| Paper Abstract and Keywords |
| Presentation |
2009-12-18 10:55
Why this method is useful for pattern recognition?
-- A voyage of feature space -- Hitoshi Sakano (NTT) PRMU2009-147 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Sometimes we face the question ``Why this pattern recognition technique work well?''
This question cauesed by high dimensional feature space that cannot be recognized by a human being.
In this article we discuss a couple of techniques low dimensional embedding and image reconstruction
from feature space that enable to recognizing feature space.
And we try to new direction for the frontier of pattern recognition technology. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Pattern recognition / Feature Space / Directional feature / Character recognition / Observation device / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 109, no. 344, PRMU2009-147, pp. 55-58, Dec. 2009. |
| Paper # |
PRMU2009-147 |
| Date of Issue |
2009-12-10 (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 |
PRMU2009-147 |
| Conference Information |
| Committee |
PRMU |
| Conference Date |
2009-12-17 - 2009-12-18 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Fujihara Cultural Center |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
PRMU |
| Conference Code |
2009-12-PRMU |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Why this method is useful for pattern recognition? |
| Sub Title (in English) |
A voyage of feature space |
| Keyword(1) |
Pattern recognition |
| Keyword(2) |
Feature Space |
| Keyword(3) |
Directional feature |
| Keyword(4) |
Character recognition |
| Keyword(5) |
Observation device |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Hitoshi Sakano |
| 1st Author's Affiliation |
NTT Communication Science Lab. (NTT) |
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| Speaker |
Author-1 |
| Date Time |
2009-12-18 10:55:00 |
| Presentation Time |
35 minutes |
| Registration for |
PRMU |
| Paper # |
PRMU2009-147 |
| Volume (vol) |
vol.109 |
| Number (no) |
no.344 |
| Page |
pp.55-58 |
| #Pages |
4 |
| Date of Issue |
2009-12-10 (PRMU) |