| 電子情報通信学会 研究会発表申込システム 講演論文 詳細 |
技報閲覧サービス [ログイン] 技報アーカイブ |
| トップに戻る | 前のページに戻る | [Japanese] / [English] |
| 講演抄録／キーワード | ||
| 講演名 | 2014-11-06 15:50 Isan Dhamma Character Recognition on Palm Leaves based on Logistic Model Tree ○Preecha Khakham・Narumol Chumuang・Mahasak Ketcham（King Mongkut Univ. of Tech.）  IA2014-55 |
|
| 抄録 | （和） | This paper proposes a new approach for Isan Dhamma handwriting on palm leaves character recognition system based on Logistic Model Tree (LMT). The proposed system consist of three main process. The first is image preprocessing, feature extraction and Isan Dhamma handwriting recognition. LMT consists of a standard decision tree structure with logistic regression functions at the leaves but high performance techniques for supervised learning and new method for classification in image processing. The amount of 300 images be used in the experiment where it can be classified Isan Dhamma character effectively. The mean correct classified rate was 83.33%. |
| （英） | This paper proposes a new approach for Isan Dhamma handwriting on palm leaves character recognition system based on Logistic Model Tree (LMT). The proposed system consist of three main process. The first is image preprocessing, feature extraction and Isan Dhamma handwriting recognition. LMT consists of a standard decision tree structure with logistic regression functions at the leaves but high performance techniques for supervised learning and new method for classification in image processing. The amount of 300 images be used in the experiment where it can be classified Isan Dhamma character effectively. The mean correct classified rate was 83.33%. | |
| キーワード | （和） | Isan Dhamma / Recognition / LMT / Logistic Model Tree / Handwriting / / / |
| （英） | Isan Dhamma / Recognition / LMT / Logistic Model Tree / Handwriting / / / | |
| 文献情報 | 信学技報, vol. 114, no. 286, IA2014-55, pp. 109-114, 2014年11月. | |
| 資料番号 | IA2014-55 | |
| 発行日 | 2014-10-29 (IA) | |
| 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 | IA2014-55 |
|
[研究会発表申込システムのトップページに戻る]