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Paper Abstract and Keywords
Presentation 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
Abstract (in Japanese) (See Japanese page) 
(in English) 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%.
Keyword (in Japanese) (See Japanese page) 
(in English) Isan Dhamma / Recognition / LMT / Logistic Model Tree / Handwriting / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 286, IA2014-55, pp. 109-114, Nov. 2014.
Paper # IA2014-55 
Date of Issue 2014-10-29 (IA) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee IA  
Conference Date 2014-11-05 - 2014-11-06 
Place (in Japanese) (See Japanese page) 
Place (in English) Thailand 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Internet Architecture and Applications 
Paper Information
Registration To IA 
Conference Code 2014-11-IA 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Isan Dhamma Character Recognition on Palm Leaves based on Logistic Model Tree 
Sub Title (in English)  
Keyword(1) Isan Dhamma  
Keyword(2) Recognition  
Keyword(3) LMT  
Keyword(4) Logistic Model Tree  
Keyword(5) Handwriting  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Preecha Khakham  
1st Author's Affiliation King Mongkut's University of Technology North Bangkok, Thailand. (King Mongkut Univ. of Tech.)
2nd Author's Name Narumol Chumuang  
2nd Author's Affiliation King Mongkut's University of Technology North Bangkok, Thailand. (King Mongkut Univ. of Tech.)
3rd Author's Name Mahasak Ketcham  
3rd Author's Affiliation King Mongkut's University of Technology North Bangkok, Thailand. (King Mongkut Univ. of Tech.)
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Speaker Author-1 
Date Time 2014-11-06 15:50:00 
Presentation Time 20 minutes 
Registration for IA 
Paper # IA2014-55 
Volume (vol) vol.114 
Number (no) no.286 
Page pp.109-114 
#Pages 6 
Date of Issue 2014-10-29 (IA) 

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