽  
Word Level ◽  
Scene Text ◽  
Sophisticated Model ◽  
Regular Text ◽  
Algorithm Implementation ◽  
Scene Text Recognition

Recognizing irregular text in natural scene images is challenging due to the large variance in text appearance, such as curvature, orientation and distortion. Most existing approaches rely heavily on sophisticated model designs and/or extra fine-grained annotations, which, to some extent, increase the difficulty in algorithm implementation and data collection. In this work, we propose an easy-to-implement strong baseline for irregular scene text recognition, using offthe-shelf neural network components and only word-level annotations. It is composed of a 31-layer ResNet, an LSTMbased encoder-decoder framework and a 2-dimensional attention module. Despite its simplicity, the proposed method is robust. It achieves state-of-the-art performance on irregular text recognition benchmarks and comparable results on regular text datasets. The code will be released.

scholarly journals Patch Aggregator for Scene Text Script Identification

2019 ◽  
Author(s):  
Changxu Cheng ◽  
Qiuhui Huang ◽  
Xiang Bai ◽  
Bin Feng ◽  
Wenyu Liu
Keyword(s):  
Script Identification ◽  
Scene Text

Residual attention-based multi-scale script identification in scene text images

2021 ◽  
Vol 421 ◽  
pp. 222-233
Author(s):  
Mengkai Ma ◽  
Qiu-Feng Wang ◽  
Shan Huang ◽  
Shen Huang ◽  
Yannis Goulermas ◽  
...  
Keyword(s):  
Script Identification ◽  
Multi Scale ◽  
Scene Text ◽  
Text Images

scholarly journals Improving patch-based scene text script identification with ensembles of conjoined networks

2017 ◽  
Vol 67 ◽  
pp. 85-96 ◽  
Author(s):  
Lluis Gomez ◽  
Anguelos Nicolaou ◽  
Dimosthenis Karatzas
Keyword(s):  
Script Identification ◽  
Scene Text

Fine-Grained Language Identification in Scene Text Images

2021 ◽  
Author(s):  
Yongrui Li ◽  
Shilian Wu ◽  
Jun Yu ◽  
Zengfu Wang
Keyword(s):  
Language Identification ◽  
Fine Grained ◽  
Scene Text ◽  
Text Images
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