Presentation 2006-02-24
On-line Character Recognition based on Subspace Method and DP Matching
Hiroto MITOMA, Seiichi UCHIDA, Hiroaki SAKOE,
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Abstract(in English) The authors have investigated into online character recognition technique with quadratic discriminant function of a difference vector, which expresses a global feature of a character. This technique successfully reduced the misrecognitions due to overfitting. On the other hand, this technique also caused the misrecognitions due to insufficient of training samples. In this report, which is a further study of the previous investigation, we newly investigate the method based on the subspace method and DP matching. The results of recognition experiment on UNIPEN database showed the usefulness of the proposed technique.
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Keyword(in English) online character recognition / DP matching / subspace method / UNIPEN database
Paper # TL2005-88,PRMU2005-223
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Conference Information
Committee PRMU
Conference Date 2006/2/17(1days)
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Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) On-line Character Recognition based on Subspace Method and DP Matching
Sub Title (in English)
Keyword(1) online character recognition
Keyword(2) DP matching
Keyword(3) subspace method
Keyword(4) UNIPEN database
1st Author's Name Hiroto MITOMA
1st Author's Affiliation Graduate School of Information Science and Electrical Engineering, Kyushu University()
2nd Author's Name Seiichi UCHIDA
2nd Author's Affiliation Faculty of Information Science and Electrical Engineering, Kyushu University
3rd Author's Name Hiroaki SAKOE
3rd Author's Affiliation Faculty of Information Science and Electrical Engineering, Kyushu University
Date 2006-02-24
Paper # TL2005-88,PRMU2005-223
Volume (vol) vol.105
Number (no) 615
Page pp.pp.-
#Pages 6
Date of Issue