Paper Abstract and Keywords |
Presentation |
2015-02-20 14:20
* Ryosuke Kakisako, Volkmar Frinken, Yaokai Feng, Seiichi Uchida (Kyushu Univ.) PRMU2014-151 CNR2014-66 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The purpose of this research is the recognition of time series patterns.
Our approach is to add constraints to the elastic matching problem in order to control the matching.
It is well-known that dynamic programming (DP) can be used as optimization method for such problems.
In fact, the globally optimal solution can be found efficiently with DP.
However, DP can only solve the elastic matching problem with Markovian constraint.
Consequently, elastic matching problems with non-neighboring relations are beyond the realm of DP.
In this research, we design the various type of non-Markovian constraints.
We demonstrate how time series recognition with non-neighboring relations out perform traditional DP-based recognition. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
elastic matching / graph-cut / non Markovian / character recognition / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 454, PRMU2014-151, pp. 191-196, Feb. 2015. |
Paper # |
PRMU2014-151 |
Date of Issue |
2015-02-12 (PRMU, CNR) |
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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PRMU2014-151 CNR2014-66 |
Conference Information |
Committee |
PRMU CNR |
Conference Date |
2015-02-19 - 2015-02-20 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2015-02-PRMU-CNR |
Language |
Japanese |
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Title (in English) |
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Keyword(1) |
elastic matching |
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graph-cut |
Keyword(3) |
non Markovian |
Keyword(4) |
character recognition |
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1st Author's Name |
Ryosuke Kakisako |
1st Author's Affiliation |
Kyushu University (Kyushu Univ.) |
2nd Author's Name |
Volkmar Frinken |
2nd Author's Affiliation |
Kyushu University (Kyushu Univ.) |
3rd Author's Name |
Yaokai Feng |
3rd Author's Affiliation |
Kyushu University (Kyushu Univ.) |
4th Author's Name |
Seiichi Uchida |
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Kyushu University (Kyushu Univ.) |
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Speaker |
Author-1 |
Date Time |
2015-02-20 14:20:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2014-151, CNR2014-66 |
Volume (vol) |
vol.114 |
Number (no) |
no.454(PRMU), no.455(CNR) |
Page |
pp.191-196 |
#Pages |
6 |
Date of Issue |
2015-02-12 (PRMU, CNR) |
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