Handwritten character recognition using piecewise linear two-dimensional warping

Mohammad Asad Ronee, Seiichi Uchida, Hiroaki Sakoe

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

27 被引用数 (Scopus)

抄録

In this paper, the effectiveness of piecewise linear two-dimensional warping, a dynamic programming-based elastic image matching technique, in handwritten character recognition is investigated. The present technique is capable of providing compensation for most variations in character patterns with tractable computation. The superiority of the present technique over several conventional two-dimensional warping techniques in variation compensating is experimentally justified. Another comparison with mono-tonic and continuous two-dimensional warping, a more flexible matching technique, reveals that the present method takes far less computation than the latter, yet provides almost the same recognition accuracy for most categories.

本文言語英語
ホスト出版物のタイトルProceedings - 6th International Conference on Document Analysis and Recognition, ICDAR 2001
出版社IEEE Computer Society
ページ39-43
ページ数5
ISBN(電子版)0769512631, 0769512631, 0769512631
DOI
出版ステータス出版済み - 1月 1 2001
イベント6th International Conference on Document Analysis and Recognition, ICDAR 2001 - Seattle, 米国
継続期間: 9月 10 20019月 13 2001

出版物シリーズ

名前Proceedings of the International Conference on Document Analysis and Recognition, ICDAR
2001-January
ISSN(印刷版)1520-5363

その他

その他6th International Conference on Document Analysis and Recognition, ICDAR 2001
国/地域米国
CitySeattle
Period9/10/019/13/01

!!!All Science Journal Classification (ASJC) codes

  • コンピュータ ビジョンおよびパターン認識

フィンガープリント

「Handwritten character recognition using piecewise linear two-dimensional warping」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル