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Review of Chart Recognition in Document Images

机译:审查文档图像中的图表识别

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摘要

As an effective information transmitting way, chart is widely used to represent scientific statistics datum in books, research papers, newspapers etc. Though textual information is still the major source of data, there has been an increasing trend of introducing graphs, pictures, and figures into the information pool. Text recognition techniques for documents have been accomplished using optical character recognition (OCR) software. Chart recognition techniques as a necessary supplement of OCR for document images are still an unsolved problem due to the great subjectiveness and variety of charts styles. This paper reviews the development process of chart recognition techniques in the past decades and presents the focuses of current researches. The whole process of chart recognition is presented systematically, which mainly includes three parts: chart segmentation, chart classification, and chart Interpretation. In each part, the latest research work is introduced. In the last, the paper concludes with a summary and promising future research direction.
机译:作为一种有效的信息传递方式,图表广泛用于表示书籍,研究论文,报纸等中的科学统计数据。尽管文本信息仍然是主要的数据来源,但引入图形,图片和图形的趋势却越来越大。进入信息池。使用光学字符识别(OCR)软件已经实现了文档的文本识别技术。图表识别技术作为文档图像OCR的必要补充,由于图表的主观性和样式多种多样,仍然是一个尚未解决的问题。本文回顾了图表识别技术在过去几十年中的发展过程,并提出了当前研究的重点。系统地介绍了图表识别的整个过程,主要包括图表分割,图表分类和图表解释三部分。在每个部分中,都会介绍最新的研究工作。最后,本文总结了有希望的未来研究方向。

著录项

  • 来源
    《Visualization and data analysis 2013》|2013年|865410.1-865410.8|共8页
  • 会议地点 Burlingame CA(US)
  • 作者单位

    Peking University, Zhongguancun North Street, Beijing, Chiana,State Key Laboratory of Digital Publishing Technology (Peking University Founder Group Co. Ltd.), Chengfu Street, Beijing, China,Postdoctoral Workstation of the Zhongguancun Haidian Science Park, Beijing, China;

    Peking University, Zhongguancun North Street, Beijing, Chiana;

    Peking University, Zhongguancun North Street, Beijing, Chiana;

    Peking University, Zhongguancun North Street, Beijing, Chiana;

    State Key Laboratory of Digital Publishing Technology (Peking University Founder Group Co. Ltd.), Chengfu Street, Beijing, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Chart segmentation; Chart classification; Chart interpretation;

    机译:图表细分;图表分类;图表解释;

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