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) |
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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) |
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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) |
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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 |
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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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