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Structure Analysis for Plane Geometry Figures

机译:平面几何图形的结构分析

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摘要

As there are increasing numbers of digital documents for education purpose, we realize that there is not a retrieval application for mathematic plane geometry images. In this paper, we propose a method for retrieving plane geometry figures (PGFs), which often appear in geometry books and digital documents. First, detecting algorithms are applied to detect common basic geometry shapes from a PGF image. Based on all basic shapes, we analyze the structural relationships between two basic shapes and combine some of them to a compound shape to build the PGF descriptor. Afterwards, we apply matching function to retrieve candidate PGF images with ranking. The great contribution of the paper is that we propose a structure analysis method to better describe the spatial relationships in such image composed of many overlapped shapes. Experimental results demonstrate that our analysis method and shape descriptor can obtain good retrieval results with relatively high effectiveness and efficiency.
机译:随着用于教育目的的数字文档的数量不断增加,我们意识到没有针对数学平面几何图像的检索应用程序。在本文中,我们提出了一种检索平面几何图形(PGF)的方法,该图形经常出现在几何书籍和数字文档中。首先,将检测算法应用于从PGF图像检测常见的基本几何形状。基于所有基本形状,我们分析了两个基本形状之间的结构关系,并将其中一些组合为复合形状以构建PGF描述子。然后,我们应用匹配函数来检索具有排名的候选P​​GF图像。本文的重大贡献是我们提出了一种结构分析方法,以更好地描述这种由许多重叠形状组成的图像中的空间关系。实验结果表明,我们的分析方法和形状描述符能够以较高的有效性和效率获得良好的检索结果。

著录项

  • 来源
    《Document recognition and retrieval XXI》|2014年|9021OR.1-9021OR.11|共11页
  • 会议地点 San Francisco CA(US)
  • 作者单位

    Institute of Computer Science Technology, Peking University, Beijing, China;

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

    Institute of Computer Science Technology, Peking University, Beijing, China;

    Institute of Computer Science Technology, Peking University, Beijing, China;

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

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

    plane geometry figure; structure analysis; compound shape; document image retrieval;

    机译:平面几何图形;结构分析;复合形状文档图像检索;
  • 入库时间 2022-08-26 14:31:19

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