A Robust End-to-End Neural Network for Scene Text Detection

2018 ◽  
pp. 160-168
Author(s):  
Qi Yuan ◽  
Haojie Li ◽  
Zhihui Wang ◽  
Xin Fan ◽  
Zhongxuan Luo
Keyword(s):  
Neural Network ◽  
Text Detection ◽  
Scene Text Detection ◽  
Scene Text ◽  
End To End

Pelee-Text: A Tiny Convolutional Neural Network for Multi-oriented Scene Text Detection

2019 ◽  
Author(s):  
Manuel A. Cordova ◽  
Luis G. L. Decker ◽  
Jose L. Flores-Campana ◽  
Andreza A. dos Santos ◽  
Jhonatas S. Conceicao ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Text Detection ◽  
Scene Text Detection ◽  
Scene Text

scholarly journals All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting

2020 ◽  
Vol 34 (07) ◽  
pp. 12160-12167 ◽  
Author(s):  
Hao Wang ◽  
Pu Lu ◽  
Hui Zhang ◽  
Mingkun Yang ◽  
Xiang Bai ◽  
...  
Keyword(s):  
Computer Vision ◽  
State Of The Art ◽  
Text Detection ◽  
Text Recognition ◽  
Scene Text Detection ◽  
Scene Text ◽  
End To End ◽  
Text Spotting ◽  
Set Of Points ◽  
Instance Segmentation

Recently, end-to-end text spotting that aims to detect and recognize text from cluttered images simultaneously has received particularly growing interest in computer vision. Different from the existing approaches that formulate text detection as bounding box extraction or instance segmentation, we localize a set of points on the boundary of each text instance. With the representation of such boundary points, we establish a simple yet effective scheme for end-to-end text spotting, which can read the text of arbitrary shapes. Experiments on three challenging datasets, including ICDAR2015, TotalText and COCO-Text demonstrate that the proposed method consistently surpasses the state-of-the-art in both scene text detection and end-to-end text recognition tasks.

scholarly journals Football Match Scene Text Detection Based on Convolutional Neural Network

2018 ◽  
Vol 1087 ◽  
pp. 052036
Author(s):  
Yang Li ◽  
Shaobin Li ◽  
Yunchao Xie ◽  
Lei Chen ◽  
Shuang Feng
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Text Detection ◽  
Scene Text Detection ◽  
Football Match ◽  
Scene Text

scholarly journals Pelee-Text++: A Tiny Neural Network for Scene Text Detection

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 223172-223188
Author(s):  
Manuel Cordova ◽  
Allan Pinto ◽  
Helio Pedrini ◽  
Ricardo da Silva Torres
Keyword(s):  
Neural Network ◽  
Text Detection ◽  
Scene Text Detection ◽  
Scene Text

scholarly journals Text-Attentional Convolutional Neural Network for Scene Text Detection

2016 ◽  
Vol 25 (6) ◽  
pp. 2529-2541 ◽  
Author(s):  
Tong He ◽  
Weilin Huang ◽  
Yu Qiao ◽  
Jian Yao
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Text Detection ◽  
Scene Text Detection ◽  
Scene Text

EEM: An End-to-end Evaluation Metric for Scene Text Detection and Recognition

2021 ◽  
pp. 95-108
Author(s):  
Jiedong Hao ◽  
Yafei Wen ◽  
Jie Deng ◽  
Jun Gan ◽  
Shuai Ren ◽  
...  
Keyword(s):  
Text Detection ◽  
Scene Text Detection ◽  
Scene Text ◽  
End To End ◽  
Evaluation Metric ◽  
Detection And Recognition
Sign in / Sign up

Export Citation Format

Share Document