Paper Abstract and Keywords |
Presentation |
2015-06-08 15:15
Generation of Learning Images Using the Bi-dimensional Empirical Mode Decomposition in Facial recognition Teruaki Fujiyoshi (NIT, Kurume College), Kuntpong Woraratpanya (KMITL), Yoshimitsu Kuroki (NIT, Kurume College) SIS2015-5 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The Empirical Mode Decomposition (EMD) divides a signal into narrowband signals called Intrinsic Mode Function (IMF), and the EMD is applied for analysis of an unsteady signal. The Bi-dimensional Empirical Mode Decomposition (BEMD), which is an extension of the EMD, is applied for image processing field widely such as illumination removal. This study purposes to generate additional learning images in facial image recognition by compounding IMFs of different images in a class. The Cone-restricted Subspace Method (CSM) is used for the recognition, which assigns a convex cone in the non-negative region for each class, and demonstrates better recognition ratio than the conventional subspace method. Experimental results show that the proposed method improves he recognition ration. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Bi-dimensional Empirical Mode Decomposition / Cone-restricted Subspace Method / Facial recognition / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 75, SIS2015-5, pp. 25-28, June 2015. |
Paper # |
SIS2015-5 |
Date of Issue |
2015-06-01 (SIS) |
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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SIS2015-5 |
Conference Information |
Committee |
SIS |
Conference Date |
2015-06-08 - 2015-06-09 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Arkas SASEBO |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Smart Personal Systems, etc. |
Paper Information |
Registration To |
SIS |
Conference Code |
2015-06-SIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Generation of Learning Images Using the Bi-dimensional Empirical Mode Decomposition in Facial recognition |
Sub Title (in English) |
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Keyword(1) |
Bi-dimensional Empirical Mode Decomposition |
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Cone-restricted Subspace Method |
Keyword(3) |
Facial recognition |
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1st Author's Name |
Teruaki Fujiyoshi |
1st Author's Affiliation |
National Institute of Technology, Kurume College (NIT, Kurume College) |
2nd Author's Name |
Kuntpong Woraratpanya |
2nd Author's Affiliation |
King Mongkut's Institute of Technology Ladkrabang (KMITL) |
3rd Author's Name |
Yoshimitsu Kuroki |
3rd Author's Affiliation |
National Institute of Technology, Kurume College (NIT, Kurume College) |
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Speaker |
Author-1 |
Date Time |
2015-06-08 15:15:00 |
Presentation Time |
20 minutes |
Registration for |
SIS |
Paper # |
SIS2015-5 |
Volume (vol) |
vol.115 |
Number (no) |
no.75 |
Page |
pp.25-28 |
#Pages |
4 |
Date of Issue |
2015-06-01 (SIS) |
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