Touching character separation in Chinese handwriting using visibility-based foreground analysis

Liang Xu*, Fei Yin, Qiu Feng Wang, Cheng Lin Liu

*Corresponding author for this work

Research output: Chapter in Book or Report/Conference proceedingConference Proceedingpeer-review

8 Citations (Scopus)

Abstract

In offline handwritten text recognition, the separation of touching characters remains a challenge due to the variability of touching structures. This paper proposes a new touching character separation method for Chinese handwriting based on skeleton analysis and contour analysis incorporating the visibility of separating points. Separating points are detected from strokes that are common in both upper and lower skeleton tracing, and the profile visibility of strokes and separating points is analyzed to adjust and verify separating points. Our experiments on two large handwriting databases demonstrate the effectiveness of the proposed method.

Original languageEnglish
Title of host publicationProceedings - 11th International Conference on Document Analysis and Recognition, ICDAR 2011
Pages859-863
Number of pages5
DOIs
Publication statusPublished - 2011
Externally publishedYes
Event11th International Conference on Document Analysis and Recognition, ICDAR 2011 - Beijing, China
Duration: 18 Sept 201121 Sept 2011

Publication series

NameProceedings of the International Conference on Document Analysis and Recognition, ICDAR
ISSN (Print)1520-5363

Conference

Conference11th International Conference on Document Analysis and Recognition, ICDAR 2011
Country/TerritoryChina
CityBeijing
Period18/09/1121/09/11

Keywords

  • contour analysis
  • segmentation
  • skeleton analysis
  • touching character separation
  • visibility analysis

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