Structure extraction from decorated characters using multiscale images

Shi N.ichiro Omachi, Masaki Inoue, Hirotomo Aso

研究成果: Article査読

14 被引用数 (Scopus)

抄録

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.

本文言語English
ページ(範囲)315-322
ページ数8
ジャーナルIEEE Transactions on Pattern Analysis and Machine Intelligence
23
3
DOI
出版ステータスPublished - 2001 3

ASJC Scopus subject areas

  • ソフトウェア
  • コンピュータ ビジョンおよびパターン認識
  • 計算理論と計算数学
  • 人工知能
  • 応用数学

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