A handwritten character recognition method based on unconstrained elastic matching and eigen-deformations

Seiichi Uchida, Hiroaki Sakoe

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

A fast elastic matching based handwritten character recognition method is investigated. In the method, an unconstrained elastic matching technique, where the matching is optimized locally and individually on each pixel, is utilized together with its a posteriori evaluation based on the eigen-deformations of handwritten characters. Our experimental results show that high recognition rates can be attained by the present method with feasible computations.

Original languageEnglish
Title of host publicationProceedings - 8th International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002
Pages72-77
Number of pages6
DOIs
Publication statusPublished - Dec 1 2002
Event8th International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002 - Ontario, ON, Canada
Duration: Aug 6 2002Aug 8 2002

Publication series

NameProceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR
ISSN (Print)1550-5235

Other

Other8th International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002
CountryCanada
CityOntario, ON
Period8/6/028/8/02

Fingerprint

Character recognition
Pixels

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Vision and Pattern Recognition

Cite this

Uchida, S., & Sakoe, H. (2002). A handwritten character recognition method based on unconstrained elastic matching and eigen-deformations. In Proceedings - 8th International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002 (pp. 72-77). [1030887] (Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR). https://doi.org/10.1109/IWFHR.2002.1030887

A handwritten character recognition method based on unconstrained elastic matching and eigen-deformations. / Uchida, Seiichi; Sakoe, Hiroaki.

Proceedings - 8th International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002. 2002. p. 72-77 1030887 (Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Uchida, S & Sakoe, H 2002, A handwritten character recognition method based on unconstrained elastic matching and eigen-deformations. in Proceedings - 8th International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002., 1030887, Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR, pp. 72-77, 8th International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002, Ontario, ON, Canada, 8/6/02. https://doi.org/10.1109/IWFHR.2002.1030887
Uchida S, Sakoe H. A handwritten character recognition method based on unconstrained elastic matching and eigen-deformations. In Proceedings - 8th International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002. 2002. p. 72-77. 1030887. (Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR). https://doi.org/10.1109/IWFHR.2002.1030887
Uchida, Seiichi ; Sakoe, Hiroaki. / A handwritten character recognition method based on unconstrained elastic matching and eigen-deformations. Proceedings - 8th International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002. 2002. pp. 72-77 (Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR).
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