Technology of Graphic & Image
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App. Res. of Comp. Printed Article
Vol. 38, 2021 No. 8
2474-2478,2484

Scene text detection based polygon offset mask and border augmentation

Zhang Zhia,b,c
Qin Yaoa,b,c
Gu Jinguanga,b,c
a. College of Computer Science & Technology, b. Hubei Province Key Laboratory of Intelligent Information Processing & Real-Time Industrial System, c. Big Data Science & Engineering Research Institute, Wuhan University of Science & Technology, Wuhan 430065, China
DOI: 10.19734/j.issn.1001-3695.2020.07.0388

Abstract

At present, multi-oriented text detection methods have achieved good performance on various benchmarks, but there are still some difficulties in detecting arbitrary shaped text, especially text instances with different sizes, shapes, directions, colors, and styles. In order to better distinguish between continuous arbitrary-shaped text instances and surrounding non-text regions, this paper proposed a segmentation-based text detector that used polygon offset mask and border augmentation to detect arbitrary shaped scene text. In order to evaluate the effectiveness of the proposed method, this paper conducted multiple sets of comparative experiments on public benchmarks such as ICDAR2015 and Total-Text dataset. The experimental results prove that the proposed method has more excellent performance.

Foundation Support

国家自然科学基金资助项目(61673304)
国家社会科学基金重大计划资助项目(11&ZD189)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2020.07.0388
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 8
Section: Technology of Graphic & Image
Pages: 2474-2478,2484
Serial Number: 1001-3695(2021)08-042-2474-05

Publish History

[2021-08-05] Printed Article

Cite This Article

张智, 秦瑶, 顾进广. 基于多边形偏移蒙版和边界增强的场景文本检测 [J]. 计算机应用研究, 2021, 38 (8): 2474-2478,2484. (Zhang Zhi, Qin Yao, Gu Jinguang. Scene text detection based polygon offset mask and border augmentation [J]. Application Research of Computers, 2021, 38 (8): 2474-2478,2484. )

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  • Application Research of Computers Monthly Journal
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    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

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