Prototype setting for elastic matching-based image pattern recognition

Naoki Matsumoto, Seiichi Uchida, Hiroaki Sakoe

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

2 Citations (Scopus)

Abstract

The purpose of this paper is to emphasize the importance the consistency between the distance measures on prototype setting and discrimination in elastic matching (EM)based recognition. Specifically, this paper focuses on the following points: (i) confirmation of performance degradation when Euclidean distance is used on prototype setting whereas EM-distance is used on discrimination, and (ii) proposal of new prototype setting algorithm where this inconsistency is avoided. Through an experiment of handwritten character recognition, the effectiveness of the proposed algorithm was quantified.

Original languageEnglish
Title of host publicationProceedings of the 17th International Conference on Pattern Recognition, ICPR 2004
EditorsJ. Kittler, M. Petrou, M. Nixon
Pages224-227
Number of pages4
Volume1
DOIs
Publication statusPublished - Dec 17 2004
EventProceedings of the 17th International Conference on Pattern Recognition, ICPR 2004 - Cambridge, United Kingdom
Duration: Aug 23 2004Aug 26 2004

Other

OtherProceedings of the 17th International Conference on Pattern Recognition, ICPR 2004
CountryUnited Kingdom
CityCambridge
Period8/23/048/26/04

Fingerprint

Pattern recognition
Character recognition
Degradation
Experiments

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Computer Vision and Pattern Recognition
  • Hardware and Architecture

Cite this

Matsumoto, N., Uchida, S., & Sakoe, H. (2004). Prototype setting for elastic matching-based image pattern recognition. In J. Kittler, M. Petrou, & M. Nixon (Eds.), Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004 (Vol. 1, pp. 224-227) https://doi.org/10.1109/ICPR.2004.1334064

Prototype setting for elastic matching-based image pattern recognition. / Matsumoto, Naoki; Uchida, Seiichi; Sakoe, Hiroaki.

Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. ed. / J. Kittler; M. Petrou; M. Nixon. Vol. 1 2004. p. 224-227.

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

Matsumoto, N, Uchida, S & Sakoe, H 2004, Prototype setting for elastic matching-based image pattern recognition. in J Kittler, M Petrou & M Nixon (eds), Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. vol. 1, pp. 224-227, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004, Cambridge, United Kingdom, 8/23/04. https://doi.org/10.1109/ICPR.2004.1334064
Matsumoto N, Uchida S, Sakoe H. Prototype setting for elastic matching-based image pattern recognition. In Kittler J, Petrou M, Nixon M, editors, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Vol. 1. 2004. p. 224-227 https://doi.org/10.1109/ICPR.2004.1334064
Matsumoto, Naoki ; Uchida, Seiichi ; Sakoe, Hiroaki. / Prototype setting for elastic matching-based image pattern recognition. Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. editor / J. Kittler ; M. Petrou ; M. Nixon. Vol. 1 2004. pp. 224-227
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