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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. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    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.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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