Structure extraction from decorated characters using multiscale images

Shi N.ichiro Omachi, Masaki Inoue, Hirotomo Aso

Research output: Contribution to journalArticle

13 Citations (Scopus)

Abstract

Decorated characters are widely used in various documents. Practical optical character reader is required to deal with not only common fonts but also complex designed fonts. However, since the appearances of decorated characters are complicated, most general character recognition systems cannot give good performances on decorated characters. In this paper, an algorithm that can extract character's essential structure from a decorated character is proposed. This algorithm is applied in preprocessing of character recognition. The proposed algorithm consists of three procedures: global structure extraction, interpolation of structure, and smoothing. By using multiscale images, topographical features, such as ridges and ravines are detected for structure extraction. Ridges are used for extracting global structure and ravines are used for interpolation. Experimental results show character structures are clearly extracted from very complex decorated characters.

Original languageEnglish
Pages (from-to)315-322
Number of pages8
JournalIEEE Transactions on Pattern Analysis and Machine Intelligence
Volume23
Issue number3
DOIs
Publication statusPublished - 2001 Mar 1

Keywords

  • Character recognition
  • Decorated character
  • OCR
  • Structure extraction

ASJC Scopus subject areas

  • Software
  • Computer Vision and Pattern Recognition
  • Computational Theory and Mathematics
  • Artificial Intelligence
  • Applied Mathematics

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