Natural scene text detection and recognition with a three-stage local phase-based algorithm

2018 ◽  
Author(s):  
Julia Diaz-Escobar ◽  
Vitaly Kober
Keyword(s):  
Text Detection ◽  
Local Phase ◽  
Natural Scene ◽  
Scene Text Detection ◽  
Scene Text ◽  
Detection And Recognition

Natural scene text detection with MC–MR candidate extraction and coarse-to-fine filtering

2017 ◽  
Vol 260 ◽  
pp. 112-122 ◽  
Author(s):  
Chunna Tian ◽  
Yong Xia ◽  
Xiangnan Zhang ◽  
Xinbo Gao
Keyword(s):  
Text Detection ◽  
Natural Scene ◽  
Scene Text Detection ◽  
Scene Text ◽  
Coarse To Fine

Multilingual Scene Text Detection Using Gradient Morphology

2020 ◽  
Vol 10 (3) ◽  
pp. 31-43 ◽  
Author(s):  
Dibyajyoti Dhar ◽  
Neelotpal Chakraborty ◽  
Sayan Choudhury ◽  
Ashis Paul ◽  
Ayatullah Faruk Mollah ◽  
...  
Keyword(s):  
State Of The Art ◽  
High Sensitivity ◽  
Text Detection ◽  
Interesting Problem ◽  
Natural Scene ◽  
The Past ◽  
Scene Text Detection ◽  
Scene Text ◽  
Multiple Languages ◽  
Natural Scene Images

Text detection in natural scene images is an interesting problem in the field of information retrieval. Several methods have been proposed over the past few decades for scene text detection. However, the robustness and efficiency of these methods are downgraded due to high sensitivity towards various complexities of an image. Also, in multi-lingual environment where texts may occur in multiple languages, a method may not be suitable for detecting scene texts in certain languages. To counter these challenges, a gradient morphology-based method is proposed in this paper that proves to be robust against image complexities and efficiently detects scene texts irrespective of their languages. The method is validated using low quality images from standard multi-lingual datasets like MSRA-TD500 and MLe2e. The performance of the method is compared with that of some state-of-the-art methods, and comparably better results are observed.

scholarly journals Natural Scene Text Detection Based On Multi-level Fusion Proposal Network

2020 ◽  
Vol 790 ◽  
pp. 012051
Author(s):  
Tong Li ◽  
Wanggen Li ◽  
Nannan Zhu ◽  
Xuecheng Gong ◽  
Jiajia Chen
Keyword(s):  
Text Detection ◽  
Natural Scene ◽  
Scene Text Detection ◽  
Scene Text ◽  
Multi Level ◽  
Level Fusion

scholarly journals Arbitrary Shape Natural Scene Text Detection Method Based on Soft Attention Mechanism and Dilated Convolution

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 122685-122694
Author(s):  
Xiao Qin ◽  
Jianhui Jiang ◽  
Chang-An Yuan ◽  
Shaojie Qiao ◽  
Wei Fan
Keyword(s):  
Arbitrary Shape ◽  
Detection Method ◽  
Text Detection ◽  
Attention Mechanism ◽  
Natural Scene ◽  
Dilated Convolution ◽  
Scene Text Detection ◽  
Scene Text
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