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Paper Abstract and Keywords
Presentation 2007-12-14 11:30
Classification of Fatigue Bill with Independent Component Analysis
Ryo Uehara, Dongshik Kang, Hayao Miyagi (Ryukyu Univ.) PRMU2007-148
Abstract (in Japanese) (See Japanese page) 
(in English) The bills in circulation generate a large amount of fatigue bills every year, causing various types of problems such as the paper jam in automatic tellers due to overworked and exhausted ones. Highly accurate bill classification technique, which identifies the level of fatigue as well as distinguishes between the used and the new ones, is greatly requested in order to destroy these problematic bills. In recent years, Independent Component Analysis is drawing a special attraction as the technique of multivariate analysis to address the issue. The application of this approach to various fields is widely expected at the practical level because it opens the way of isolating the independent original signals from the overlapping observation data.
The purpose of this paper is to present the method of discrimination of fatigue bills based on separating the new bills and the fatigue bills into the respective independent component. The effectiveness of this approach is demonstrated by the bill discriminant experimentation with the real acoustic data.
Keyword (in Japanese) (See Japanese page) 
(in English) Sound of Bill / Independent Component Analysis / Classification of Fatigue Bill / / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 384, PRMU2007-148, pp. 71-75, Dec. 2007.
Paper # PRMU2007-148 
Date of Issue 2007-12-06 (PRMU) 
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)
Download PDF PRMU2007-148

Conference Information
Committee PRMU  
Conference Date 2007-12-13 - 2007-12-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Kobe Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2007-12-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Classification of Fatigue Bill with Independent Component Analysis 
Sub Title (in English)  
Keyword(1) Sound of Bill  
Keyword(2) Independent Component Analysis  
Keyword(3) Classification of Fatigue Bill  
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1st Author's Name Ryo Uehara  
1st Author's Affiliation Ryukyu Univiersity (Ryukyu Univ.)
2nd Author's Name Dongshik Kang  
2nd Author's Affiliation Ryukyu Univiersity (Ryukyu Univ.)
3rd Author's Name Hayao Miyagi  
3rd Author's Affiliation Ryukyu Univiersity (Ryukyu Univ.)
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Speaker Author-1 
Date Time 2007-12-14 11:30:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2007-148 
Volume (vol) vol.107 
Number (no) no.384 
Page pp.71-75 
#Pages 5 
Date of Issue 2007-12-06 (PRMU) 

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