講演抄録/キーワード |
講演名 |
2016-03-24 13:30
Preparation of an Unconstrained Vietnamese Online Handwriting Database and Recognition Experiments by BLSTM ○Hung Tuan Nguyen・Cuong Tuan Nguyen(Tokyo Univ. of Agri. and Tech.)・Pham The Bao(Ho Chi Minh City University of Science)・Masaki Nakagawa(Tokyo Univ. of Agri. and Tech.) BioX2015-51 PRMU2015-174 |
抄録 |
(和) |
(まだ登録されていません) |
(英) |
In this paper, we present preparation of a Vietnamese online handwriting database and recognition experiments employing BLSTM using the database. All patterns in our database are collected on pen-based computers. Besides, we introduce our software tool for collecting patterns and analyzing handwriting patterns in our database. To develop an online Vietnamese handwriting recognizer and prove the suitability of our database for further researches, we apply BLSTM, well-known recurrent neural networks for recognition. The result is promising although we cannot compare the result with previous research since this is the first publication to our knowledge. We are going to make our database publicly available for research purpose since it would be the base for future researches in Vietnamese handwriting recognition. |
キーワード |
(和) |
/ / / / / / / |
(英) |
Vietnamese online handwriting / online handwriting / database / handwriting recognition / / / / |
文献情報 |
信学技報, vol. 115, no. 517, PRMU2015-174, pp. 59-64, 2016年3月. |
資料番号 |
PRMU2015-174 |
発行日 |
2016-03-17 (BioX, PRMU) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
著作権に ついて |
技術研究報告に掲載された論文の著作権は電子情報通信学会に帰属します.(許諾番号:10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
PDFダウンロード |
BioX2015-51 PRMU2015-174 |
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