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Word grouping in document images based on voronoi tessellation

  • Yue Lu*
  • , Zhe Wang
  • , Chew Lim Tan
  • *此作品的通讯作者
  • National University of Singapore

科研成果: 书/报告/会议事项章节章节同行评审

摘要

Voronoi tessellation of image elements provides an intuitive and appealing definition of proximity, which has been suggested as an effective tool for the description of relations among the neighboring objects in a digital image. In this paper, a Voronoi tessellation based method is presented for word grouping in document images. The Voronoi neighborhoods are generated from the Voronoi tessellation, with the information about the relations and distances of neighboring connected components, based on which word grouping is carried out. The proposed method has been evaluated on a variety of document images. The experimental results show that it has achieved promising results with a high accuracy, and is robust to various font types, styles, sizes, skew angles, as well as different text orientations.

源语言英语
主期刊名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
编辑Simone Marinai, Andreas Dengel
出版商Springer Verlag
147-157
页数11
ISBN(印刷版)3540230602
DOI
出版状态已出版 - 2004

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
3163
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

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